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2 Commits

Author SHA1 Message Date
Richard Palethorpe 8090deb6f9 feat(ui): Add structured observability events
Signed-off-by: Richard Palethorpe <io@richiejp.com>
2025-04-18 15:46:29 +01:00
Richard Palethorpe 30cf87affe refactor(ui): Make message status SSE name more specific
Signed-off-by: Richard Palethorpe <io@richiejp.com>
2025-04-18 15:46:29 +01:00
150 changed files with 8010 additions and 10356 deletions
+1 -1
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@@ -20,7 +20,7 @@ jobs:
with:
fetch-depth: 0
- name: Set up Go
uses: actions/setup-go@v6
uses: actions/setup-go@v5
with:
go-version: 1.24
- name: Run GoReleaser
+2 -75
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@@ -78,81 +78,8 @@ jobs:
VERSION=${{ steps.prep.outputs.binary_version }}
context: ./
file: ./Dockerfile.webui
platforms: linux/amd64,linux/arm64
push: true
#tags: ${{ steps.prep.outputs.tags }}
tags: ${{ steps.meta.outputs.tags }}
labels: ${{ steps.meta.outputs.labels }}
sshbox-build:
runs-on: ubuntu-latest
steps:
- name: Checkout
uses: actions/checkout@v4
- name: Prepare
id: prep
run: |
DOCKER_IMAGE=quay.io/mudler/localagi-sshbox
# Use branch name as default
VERSION=${GITHUB_REF#refs/heads/}
BINARY_VERSION=$(git describe --always --tags --dirty)
SHORTREF=${GITHUB_SHA::8}
# If this is git tag, use the tag name as a docker tag
if [[ $GITHUB_REF == refs/tags/* ]]; then
VERSION=${GITHUB_REF#refs/tags/}
fi
TAGS="${DOCKER_IMAGE}:${VERSION},${DOCKER_IMAGE}:${SHORTREF}"
# If the VERSION looks like a version number, assume that
# this is the most recent version of the image and also
# tag it 'latest'.
if [[ $VERSION =~ ^[0-9]{1,3}\.[0-9]{1,3}\.[0-9]{1,3}$ ]]; then
TAGS="$TAGS,${DOCKER_IMAGE}:latest"
fi
# Set output parameters.
echo ::set-output name=binary_version::${BINARY_VERSION}
echo ::set-output name=tags::${TAGS}
echo ::set-output name=docker_image::${DOCKER_IMAGE}
- name: Set up QEMU
uses: docker/setup-qemu-action@master
with:
platforms: all
- name: Set up Docker Buildx
id: buildx
uses: docker/setup-buildx-action@master
- name: Login to DockerHub
if: github.event_name != 'pull_request'
uses: docker/login-action@v3
with:
registry: quay.io
username: ${{ secrets.DOCKER_USERNAME }}
password: ${{ secrets.DOCKER_PASSWORD }}
- name: Extract metadata (tags, labels) for Docker
id: meta
uses: docker/metadata-action@902fa8ec7d6ecbf8d84d538b9b233a880e428804
with:
images: quay.io/mudler/localagi-sshbox
tags: |
type=ref,event=branch,suffix=-{{date 'YYYYMMDDHHmmss'}}
type=semver,pattern={{raw}}
type=sha,suffix=-{{date 'YYYYMMDDHHmmss'}}
type=ref,event=branch
flavor: |
latest=auto
prefix=
suffix=
- name: Build
uses: docker/build-push-action@v6
with:
builder: ${{ steps.buildx.outputs.name }}
build-args: |
VERSION=${{ steps.prep.outputs.binary_version }}
context: ./
file: ./Dockerfile.sshbox
platforms: linux/amd64,linux/arm64
#platforms: linux/amd64,linux/arm64
platforms: linux/amd64
push: true
#tags: ${{ steps.prep.outputs.tags }}
tags: ${{ steps.meta.outputs.tags }}
+29 -13
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@@ -1,4 +1,4 @@
name: Run Tests
name: Run Go Tests
on:
push:
@@ -15,20 +15,36 @@ jobs:
runs-on: ubuntu-latest
steps:
- name: Checkout code
uses: actions/checkout@v4
- uses: actions/setup-go@v6
uses: actions/checkout@v2
- run: |
# Add Docker's official GPG key:
sudo apt-get update
sudo apt-get install ca-certificates curl
sudo install -m 0755 -d /etc/apt/keyrings
sudo curl -fsSL https://download.docker.com/linux/ubuntu/gpg -o /etc/apt/keyrings/docker.asc
sudo chmod a+r /etc/apt/keyrings/docker.asc
# Add the repository to Apt sources:
echo \
"deb [arch=$(dpkg --print-architecture) signed-by=/etc/apt/keyrings/docker.asc] https://download.docker.com/linux/ubuntu \
$(. /etc/os-release && echo "${UBUNTU_CODENAME:-$VERSION_CODENAME}") stable" | \
sudo tee /etc/apt/sources.list.d/docker.list > /dev/null
sudo apt-get update
sudo apt-get install -y docker-ce docker-ce-cli containerd.io docker-buildx-plugin docker-compose-plugin
docker version
docker run --rm hello-world
- uses: actions/setup-go@v5
with:
go-version: '>=1.17.0'
- name: Run tests
run: |
sudo apt-get update && sudo apt-get install -y make
make tests
test-e2e:
runs-on: ubuntu-latest
steps:
- name: Checkout code
uses: actions/checkout@v4
- uses: actions/setup-go@v6
with:
go-version: '>=1.17.0'
- run: |
make tests-e2e
#sudo mv coverage/coverage.txt coverage.txt
#sudo chmod 777 coverage.txt
# - name: Upload coverage to Codecov
# uses: codecov/codecov-action@v4
# with:
# token: ${{ secrets.CODECOV_TOKEN }}
+1 -1
View File
@@ -1,5 +1,5 @@
# python
FROM python:3.14-slim
FROM python:3.13-slim
ENV DEBIAN_FRONTEND=noninteractive
RUN apt-get update && apt-get install -y python3-dev portaudio19-dev ffmpeg build-essential
-46
View File
@@ -1,46 +0,0 @@
# Final stage
FROM ubuntu:24.04
ENV DEBIAN_FRONTEND=noninteractive
# Install runtime dependencies
RUN apt-get update && apt-get install -y \
ca-certificates \
tzdata \
docker.io \
bash \
wget \
curl \
openssh-server \
sudo
# Configure SSH
RUN mkdir /var/run/sshd
RUN echo 'PasswordAuthentication yes' >> /etc/ssh/sshd_config
# Create startup script
RUN echo '#!/bin/bash\n\
if [ -n "$SSH_USER" ]; then\n\
if [ "$SSH_USER" = "root" ]; then\n\
echo "PermitRootLogin yes" >> /etc/ssh/sshd_config\n\
if [ -n "$SSH_PASSWORD" ]; then\n\
echo "root:$SSH_PASSWORD" | chpasswd\n\
fi\n\
else\n\
echo "PermitRootLogin no" >> /etc/ssh/sshd_config\n\
useradd -m -s /bin/bash $SSH_USER\n\
if [ -n "$SSH_PASSWORD" ]; then\n\
echo "$SSH_USER:$SSH_PASSWORD" | chpasswd\n\
fi\n\
if [ -n "$SUDO_ACCESS" ] && [ "$SUDO_ACCESS" = "true" ]; then\n\
echo "$SSH_USER ALL=(ALL) NOPASSWD: ALL" > /etc/sudoers.d/$SSH_USER\n\
fi\n\
fi\n\
fi\n\
/usr/sbin/sshd -D' > /start.sh
RUN chmod +x /start.sh
EXPOSE 22
CMD ["/start.sh"]
+3 -12
View File
@@ -44,21 +44,12 @@ COPY --from=ui-builder /app/dist /work/webui/react-ui/dist
# Build the application
RUN CGO_ENABLED=0 go build -ldflags="$LDFLAGS" -o localagi ./
FROM ubuntu:24.04
ENV DEBIAN_FRONTEND=noninteractive
# Install runtime dependencies
RUN apt-get update && apt-get install -y \
ca-certificates \
tzdata \
docker.io \
bash \
wget \
curl
FROM scratch
# Copy the webui binary from the builder stage to the final image
COPY --from=builder /work/localagi /localagi
COPY --from=builder /etc/ssl/ /etc/ssl/
COPY --from=builder /tmp /tmp
# Define the command that will be run when the container is started
ENTRYPOINT ["/localagi"]
+1 -4
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@@ -9,7 +9,7 @@ cleanup-tests:
docker compose down
tests: prepare-tests
LOCALAGI_MODEL="gemma-3-4b-it-qat" LOCALAI_API_URL="http://localhost:8081" LOCALAGI_API_URL="http://localhost:8080" $(GOCMD) run github.com/onsi/ginkgo/v2/ginkgo --label-filter="!E2E" --flake-attempts=5 --fail-fast -v -r ./...
LOCALAGI_MODEL="arcee-agent" LOCALAI_API_URL="http://localhost:8081" LOCALAGI_API_URL="http://localhost:8080" $(GOCMD) run github.com/onsi/ginkgo/v2/ginkgo --fail-fast -v -r ./...
run-nokb:
$(MAKE) run KBDISABLEINDEX=true
@@ -30,6 +30,3 @@ build-image:
image-push:
docker push $(IMAGE_NAME)
tests-e2e: prepare-tests
LOCALAGI_MODEL="gemma-3-4b-it-qat" LOCALAI_API_URL="http://localhost:8081" LOCALAGI_API_URL="http://localhost:8080" $(GOCMD) run github.com/onsi/ginkgo/v2/ginkgo --label-filter="E2E" --flake-attempts=5 --fail-fast -v -r ./tests/e2e/...
+35 -568
View File
@@ -2,7 +2,7 @@
<img src="./webui/react-ui/public/logo_1.png" alt="LocalAGI Logo" width="220"/>
</p>
<h3 align="center"><em>Your AI. Your Hardware. Your Rules</em></h3>
<h3 align="center"><em>Your AI. Your Hardware. Your Rules.</em></h3>
<div align="center">
@@ -11,14 +11,11 @@
[![GitHub stars](https://img.shields.io/github/stars/mudler/LocalAGI)](https://github.com/mudler/LocalAGI/stargazers)
[![GitHub issues](https://img.shields.io/github/issues/mudler/LocalAGI)](https://github.com/mudler/LocalAGI/issues)
Try on [![Telegram](https://img.shields.io/badge/Telegram-2CA5E0?style=for-the-badge&logo=telegram&logoColor=white)](https://t.me/LocalAGI_bot)
</div>
Create customizable AI assistants, automations, chat bots and agents that run 100% locally. No need for agentic Python libraries or cloud service keys, just bring your GPU (or even just CPU) and a web browser.
We empower you building AI Agents that you can run locally, without coding.
**LocalAGI** is a powerful, self-hostable AI Agent platform that allows you to design AI automations without writing code. A complete drop-in replacement for OpenAI's Responses APIs with advanced agentic capabilities. No clouds. No data leaks. Just pure local AI that works on consumer-grade hardware (CPU and GPU).
**LocalAGI** is a powerful, self-hostable AI Agent platform designed for maximum privacy and flexibility. A complete drop-in replacement for OpenAI's Responses APIs with advanced agentic capabilities. No clouds. No data leaks. Just pure local AI that works on consumer-grade hardware (CPU and GPU).
## 🛡️ Take Back Your Privacy
@@ -31,7 +28,7 @@ LocalAGI ensures your data stays exactly where you want it—on your hardware. N
- 🎛 **No-Code Agents**: Easy-to-configure multiple agents via Web UI.
- 🖥 **Web-Based Interface**: Simple and intuitive agent management.
- 🤖 **Advanced Agent Teaming**: Instantly create cooperative agent teams from a single prompt.
- 📡 **Connectors**: Built-in integrations with Discord, Slack, Telegram, GitHub Issues, and IRC.
- 📡 **Connectors Galore**: Built-in integrations with Discord, Slack, Telegram, GitHub Issues, and IRC.
- 🛠 **Comprehensive REST API**: Seamless integration into your workflows. Every agent created will support OpenAI Responses API out of the box.
- 📚 **Short & Long-Term Memory**: Powered by [LocalRecall](https://github.com/mudler/LocalRecall).
- 🧠 **Planning & Reasoning**: Agents intelligently plan, reason, and adapt.
@@ -40,7 +37,6 @@ LocalAGI ensures your data stays exactly where you want it—on your hardware. N
- 🖼 **Multimodal Support**: Ready for vision, text, and more.
- 🔧 **Extensible Custom Actions**: Easily script dynamic agent behaviors in Go (interpreted, no compilation!).
- 🛠 **Fully Customizable Models**: Use your own models or integrate seamlessly with [LocalAI](https://github.com/mudler/LocalAI).
- 📊 **Observability**: Monitor agent status and view detailed observable updates in real-time.
## 🛠️ Quickstart
@@ -58,15 +54,12 @@ docker compose -f docker-compose.nvidia.yaml up
# Intel GPU setup (for Intel Arc and integrated GPUs)
docker compose -f docker-compose.intel.yaml up
# AMD GPU setup
docker compose -f docker-compose.amd.yaml up
# Start with a specific model (see available models in models.localai.io, or localai.io to use any model in huggingface)
MODEL_NAME=gemma-3-12b-it docker compose up
# NVIDIA GPU setup with custom multimodal and image models
MODEL_NAME=gemma-3-12b-it \
MULTIMODAL_MODEL=moondream2-20250414 \
MULTIMODAL_MODEL=minicpm-v-2_6 \
IMAGE_MODEL=flux.1-dev-ggml \
docker compose -f docker-compose.nvidia.yaml up
```
@@ -75,14 +68,6 @@ Now you can access and manage your agents at [http://localhost:8080](http://loca
Still having issues? see this Youtube video: https://youtu.be/HtVwIxW3ePg
## Videos
[![Creating a basic agent](https://img.youtube.com/vi/HtVwIxW3ePg/mqdefault.jpg)](https://youtu.be/HtVwIxW3ePg)
[![Agent Observability](https://img.youtube.com/vi/v82rswGJt_M/mqdefault.jpg)](https://youtu.be/v82rswGJt_M)
[![Filters and Triggers](https://img.youtube.com/vi/d_we-AYksSw/mqdefault.jpg)](https://youtu.be/d_we-AYksSw)
[![RAG and Matrix](https://img.youtube.com/vi/2Xvx78i5oBs/mqdefault.jpg)](https://youtu.be/2Xvx78i5oBs)
## 📚🆕 Local Stack Family
🆕 LocalAI is now part of a comprehensive suite of AI tools designed to work together:
@@ -129,8 +114,8 @@ LocalAGI supports multiple hardware configurations through Docker Compose profil
- Supports text, multimodal, and image generation models
- Run with: `docker compose -f docker-compose.nvidia.yaml up`
- Default models:
- Text: `gemma-3-4b-it-qat`
- Multimodal: `moondream2-20250414`
- Text: `arcee-agent`
- Multimodal: `minicpm-v-2_6`
- Image: `sd-1.5-ggml`
- Environment variables:
- `MODEL_NAME`: Text model to use
@@ -145,8 +130,8 @@ LocalAGI supports multiple hardware configurations through Docker Compose profil
- Supports text, multimodal, and image generation models
- Run with: `docker compose -f docker-compose.intel.yaml up`
- Default models:
- Text: `gemma-3-4b-it-qat`
- Multimodal: `moondream2-20250414`
- Text: `arcee-agent`
- Multimodal: `minicpm-v-2_6`
- Image: `sd-1.5-ggml`
- Environment variables:
- `MODEL_NAME`: Text model to use
@@ -164,23 +149,20 @@ MODEL_NAME=gemma-3-12b-it docker compose up
# NVIDIA GPU with custom models
MODEL_NAME=gemma-3-12b-it \
MULTIMODAL_MODEL=moondream2-20250414 \
MULTIMODAL_MODEL=minicpm-v-2_6 \
IMAGE_MODEL=flux.1-dev-ggml \
docker compose -f docker-compose.nvidia.yaml up
# Intel GPU with custom models
MODEL_NAME=gemma-3-12b-it \
MULTIMODAL_MODEL=moondream2-20250414 \
MULTIMODAL_MODEL=minicpm-v-2_6 \
IMAGE_MODEL=sd-1.5-ggml \
docker compose -f docker-compose.intel.yaml up
# With custom actions directory
LOCALAGI_CUSTOM_ACTIONS_DIR=/app/custom-actions docker compose up
```
If no models are specified, it will use the defaults:
- Text model: `gemma-3-4b-it-qat`
- Multimodal model: `moondream2-20250414`
- Text model: `arcee-agent`
- Multimodal model: `minicpm-v-2_6`
- Image model: `sd-1.5-ggml`
Good (relatively small) models that have been tested are:
@@ -197,6 +179,14 @@ Good (relatively small) models that have been tested are:
- **✓ Effortless Setup**: Simple Docker compose setups and pre-built binaries.
- **✓ Feature-Rich**: From planning to multimodal capabilities, connectors for Slack, MCP support, LocalAGI has it all.
## 🌐 The Local Ecosystem
LocalAGI is part of the powerful Local family of privacy-focused AI tools:
- [**LocalAI**](https://github.com/mudler/LocalAI): Run Large Language Models locally.
- [**LocalRecall**](https://github.com/mudler/LocalRecall): Retrieval-Augmented Generation with local storage.
- [**LocalAGI**](https://github.com/mudler/LocalAGI): Deploy intelligent AI agents securely and privately.
## 🌟 Screenshots
### Powerful Web UI
@@ -204,8 +194,6 @@ Good (relatively small) models that have been tested are:
![Web UI Dashboard](https://github.com/user-attachments/assets/a40194f9-af3a-461f-8b39-5f4612fbf221)
![Web UI Agent Settings](https://github.com/user-attachments/assets/fb3c3e2a-cd53-4ca8-97aa-c5da51ff1f83)
![Web UI Create Group](https://github.com/user-attachments/assets/102189a2-0fba-4a1e-b0cb-f99268ef8062)
![Web UI Agent Observability](https://github.com/user-attachments/assets/f7359048-9d28-4cf1-9151-1f5556ce9235)
### Connectors Ready-to-Go
@@ -240,7 +228,6 @@ LocalAGI supports environment configurations. Note that these environment variab
| `LOCALAGI_LOCALRAG_URL` | LocalRecall connection |
| `LOCALAGI_ENABLE_CONVERSATIONS_LOGGING` | Toggle conversation logs |
| `LOCALAGI_API_KEYS` | A comma separated list of api keys used for authentication |
| `LOCALAGI_CUSTOM_ACTIONS_DIR` | Directory containing custom Go action files to be automatically loaded |
## Installation Options
@@ -269,430 +256,6 @@ go build -o localagi
./localagi
```
### Using as a Library
LocalAGI can be used as a Go library to programmatically create and manage AI agents. Let's start with a simple example of creating a single agent:
<details>
<summary><strong>Basic Usage: Single Agent</strong></summary>
```go
import (
"github.com/mudler/LocalAGI/core/agent"
"github.com/mudler/LocalAGI/core/types"
)
// Create a new agent with basic configuration
agent, err := agent.New(
agent.WithModel("gpt-4"),
agent.WithLLMAPIURL("http://localhost:8080"),
agent.WithLLMAPIKey("your-api-key"),
agent.WithSystemPrompt("You are a helpful assistant."),
agent.WithCharacter(agent.Character{
Name: "my-agent",
}),
agent.WithActions(
// Add your custom actions here
),
agent.WithStateFile("./state/my-agent.state.json"),
agent.WithCharacterFile("./state/my-agent.character.json"),
agent.WithTimeout("10m"),
agent.EnableKnowledgeBase(),
agent.EnableReasoning(),
)
if err != nil {
log.Fatal(err)
}
// Start the agent
go func() {
if err := agent.Run(); err != nil {
log.Printf("Agent stopped: %v", err)
}
}()
// Stop the agent when done
agent.Stop()
```
This basic example shows how to:
- Create a single agent with essential configuration
- Set up the agent's model and API connection
- Configure basic features like knowledge base and reasoning
- Start and stop the agent
</details>
<details>
<summary><strong>Advanced Usage: Agent Pools</strong></summary>
For managing multiple agents, you can use the AgentPool system:
```go
import (
"github.com/mudler/LocalAGI/core/state"
"github.com/mudler/LocalAGI/core/types"
)
// Create a new agent pool
pool, err := state.NewAgentPool(
"default-model", // default model name
"default-multimodal-model", // default multimodal model
"image-model", // image generation model
"http://localhost:8080", // API URL
"your-api-key", // API key
"./state", // state directory
"http://localhost:8081", // LocalRAG API URL
func(config *AgentConfig) func(ctx context.Context, pool *AgentPool) []types.Action {
// Define available actions for agents
return func(ctx context.Context, pool *AgentPool) []types.Action {
return []types.Action{
// Add your custom actions here
}
}
},
func(config *AgentConfig) []Connector {
// Define connectors for agents
return []Connector{
// Add your custom connectors here
}
},
func(config *AgentConfig) []DynamicPrompt {
// Define dynamic prompts for agents
return []DynamicPrompt{
// Add your custom prompts here
}
},
func(config *AgentConfig) types.JobFilters {
// Define job filters for agents
return types.JobFilters{
// Add your custom filters here
}
},
"10m", // timeout
true, // enable conversation logs
)
// Create a new agent in the pool
agentConfig := &AgentConfig{
Name: "my-agent",
Model: "gpt-4",
SystemPrompt: "You are a helpful assistant.",
EnableKnowledgeBase: true,
EnableReasoning: true,
// Add more configuration options as needed
}
err = pool.CreateAgent("my-agent", agentConfig)
// Start all agents
err = pool.StartAll()
// Get agent status
status := pool.GetStatusHistory("my-agent")
// Stop an agent
pool.Stop("my-agent")
// Remove an agent
err = pool.Remove("my-agent")
```
</details>
<details>
<summary><strong>Available Features</strong></summary>
Key features available through the library:
- **Single Agent Management**: Create and manage individual agents with basic configuration
- **Agent Pool Management**: Create, start, stop, and remove multiple agents
- **Configuration**: Customize agent behavior through AgentConfig
- **Actions**: Define custom actions for agents to perform
- **Connectors**: Add custom connectors for external services
- **Dynamic Prompts**: Create dynamic prompt templates
- **Job Filters**: Implement custom job filtering logic
- **Status Tracking**: Monitor agent status and history
- **State Persistence**: Automatic state saving and loading
For more details about available configuration options and features, refer to the [Agent Configuration Reference](#agent-configuration-reference) section.
</details>
## 🔧 Extending LocalAGI
LocalAGI provides two powerful ways to extend its functionality with custom actions:
### 1. Custom Actions (Go Code)
LocalAGI supports custom actions written in Go that can be defined inline when creating an agent. These actions are interpreted at runtime, so no compilation is required.
#### Automatic Custom Actions Loading
You can also place custom Go action files in a directory and have LocalAGI automatically load them. Set the `LOCALAGI_CUSTOM_ACTIONS_DIR` environment variable to point to a directory containing your custom action files. Each `.go` file in this directory will be automatically loaded and made available to all agents.
**Example setup:**
```bash
# Set the environment variable
export LOCALAGI_CUSTOM_ACTIONS_DIR="/path/to/custom/actions"
# Or in docker-compose.yaml
environment:
- LOCALAGI_CUSTOM_ACTIONS_DIR=/app/custom-actions
```
**Directory structure:**
```
custom-actions/
├── weather_action.go
├── file_processor.go
└── database_query.go
```
Each file should contain the three required functions (`Run`, `Definition`, `RequiredFields`) as described below.
#### How Custom Actions Work
When creating a new Agent, in the action sections select the "custom" action, you can add the Golang code directly there.
Custom actions in LocalAGI require three main functions:
1. **`Run(config map[string]interface{}) (string, map[string]interface{}, error)`** - The main execution function
2. **`Definition() map[string][]string`** - Defines the action's parameters and their types
3. **`RequiredFields() []string`** - Specifies which parameters are required
Note: You can't use additional modules, but just use libraries that are included in Go.
#### Example: Weather Information Action
Here's a practical example of a custom action that fetches weather information:
```go
import (
"encoding/json"
"fmt"
"net/http"
"io"
)
type WeatherParams struct {
City string `json:"city"`
Country string `json:"country"`
}
type WeatherResponse struct {
Main struct {
Temp float64 `json:"temp"`
Humidity int `json:"humidity"`
} `json:"main"`
Weather []struct {
Description string `json:"description"`
} `json:"weather"`
}
func Run(config map[string]interface{}) (string, map[string]interface{}, error) {
// Parse parameters
p := WeatherParams{}
b, err := json.Marshal(config)
if err != nil {
return "", map[string]interface{}{}, err
}
if err := json.Unmarshal(b, &p); err != nil {
return "", map[string]interface{}{}, err
}
// Make API call to weather service
url := fmt.Sprintf("http://api.openweathermap.org/data/2.5/weather?q=%s,%s&appid=YOUR_API_KEY&units=metric", p.City, p.Country)
resp, err := http.Get(url)
if err != nil {
return "", map[string]interface{}{}, err
}
defer resp.Body.Close()
body, err := io.ReadAll(resp.Body)
if err != nil {
return "", map[string]interface{}{}, err
}
var weather WeatherResponse
if err := json.Unmarshal(body, &weather); err != nil {
return "", map[string]interface{}{}, err
}
// Format response
result := fmt.Sprintf("Weather in %s, %s: %.1f°C, %s, Humidity: %d%%",
p.City, p.Country, weather.Main.Temp, weather.Weather[0].Description, weather.Main.Humidity)
return result, map[string]interface{}{}, nil
}
func Definition() map[string][]string {
return map[string][]string{
"city": []string{
"string",
"The city name to get weather for",
},
"country": []string{
"string",
"The country code (e.g., US, UK, DE)",
},
}
}
func RequiredFields() []string {
return []string{"city", "country"}
}
```
#### Example: File System Action
Here's another example that demonstrates file system operations:
```go
import (
"encoding/json"
"fmt"
"os"
"path/filepath"
)
type FileParams struct {
Path string `json:"path"`
Action string `json:"action"`
Content string `json:"content,omitempty"`
}
func Run(config map[string]interface{}) (string, map[string]interface{}, error) {
p := FileParams{}
b, err := json.Marshal(config)
if err != nil {
return "", map[string]interface{}{}, err
}
if err := json.Unmarshal(b, &p); err != nil {
return "", map[string]interface{}{}, err
}
switch p.Action {
case "read":
content, err := os.ReadFile(p.Path)
if err != nil {
return "", map[string]interface{}{}, err
}
return string(content), map[string]interface{}{}, nil
case "write":
err := os.WriteFile(p.Path, []byte(p.Content), 0644)
if err != nil {
return "", map[string]interface{}{}, err
}
return fmt.Sprintf("Successfully wrote to %s", p.Path), map[string]interface{}{}, nil
case "list":
files, err := os.ReadDir(p.Path)
if err != nil {
return "", map[string]interface{}{}, err
}
var fileList []string
for _, file := range files {
fileList = append(fileList, file.Name())
}
result, _ := json.Marshal(fileList)
return string(result), map[string]interface{}{}, nil
default:
return "", map[string]interface{}{}, fmt.Errorf("unknown action: %s", p.Action)
}
}
func Definition() map[string][]string {
return map[string][]string{
"path": []string{
"string",
"The file or directory path",
},
"action": []string{
"string",
"The action to perform: read, write, or list",
},
"content": []string{
"string",
"Content to write (required for write action)",
},
}
}
func RequiredFields() []string {
return []string{"path", "action"}
}
```
#### Using Custom Actions in Agents
To use custom actions, add them to your agent configuration:
1. **Via Web UI**: In the agent creation form, add a "Custom" action and paste your Go code
2. **Via API**: Include the custom action in your agent configuration JSON
3. **Via Library**: Add the custom action to your agent's actions list
### 2. MCP (Model Context Protocol) Servers
LocalAGI supports both local and remote MCP servers, allowing you to extend functionality with external tools and services.
#### What is MCP?
The Model Context Protocol (MCP) is a standard for connecting AI applications to external data sources and tools. LocalAGI can connect to any MCP-compliant server to access additional capabilities.
#### Local MCP Servers
Local MCP servers run as processes that LocalAGI can spawn and communicate with via STDIO.
##### Example: GitHub MCP Server
```json
{
"mcpServers": {
"github": {
"command": "docker",
"args": [
"run",
"-i",
"--rm",
"-e",
"GITHUB_PERSONAL_ACCESS_TOKEN",
"ghcr.io/github/github-mcp-server"
],
"env": {
"GITHUB_PERSONAL_ACCESS_TOKEN": "<YOUR_TOKEN>"
}
}
}
}
```
#### Remote MCP Servers
Remote MCP servers are HTTP-based and can be accessed over the network.
#### Creating Your Own MCP Server
You can create MCP servers in any language that supports the MCP protocol and add the URLs of the servers to LocalAGI.
#### Configuring MCP Servers in LocalAGI
1. **Via Web UI**: In the MCP Settings section of agent creation, add MCP servers
2. **Via API**: Include MCP server configuration in your agent config
#### Best Practices
- **Security**: Always validate inputs and use proper authentication for remote MCP servers
- **Error Handling**: Implement robust error handling in your MCP servers
- **Documentation**: Provide clear descriptions for all tools exposed by your MCP server
- **Testing**: Test your MCP servers independently before integrating with LocalAGI
- **Resource Management**: Ensure your MCP servers properly clean up resources
### Development
The development workflow is similar to the source build, but with additional steps for hot reloading of the frontend:
@@ -702,39 +265,15 @@ The development workflow is similar to the source build, but with additional ste
git clone https://github.com/mudler/LocalAGI.git
cd LocalAGI
cd webui/react-ui
# Install dependencies
bun i
# Compile frontend (the build directory needs to exist for the backend to start)
bun run build
# Start frontend development server
bun run dev
# Install dependencies and start frontend development server
cd webui/react-ui && bun i && bun run dev
```
Then in separate terminal:
```bash
cd LocalAGI
# Create a "pool" directory for agent state
mkdir pool
# Set required environment variables
export LOCALAGI_MODEL=gemma-3-4b-it-qat
export LOCALAGI_MULTIMODAL_MODEL=moondream2-20250414
export LOCALAGI_IMAGE_MODEL=sd-1.5-ggml
export LOCALAGI_LLM_API_URL=http://localai:8080
export LOCALAGI_LOCALRAG_URL=http://localrecall:8080
export LOCALAGI_STATE_DIR=./pool
export LOCALAGI_TIMEOUT=5m
export LOCALAGI_ENABLE_CONVERSATIONS_LOGGING=false
export LOCALAGI_SSHBOX_URL=root:root@sshbox:22
# Start development server
go run main.go
cd ../.. && go run main.go
```
> Note: see webui/react-ui/.vite.config.js for env vars that can be used to configure the backend URL
@@ -743,8 +282,7 @@ go run main.go
Link your agents to the services you already use. Configuration examples below.
<details>
<summary><strong>GitHub Issues</strong></summary>
### GitHub Issues
```json
{
@@ -754,10 +292,8 @@ Link your agents to the services you already use. Configuration examples below.
"botUserName": "bot-username"
}
```
</details>
<details>
<summary><strong>Discord</strong></summary>
### Discord
After [creating your Discord bot](https://discordpy.readthedocs.io/en/stable/discord.html):
@@ -769,10 +305,8 @@ After [creating your Discord bot](https://discordpy.readthedocs.io/en/stable/dis
```
> Don't forget to enable "Message Content Intent" in Bot(tab) settings!
> Enable " Message Content Intent " in the Bot tab!
</details>
<details>
<summary><strong>Slack</strong></summary>
### Slack
Use the included `slack.yaml` manifest to create your app, then configure:
@@ -785,39 +319,19 @@ Use the included `slack.yaml` manifest to create your app, then configure:
- Create Oauth token bot token from "OAuth & Permissions" -> "OAuth Tokens for Your Workspace"
- Create App level token (from "Basic Information" -> "App-Level Tokens" ( scope connections:writeRoute authorizations:read ))
</details>
<details>
<summary><strong>Telegram</strong></summary>
### Telegram
Get a token from @botfather, then:
```json
{
"token": "your-bot-father-token",
"group_mode": "true",
"mention_only": "true",
"admins": "username1,username2"
"token": "your-bot-father-token"
}
```
Configuration options:
- `token`: Your bot token from BotFather
- `group_mode`: Enable/disable group chat functionality
- `mention_only`: When enabled, bot only responds when mentioned in groups
- `admins`: Comma-separated list of Telegram usernames allowed to use the bot in private chats
- `channel_id`: Optional channel ID for the bot to send messages to
> **Important**: For group functionality to work properly:
> 1. Go to @BotFather
> 2. Select your bot
> 3. Go to "Bot Settings" > "Group Privacy"
> 4. Select "Turn off" to allow the bot to read all messages in groups
> 5. Restart your bot after changing this setting
</details>
<details>
<summary><strong>IRC</strong></summary>
### IRC
Connect to IRC networks:
@@ -830,29 +344,10 @@ Connect to IRC networks:
"alwaysReply": "false"
}
```
</details>
<details>
<summary><strong>Email</strong></summary>
```json
{
"smtpServer": "smtp.gmail.com:587",
"imapServer": "imap.gmail.com:993",
"smtpInsecure": "false",
"imapInsecure": "false",
"username": "user@gmail.com",
"email": "user@gmail.com",
"password": "correct-horse-battery-staple",
"name": "LogalAGI Agent"
}
```
</details>
## REST API
<details>
<summary><strong>Agent Management</strong></summary>
### Agent Management
| Endpoint | Method | Description | Example |
|----------|--------|-------------|---------|
@@ -867,10 +362,8 @@ Connect to IRC networks:
| `/api/meta/agent/config` | GET | Get agent configuration metadata | |
| `/settings/export/:name` | GET | Export agent config | [Example](#export-agent) |
| `/settings/import` | POST | Import agent config | [Example](#import-agent) |
</details>
<details>
<summary><strong>Actions and Groups</strong></summary>
### Actions and Groups
| Endpoint | Method | Description | Example |
|----------|--------|-------------|---------|
@@ -878,10 +371,8 @@ Connect to IRC networks:
| `/api/action/:name/run` | POST | Execute an action | |
| `/api/agent/group/generateProfiles` | POST | Generate group profiles | |
| `/api/agent/group/create` | POST | Create a new agent group | |
</details>
<details>
<summary><strong>Chat Interactions</strong></summary>
### Chat Interactions
| Endpoint | Method | Description | Example |
|----------|--------|-------------|---------|
@@ -889,7 +380,6 @@ Connect to IRC networks:
| `/api/notify/:name` | POST | Send notification to agent | [Example](#notify-agent) |
| `/api/sse/:name` | GET | Real-time agent event stream | [Example](#agent-sse-stream) |
| `/v1/responses` | POST | Send message & get response | [OpenAI's Responses](https://platform.openai.com/docs/api-reference/responses/create) |
</details>
<details>
<summary><strong>Curl Examples</strong></summary>
@@ -977,13 +467,11 @@ curl -X POST "http://localhost:3000/api/notify/my-agent" \
curl -N -X GET "http://localhost:3000/api/sse/my-agent"
```
Note: For proper SSE handling, you should use a client that supports SSE natively.
</details>
### Agent Configuration Reference
<details>
<summary><strong>Configuration Structure</strong></summary>
The agent configuration defines how an agent behaves and what capabilities it has. You can view the available configuration options and their descriptions by using the metadata endpoint:
```bash
@@ -1016,27 +504,6 @@ Here's an example of the agent configuration structure:
"summary_long_term_memory": false
}
```
</details>
<details>
<summary><strong>Environment Configuration</strong></summary>
LocalAGI supports environment configurations. Note that these environment variables needs to be specified in the localagi container in the docker-compose file to have effect.
| Variable | What It Does |
|----------|--------------|
| `LOCALAGI_MODEL` | Your go-to model |
| `LOCALAGI_MULTIMODAL_MODEL` | Optional model for multimodal capabilities |
| `LOCALAGI_LLM_API_URL` | OpenAI-compatible API server URL |
| `LOCALAGI_LLM_API_KEY` | API authentication |
| `LOCALAGI_TIMEOUT` | Request timeout settings |
| `LOCALAGI_STATE_DIR` | Where state gets stored |
| `LOCALAGI_LOCALRAG_URL` | LocalRecall connection |
| `LOCALAGI_SSHBOX_URL` | LocalAGI SSHBox URL, e.g. user:pass@ip:port |
| `LOCALAGI_ENABLE_CONVERSATIONS_LOGGING` | Toggle conversation logs |
| `LOCALAGI_API_KEYS` | A comma separated list of api keys used for authentication |
| `LOCALAGI_CUSTOM_ACTIONS_DIR` | Directory containing custom Go action files to be automatically loaded |
</details>
## LICENSE
+6 -48
View File
@@ -3,8 +3,6 @@ package action
import (
"context"
"fmt"
"os"
"regexp"
"strings"
"github.com/mudler/LocalAGI/core/types"
@@ -26,7 +24,7 @@ func NewCustom(config map[string]string, goPkgPath string) (*CustomAction, error
}
if err := a.callInit(); err != nil {
xlog.Warn("No init function found for custom action", "error", err, "action", a.config["name"])
xlog.Error("Error calling custom action init", "error", err)
}
return a, nil
@@ -45,23 +43,18 @@ func (a *CustomAction) callInit() error {
v, err := a.i.Eval(fmt.Sprintf("%s.Init", a.config["name"]))
if err != nil {
xlog.Warn("No init function found for custom action", "error", err, "action", a.config["name"])
return nil
return err
}
run, ok := v.Interface().(func(string) error)
if !ok {
return nil
}
run := v.Interface().(func() error)
return run(a.config["configuration"])
return run()
}
func (a *CustomAction) initializeInterpreter() error {
if _, exists := a.config["code"]; exists && a.i == nil {
unsafe := strings.ToLower(a.config["unsafe"]) == "true"
i := interp.New(interp.Options{
Env: os.Environ(),
GoPath: a.goPkgPath,
Unrestricted: unsafe,
})
@@ -73,15 +66,6 @@ func (a *CustomAction) initializeInterpreter() error {
a.config["name"] = "custom"
}
// let's find first if there is already a package declarated in the code
// the user might want to specify it to not break syntax with IDEs
re := regexp.MustCompile("package (\\w+)")
packageName := re.FindStringSubmatch(a.config["code"])
if len(packageName) > 1 {
// remove it from the code, normalize to `name`
a.config["code"] = re.ReplaceAllString(a.config["code"], "")
}
_, err := i.Eval(fmt.Sprintf("package %s\n%s", a.config["name"], a.config["code"]))
if err != nil {
return err
@@ -97,7 +81,7 @@ func (a *CustomAction) Plannable() bool {
return true
}
func (a *CustomAction) Run(ctx context.Context, sharedState *types.AgentSharedState, params types.ActionParams) (types.ActionResult, error) {
func (a *CustomAction) Run(ctx context.Context, params types.ActionParams) (types.ActionResult, error) {
v, err := a.i.Eval(fmt.Sprintf("%s.Run", a.config["name"]))
if err != nil {
return types.ActionResult{}, err
@@ -111,32 +95,12 @@ func (a *CustomAction) Run(ctx context.Context, sharedState *types.AgentSharedSt
func (a *CustomAction) Definition() types.ActionDefinition {
if a.i == nil {
xlog.Error("Interpreter is not initialized for custom action", "action", a.config["name"])
return types.ActionDefinition{}
}
v, err := a.i.Eval(fmt.Sprintf("%s.Definition", a.config["name"]))
if err != nil {
xlog.Error("Error getting custom action definition", "error", err)
return types.ActionDefinition{}
}
description := ""
desc, err := a.i.Eval(fmt.Sprintf("%s.Description", a.config["name"]))
if err != nil {
xlog.Warn("No description found for custom action", "error", err, "action", a.config["name"])
} else {
d, ok := desc.Interface().(func() string)
if ok {
description = d()
}
}
if a.config["description"] != "" {
description = a.config["description"]
}
properties := v.Interface().(func() map[string][]string)
v, err = a.i.Eval(fmt.Sprintf("%s.RequiredFields", a.config["name"]))
@@ -161,7 +125,7 @@ func (a *CustomAction) Definition() types.ActionDefinition {
}
return types.ActionDefinition{
Name: types.ActionDefinitionName(a.config["name"]),
Description: description,
Description: a.config["description"],
Properties: prop,
Required: requiredFields(),
}
@@ -195,11 +159,5 @@ func CustomConfigMeta() []config.Field {
Type: config.FieldTypeCheckbox,
HelpText: "Allow unsafe code execution",
},
{
Name: "configuration",
Label: "Configuration",
Type: config.FieldTypeTextarea,
HelpText: "Configuration for the custom action",
},
}
}
+1 -1
View File
@@ -76,7 +76,7 @@ return []string{"foo"}
Description: "A test action",
}))
runResult, err := customAction.Run(context.Background(), nil, types.ActionParams{
runResult, err := customAction.Run(context.Background(), types.ActionParams{
"Foo": "bar",
})
Expect(err).ToNot(HaveOccurred())
+48
View File
@@ -0,0 +1,48 @@
package action
import (
"context"
"github.com/mudler/LocalAGI/core/types"
"github.com/sashabaranov/go-openai/jsonschema"
)
// NewGoal creates a new intention action
// The inention action is special as it tries to identify
// a tool to use and a reasoning over to use it
func NewGoal() *GoalAction {
return &GoalAction{}
}
type GoalAction struct {
}
type GoalResponse struct {
Goal string `json:"goal"`
Achieved bool `json:"achieved"`
}
func (a *GoalAction) Run(context.Context, types.ActionParams) (types.ActionResult, error) {
return types.ActionResult{}, nil
}
func (a *GoalAction) Plannable() bool {
return false
}
func (a *GoalAction) Definition() types.ActionDefinition {
return types.ActionDefinition{
Name: "goal",
Description: "Check if the goal is achieved",
Properties: map[string]jsonschema.Definition{
"goal": {
Type: jsonschema.String,
Description: "The goal to check if it is achieved.",
},
"achieved": {
Type: jsonschema.Boolean,
Description: "Whether the goal is achieved",
},
},
Required: []string{"goal", "achieved"},
}
}
+50
View File
@@ -0,0 +1,50 @@
package action
import (
"context"
"github.com/mudler/LocalAGI/core/types"
"github.com/sashabaranov/go-openai/jsonschema"
)
// NewIntention creates a new intention action
// The inention action is special as it tries to identify
// a tool to use and a reasoning over to use it
func NewIntention(s ...string) *IntentAction {
return &IntentAction{tools: s}
}
type IntentAction struct {
tools []string
}
type IntentResponse struct {
Tool string `json:"tool"`
Reasoning string `json:"reasoning"`
}
func (a *IntentAction) Run(context.Context, types.ActionParams) (types.ActionResult, error) {
return types.ActionResult{}, nil
}
func (a *IntentAction) Plannable() bool {
return false
}
func (a *IntentAction) Definition() types.ActionDefinition {
return types.ActionDefinition{
Name: "pick_tool",
Description: "Pick a tool",
Properties: map[string]jsonschema.Definition{
"reasoning": {
Type: jsonschema.String,
Description: "A detailed reasoning on why you want to call this tool.",
},
"tool": {
Type: jsonschema.String,
Description: "The tool you want to use",
Enum: a.tools,
},
},
Required: []string{"tool", "reasoning"},
}
}
+1 -1
View File
@@ -19,7 +19,7 @@ type ConversationActionResponse struct {
Message string `json:"message"`
}
func (a *ConversationAction) Run(ctx context.Context, sharedState *types.AgentSharedState, params types.ActionParams) (types.ActionResult, error) {
func (a *ConversationAction) Run(context.Context, types.ActionParams) (types.ActionResult, error) {
return types.ActionResult{}, nil
}
+1 -1
View File
@@ -16,7 +16,7 @@ func NewStop() *StopAction {
type StopAction struct{}
func (a *StopAction) Run(ctx context.Context, sharedState *types.AgentSharedState, params types.ActionParams) (types.ActionResult, error) {
func (a *StopAction) Run(context.Context, types.ActionParams) (types.ActionResult, error) {
return types.ActionResult{}, nil
}
+71
View File
@@ -0,0 +1,71 @@
package action
import (
"context"
"github.com/mudler/LocalAGI/core/types"
"github.com/sashabaranov/go-openai/jsonschema"
)
// PlanActionName is the name of the plan action
// used by the LLM to schedule more actions
const PlanActionName = "plan"
func NewPlan(plannableActions []string) *PlanAction {
return &PlanAction{
plannables: plannableActions,
}
}
type PlanAction struct {
plannables []string
}
type PlanResult struct {
Subtasks []PlanSubtask `json:"subtasks"`
Goal string `json:"goal"`
}
type PlanSubtask struct {
Action string `json:"action"`
Reasoning string `json:"reasoning"`
}
func (a *PlanAction) Run(context.Context, types.ActionParams) (types.ActionResult, error) {
return types.ActionResult{}, nil
}
func (a *PlanAction) Plannable() bool {
return false
}
func (a *PlanAction) Definition() types.ActionDefinition {
return types.ActionDefinition{
Name: PlanActionName,
Description: "Use it for situations that involves doing more actions in sequence.",
Properties: map[string]jsonschema.Definition{
"subtasks": {
Type: jsonschema.Array,
Description: "The subtasks to be executed",
Items: &jsonschema.Definition{
Type: jsonschema.Object,
Properties: map[string]jsonschema.Definition{
"action": {
Type: jsonschema.String,
Description: "The action to call",
Enum: a.plannables,
},
"reasoning": {
Type: jsonschema.String,
Description: "The reasoning for calling this action",
},
},
},
},
"goal": {
Type: jsonschema.String,
Description: "The goal of this plan",
},
},
Required: []string{"subtasks", "goal"},
}
}
+43
View File
@@ -0,0 +1,43 @@
package action
import (
"context"
"github.com/mudler/LocalAGI/core/types"
"github.com/sashabaranov/go-openai/jsonschema"
)
// NewReasoning creates a new reasoning action
// The reasoning action is special as it tries to force the LLM
// to think about what to do next
func NewReasoning() *ReasoningAction {
return &ReasoningAction{}
}
type ReasoningAction struct{}
type ReasoningResponse struct {
Reasoning string `json:"reasoning"`
}
func (a *ReasoningAction) Run(context.Context, types.ActionParams) (types.ActionResult, error) {
return types.ActionResult{}, nil
}
func (a *ReasoningAction) Plannable() bool {
return false
}
func (a *ReasoningAction) Definition() types.ActionDefinition {
return types.ActionDefinition{
Name: "pick_action",
Description: "try to understand what's the best thing to do and pick an action with a reasoning",
Properties: map[string]jsonschema.Definition{
"reasoning": {
Type: jsonschema.String,
Description: "A detailed reasoning on what would you do in this situation.",
},
},
Required: []string{"reasoning"},
}
}
-193
View File
@@ -1,193 +0,0 @@
package action
import (
"context"
"fmt"
"strings"
"time"
"github.com/mudler/LocalAGI/core/types"
"github.com/robfig/cron/v3"
"github.com/sashabaranov/go-openai/jsonschema"
)
const (
ReminderActionName = "set_reminder"
ListRemindersName = "list_reminders"
RemoveReminderName = "remove_reminder"
)
func NewReminder() *ReminderAction {
return &ReminderAction{}
}
func NewListReminders() *ListRemindersAction {
return &ListRemindersAction{}
}
func NewRemoveReminder() *RemoveReminderAction {
return &RemoveReminderAction{}
}
type ReminderAction struct{}
type ListRemindersAction struct{}
type RemoveReminderAction struct{}
type RemoveReminderParams struct {
Index int `json:"index"`
}
func (a *ReminderAction) Run(ctx context.Context, sharedState *types.AgentSharedState, params types.ActionParams) (types.ActionResult, error) {
result := types.ReminderActionResponse{}
err := params.Unmarshal(&result)
if err != nil {
return types.ActionResult{}, err
}
// Validate the cron expression
parser := cron.NewParser(cron.Second | cron.Minute | cron.Hour | cron.Dom | cron.Month | cron.Dow)
_, err = parser.Parse(result.CronExpr)
if err != nil {
return types.ActionResult{}, err
}
// Calculate next run time
now := time.Now()
schedule, _ := parser.Parse(result.CronExpr) // We can ignore the error since we validated above
nextRun := schedule.Next(now)
// Set the reminder details
result.LastRun = now
result.NextRun = nextRun
// IsRecurring is set by the user through the action parameters
// Store the reminder in the shared state
if sharedState.Reminders == nil {
sharedState.Reminders = make([]types.ReminderActionResponse, 0)
}
sharedState.Reminders = append(sharedState.Reminders, result)
return types.ActionResult{
Result: "Reminder set successfully",
Metadata: map[string]interface{}{
"reminder": result,
},
}, nil
}
func (a *ListRemindersAction) Run(ctx context.Context, sharedState *types.AgentSharedState, params types.ActionParams) (types.ActionResult, error) {
if sharedState.Reminders == nil || len(sharedState.Reminders) == 0 {
return types.ActionResult{
Result: "No reminders set",
}, nil
}
var result strings.Builder
result.WriteString("Current reminders:\n")
for i, reminder := range sharedState.Reminders {
status := "one-time"
if reminder.IsRecurring {
status = "recurring"
}
result.WriteString(fmt.Sprintf("%d. %s (Next run: %s, Status: %s)\n",
i+1,
reminder.Message,
reminder.NextRun.Format(time.RFC3339),
status))
}
return types.ActionResult{
Result: result.String(),
Metadata: map[string]interface{}{
"reminders": sharedState.Reminders,
},
}, nil
}
func (a *RemoveReminderAction) Run(ctx context.Context, sharedState *types.AgentSharedState, params types.ActionParams) (types.ActionResult, error) {
var removeParams RemoveReminderParams
err := params.Unmarshal(&removeParams)
if err != nil {
return types.ActionResult{}, err
}
if sharedState.Reminders == nil || len(sharedState.Reminders) == 0 {
return types.ActionResult{
Result: "No reminders to remove",
}, nil
}
// Convert from 1-based index to 0-based
index := removeParams.Index - 1
if index < 0 || index >= len(sharedState.Reminders) {
return types.ActionResult{}, fmt.Errorf("invalid reminder index: %d", removeParams.Index)
}
// Remove the reminder
removed := sharedState.Reminders[index]
sharedState.Reminders = append(sharedState.Reminders[:index], sharedState.Reminders[index+1:]...)
return types.ActionResult{
Result: fmt.Sprintf("Removed reminder: %s", removed.Message),
Metadata: map[string]interface{}{
"removed_reminder": removed,
},
}, nil
}
func (a *ReminderAction) Plannable() bool {
return true
}
func (a *ListRemindersAction) Plannable() bool {
return true
}
func (a *RemoveReminderAction) Plannable() bool {
return true
}
func (a *ReminderAction) Definition() types.ActionDefinition {
return types.ActionDefinition{
Name: ReminderActionName,
Description: "Set a reminder for the agent to wake up and perform a task based on a cron schedule. Examples: '0 0 * * *' (daily at midnight), '0 */2 * * *' (every 2 hours), '0 0 * * 1' (every Monday at midnight)",
Properties: map[string]jsonschema.Definition{
"message": {
Type: jsonschema.String,
Description: "The message or task to be reminded about",
},
"cron_expr": {
Type: jsonschema.String,
Description: "Cron expression for scheduling (e.g. '0 0 * * *' for daily at midnight). Format: 'second minute hour day month weekday'",
},
"is_recurring": {
Type: jsonschema.Boolean,
Description: "Whether this reminder should repeat according to the cron schedule (true) or trigger only once (false)",
},
},
Required: []string{"message", "cron_expr", "is_recurring"},
}
}
func (a *ListRemindersAction) Definition() types.ActionDefinition {
return types.ActionDefinition{
Name: ListRemindersName,
Description: "List all currently set reminders with their next scheduled run times",
Properties: map[string]jsonschema.Definition{},
Required: []string{},
}
}
func (a *RemoveReminderAction) Definition() types.ActionDefinition {
return types.ActionDefinition{
Name: RemoveReminderName,
Description: "Remove a reminder by its index number (use list_reminders to see the index)",
Properties: map[string]jsonschema.Definition{
"index": {
Type: jsonschema.Integer,
Description: "The index number of the reminder to remove (1-based)",
},
},
Required: []string{"index"},
}
}
+45
View File
@@ -0,0 +1,45 @@
package action
import (
"context"
"github.com/mudler/LocalAGI/core/types"
"github.com/sashabaranov/go-openai/jsonschema"
)
// ReplyActionName is the name of the reply action
// used by the LLM to reply to the user without
// any additional processing
const ReplyActionName = "reply"
func NewReply() *ReplyAction {
return &ReplyAction{}
}
type ReplyAction struct{}
type ReplyResponse struct {
Message string `json:"message"`
}
func (a *ReplyAction) Run(context.Context, types.ActionParams) (string, error) {
return "no-op", nil
}
func (a *ReplyAction) Plannable() bool {
return false
}
func (a *ReplyAction) Definition() types.ActionDefinition {
return types.ActionDefinition{
Name: ReplyActionName,
Description: "Use this tool to reply to the user once we have all the informations we need.",
Properties: map[string]jsonschema.Definition{
"message": {
Type: jsonschema.String,
Description: "The message to reply with",
},
},
Required: []string{"message"},
}
}
+1 -1
View File
@@ -15,7 +15,7 @@ func NewState() *StateAction {
type StateAction struct{}
func (a *StateAction) Run(ctx context.Context, sharedState *types.AgentSharedState, params types.ActionParams) (types.ActionResult, error) {
func (a *StateAction) Run(context.Context, types.ActionParams) (types.ActionResult, error) {
return types.ActionResult{Result: "internal state has been updated"}, nil
}
+429 -19
View File
@@ -1,18 +1,142 @@
package agent
import (
"context"
"encoding/json"
"fmt"
"os"
"github.com/mudler/LocalAGI/core/action"
"github.com/mudler/LocalAGI/core/types"
"golang.org/x/exp/slices"
"github.com/mudler/LocalAGI/pkg/xlog"
"github.com/sashabaranov/go-openai"
)
type decisionResult struct {
actionParams types.ActionParams
message string
actioName string
}
// decision forces the agent to take one of the available actions
func (a *Agent) decision(
job *types.Job,
conversation []openai.ChatCompletionMessage,
tools []openai.Tool, toolchoice string, maxRetries int) (*decisionResult, error) {
var choice *openai.ToolChoice
if toolchoice != "" {
choice = &openai.ToolChoice{
Type: openai.ToolTypeFunction,
Function: openai.ToolFunction{Name: toolchoice},
}
}
decision := openai.ChatCompletionRequest{
Model: a.options.LLMAPI.Model,
Messages: conversation,
Tools: tools,
}
if choice != nil {
decision.ToolChoice = *choice
}
var obs *types.Observable
if job.Obs != nil {
obs = a.observer.NewObservable()
obs.Name = "decision"
obs.ParentID = job.Obs.ID
obs.Icon = "brain"
obs.Creation = &types.Creation{
ChatCompletionRequest: &decision,
}
a.observer.Update(*obs)
}
var lastErr error
for attempts := 0; attempts < maxRetries; attempts++ {
resp, err := a.client.CreateChatCompletion(job.GetContext(), decision)
if err != nil {
lastErr = err
xlog.Warn("Attempt to make a decision failed", "attempt", attempts+1, "error", err)
if obs != nil {
obs.Progress = append(obs.Progress, types.Progress{
Error: err.Error(),
})
a.observer.Update(*obs)
}
continue
}
jsonResp, _ := json.Marshal(resp)
xlog.Debug("Decision response", "response", string(jsonResp))
if obs != nil {
obs.AddProgress(types.Progress{
ChatCompletionResponse: &resp,
})
}
if len(resp.Choices) != 1 {
lastErr = fmt.Errorf("no choices: %d", len(resp.Choices))
xlog.Warn("Attempt to make a decision failed", "attempt", attempts+1, "error", lastErr)
if obs != nil {
obs.Progress[len(obs.Progress)-1].Error = lastErr.Error()
a.observer.Update(*obs)
}
continue
}
msg := resp.Choices[0].Message
if len(msg.ToolCalls) != 1 {
if err := a.saveConversation(append(conversation, msg), "decision"); err != nil {
xlog.Error("Error saving conversation", "error", err)
}
if obs != nil {
obs.MakeLastProgressCompletion()
a.observer.Update(*obs)
}
return &decisionResult{message: msg.Content}, nil
}
params := types.ActionParams{}
if err := params.Read(msg.ToolCalls[0].Function.Arguments); err != nil {
lastErr = err
xlog.Warn("Attempt to parse action parameters failed", "attempt", attempts+1, "error", err)
if obs != nil {
obs.Progress[len(obs.Progress)-1].Error = lastErr.Error()
a.observer.Update(*obs)
}
continue
}
if err := a.saveConversation(append(conversation, msg), "decision"); err != nil {
xlog.Error("Error saving conversation", "error", err)
}
if obs != nil {
obs.MakeLastProgressCompletion()
a.observer.Update(*obs)
}
return &decisionResult{actionParams: params, actioName: msg.ToolCalls[0].Function.Name, message: msg.Content}, nil
}
return nil, fmt.Errorf("failed to make a decision after %d attempts: %w", maxRetries, lastErr)
}
type Messages []openai.ChatCompletionMessage
func (m Messages) ToOpenAI() []openai.ChatCompletionMessage {
@@ -80,7 +204,6 @@ func (m Messages) Save(path string) error {
}
func (m Messages) GetLatestUserMessage() *openai.ChatCompletionMessage {
xlog.Debug("Getting latest user message", "messages", m)
for i := len(m) - 1; i >= 0; i-- {
msg := m[i]
if msg.Role == UserRole {
@@ -91,26 +214,177 @@ func (m Messages) GetLatestUserMessage() *openai.ChatCompletionMessage {
return nil
}
// getAvailableActionsForJob returns available actions including user-defined ones for a specific job
func (a *Agent) getAvailableActionsForJob(job *types.Job) types.Actions {
// Start with regular available actions
baseActions := a.availableActions()
// Add user-defined actions from the job
userTools := job.GetUserTools()
if len(userTools) > 0 {
userDefinedActions := types.CreateUserDefinedActions(userTools)
baseActions = append(baseActions, userDefinedActions...)
xlog.Debug("Added user-defined actions", "definitions", userTools)
func (m Messages) IsLastMessageFromRole(role string) bool {
if len(m) == 0 {
return false
}
return baseActions
return m[len(m)-1].Role == role
}
func (a *Agent) generateParameters(job *types.Job, pickTemplate string, act types.Action, c []openai.ChatCompletionMessage, reasoning string, maxAttempts int) (*decisionResult, error) {
stateHUD, err := renderTemplate(pickTemplate, a.prepareHUD(), a.availableActions(), reasoning)
if err != nil {
return nil, err
}
conversation := c
if !Messages(c).Exist(stateHUD) && a.options.enableHUD {
conversation = append([]openai.ChatCompletionMessage{
{
Role: "system",
Content: stateHUD,
},
}, conversation...)
}
cc := conversation
if a.options.forceReasoning {
cc = append(conversation, openai.ChatCompletionMessage{
Role: "system",
Content: fmt.Sprintf("The agent decided to use the tool %s with the following reasoning: %s", act.Definition().Name, reasoning),
})
}
var result *decisionResult
var attemptErr error
for attempts := 0; attempts < maxAttempts; attempts++ {
result, attemptErr = a.decision(job,
cc,
a.availableActions().ToTools(),
act.Definition().Name.String(),
maxAttempts,
)
if attemptErr == nil && result.actionParams != nil {
return result, nil
}
xlog.Warn("Attempt to generate parameters failed", "attempt", attempts+1, "error", attemptErr)
}
return nil, fmt.Errorf("failed to generate parameters after %d attempts: %w", maxAttempts, attemptErr)
}
func (a *Agent) handlePlanning(ctx context.Context, job *types.Job, chosenAction types.Action, actionParams types.ActionParams, reasoning string, pickTemplate string, conv Messages) (Messages, error) {
// Planning: run all the actions in sequence
if !chosenAction.Definition().Name.Is(action.PlanActionName) {
xlog.Debug("no plan action")
return conv, nil
}
xlog.Debug("[planning]...")
planResult := action.PlanResult{}
if err := actionParams.Unmarshal(&planResult); err != nil {
return conv, fmt.Errorf("error unmarshalling plan result: %w", err)
}
stateResult := types.ActionState{
ActionCurrentState: types.ActionCurrentState{
Job: job,
Action: chosenAction,
Params: actionParams,
Reasoning: reasoning,
},
ActionResult: types.ActionResult{
Result: fmt.Sprintf("planning %s, subtasks: %+v", planResult.Goal, planResult.Subtasks),
},
}
job.Result.SetResult(stateResult)
job.CallbackWithResult(stateResult)
xlog.Info("[Planning] starts", "agent", a.Character.Name, "goal", planResult.Goal)
for _, s := range planResult.Subtasks {
xlog.Info("[Planning] subtask", "agent", a.Character.Name, "action", s.Action, "reasoning", s.Reasoning)
}
if len(planResult.Subtasks) == 0 {
return conv, fmt.Errorf("no subtasks")
}
// Execute all subtasks in sequence
for _, subtask := range planResult.Subtasks {
xlog.Info("[subtask] Generating parameters",
"agent", a.Character.Name,
"action", subtask.Action,
"reasoning", reasoning,
)
subTaskAction := a.availableActions().Find(subtask.Action)
subTaskReasoning := fmt.Sprintf("%s Overall goal is: %s", subtask.Reasoning, planResult.Goal)
params, err := a.generateParameters(job, pickTemplate, subTaskAction, conv, subTaskReasoning, maxRetries)
if err != nil {
xlog.Error("error generating action's parameters", "error", err)
return conv, fmt.Errorf("error generating action's parameters: %w", err)
}
actionParams = params.actionParams
if !job.Callback(types.ActionCurrentState{
Job: job,
Action: subTaskAction,
Params: actionParams,
Reasoning: subTaskReasoning,
}) {
job.Result.SetResult(types.ActionState{
ActionCurrentState: types.ActionCurrentState{
Job: job,
Action: chosenAction,
Params: actionParams,
Reasoning: subTaskReasoning,
},
ActionResult: types.ActionResult{
Result: "stopped by callback",
},
})
job.Result.Conversation = conv
job.Result.Finish(nil)
break
}
result, err := a.runAction(job, subTaskAction, actionParams)
if err != nil {
xlog.Error("error running action", "error", err)
return conv, fmt.Errorf("error running action: %w", err)
}
stateResult := types.ActionState{
ActionCurrentState: types.ActionCurrentState{
Job: job,
Action: subTaskAction,
Params: actionParams,
Reasoning: subTaskReasoning,
},
ActionResult: result,
}
job.Result.SetResult(stateResult)
job.CallbackWithResult(stateResult)
xlog.Debug("[subtask] Action executed", "agent", a.Character.Name, "action", subTaskAction.Definition().Name, "result", result)
conv = a.addFunctionResultToConversation(subTaskAction, actionParams, result, conv)
}
return conv, nil
}
func (a *Agent) availableActions() types.Actions {
// defaultActions := append(a.options.userActions, action.NewReply())
defaultActions := slices.Clone(a.options.userActions)
addPlanAction := func(actions types.Actions) types.Actions {
if !a.options.canPlan {
return actions
}
plannablesActions := []string{}
for _, a := range actions {
if a.Plannable() {
plannablesActions = append(plannablesActions, a.Definition().Name.String())
}
}
planAction := action.NewPlan(plannablesActions)
actions = append(actions, planAction)
return actions
}
defaultActions := append(a.mcpActions, a.options.userActions...)
if a.options.initiateConversations && a.selfEvaluationInProgress { // && self-evaluation..
acts := append(defaultActions, action.NewConversation())
@@ -121,7 +395,7 @@ func (a *Agent) availableActions() types.Actions {
// acts = append(acts, action.NewStop())
// }
return acts
return addPlanAction(acts)
}
if a.options.canStopItself {
@@ -129,14 +403,14 @@ func (a *Agent) availableActions() types.Actions {
if a.options.enableHUD {
acts = append(acts, action.NewState())
}
return acts
return addPlanAction(acts)
}
if a.options.enableHUD {
return append(defaultActions, action.NewState())
return addPlanAction(append(defaultActions, action.NewState()))
}
return defaultActions
return addPlanAction(defaultActions)
}
func (a *Agent) prepareHUD() (promptHUD *PromptHUD) {
@@ -151,3 +425,139 @@ func (a *Agent) prepareHUD() (promptHUD *PromptHUD) {
ShowCharacter: a.options.showCharacter,
}
}
// pickAction picks an action based on the conversation
func (a *Agent) pickAction(job *types.Job, templ string, messages []openai.ChatCompletionMessage, maxRetries int) (types.Action, types.ActionParams, string, error) {
c := messages
xlog.Debug("[pickAction] picking action starts", "messages", messages)
// Identify the goal of this conversation
if !a.options.forceReasoning {
xlog.Debug("not forcing reasoning")
// We also could avoid to use functions here and get just a reply from the LLM
// and then use the reply to get the action
thought, err := a.decision(job,
messages,
a.availableActions().ToTools(),
"",
maxRetries)
if err != nil {
return nil, nil, "", err
}
xlog.Debug(fmt.Sprintf("thought action Name: %v", thought.actioName))
xlog.Debug(fmt.Sprintf("thought message: %v", thought.message))
// Find the action
chosenAction := a.availableActions().Find(thought.actioName)
if chosenAction == nil || thought.actioName == "" {
xlog.Debug("no answer")
// LLM replied with an answer?
//fmt.Errorf("no action found for intent:" + thought.actioName)
return nil, nil, thought.message, nil
}
xlog.Debug(fmt.Sprintf("chosenAction: %v", chosenAction.Definition().Name))
return chosenAction, thought.actionParams, thought.message, nil
}
xlog.Debug("[pickAction] forcing reasoning")
prompt, err := renderTemplate(templ, a.prepareHUD(), a.availableActions(), "")
if err != nil {
return nil, nil, "", err
}
// Get the LLM to think on what to do
// and have a thought
if !Messages(c).Exist(prompt) {
c = append([]openai.ChatCompletionMessage{
{
Role: "system",
Content: prompt,
},
}, c...)
}
thought, err := a.decision(job,
c,
types.Actions{action.NewReasoning()}.ToTools(),
action.NewReasoning().Definition().Name.String(), maxRetries)
if err != nil {
return nil, nil, "", err
}
originalReasoning := ""
response := &action.ReasoningResponse{}
if thought.actionParams != nil {
if err := thought.actionParams.Unmarshal(response); err != nil {
return nil, nil, "", err
}
originalReasoning = response.Reasoning
}
if thought.message != "" {
originalReasoning = thought.message
}
xlog.Debug("[pickAction] picking action", "messages", c)
// thought, err := a.askLLM(ctx,
// c,
actionsID := []string{"reply"}
for _, m := range a.availableActions() {
actionsID = append(actionsID, m.Definition().Name.String())
}
xlog.Debug("[pickAction] actionsID", "actionsID", actionsID)
intentionsTools := action.NewIntention(actionsID...)
// TODO: FORCE to select ana ction here
// NOTE: we do not give the full conversation here to pick the action
// to avoid hallucinations
// Extract an action
params, err := a.decision(job,
append(c, openai.ChatCompletionMessage{
Role: "system",
Content: "Pick the relevant action given the following reasoning: " + originalReasoning,
}),
types.Actions{intentionsTools}.ToTools(),
intentionsTools.Definition().Name.String(), maxRetries)
if err != nil {
return nil, nil, "", fmt.Errorf("failed to get the action tool parameters: %v", err)
}
if params.actionParams == nil {
xlog.Debug("[pickAction] no action params found")
return nil, nil, params.message, nil
}
actionChoice := action.IntentResponse{}
err = params.actionParams.Unmarshal(&actionChoice)
if err != nil {
return nil, nil, "", err
}
if actionChoice.Tool == "" || actionChoice.Tool == "reply" {
xlog.Debug("[pickAction] no action found, replying")
return nil, nil, "", nil
}
chosenAction := a.availableActions().Find(actionChoice.Tool)
xlog.Debug("[pickAction] chosenAction", "chosenAction", chosenAction, "actionName", actionChoice.Tool)
// // Let's double check if the action is correct by asking the LLM to judge it
// if chosenAction!= nil {
// promptString:= "Given the following goal and thoughts, is the action correct? \n\n"
// promptString+= fmt.Sprintf("Goal: %s\n", goalResponse.Goal)
// promptString+= fmt.Sprintf("Thoughts: %s\n", originalReasoning)
// promptString+= fmt.Sprintf("Action: %s\n", chosenAction.Definition().Name.String())
// promptString+= fmt.Sprintf("Action description: %s\n", chosenAction.Definition().Description)
// promptString+= fmt.Sprintf("Action parameters: %s\n", params.actionParams)
// }
return chosenAction, nil, originalReasoning, nil
}
+569 -827
View File
File diff suppressed because it is too large Load Diff
+10 -45
View File
@@ -37,15 +37,14 @@ var debugOptions = []types.JobOption{
}
type TestAction struct {
response map[string]string
definition *types.ActionDefinition
response map[string]string
}
func (a *TestAction) Plannable() bool {
return true
}
func (a *TestAction) Run(c context.Context, sharedState *types.AgentSharedState, p types.ActionParams) (types.ActionResult, error) {
func (a *TestAction) Run(c context.Context, p types.ActionParams) (types.ActionResult, error) {
for k, r := range a.response {
if strings.Contains(strings.ToLower(p.String()), strings.ToLower(k)) {
return types.ActionResult{Result: r}, nil
@@ -56,7 +55,7 @@ func (a *TestAction) Run(c context.Context, sharedState *types.AgentSharedState,
}
func (a *TestAction) Definition() types.ActionDefinition {
def := types.ActionDefinition{
return types.ActionDefinition{
Name: "get_weather",
Description: "get current weather",
Properties: map[string]jsonschema.Definition{
@@ -72,11 +71,6 @@ func (a *TestAction) Definition() types.ActionDefinition {
Required: []string{"location"},
}
if a.definition != nil {
def = *a.definition
}
return def
}
type FakeStoreResultAction struct {
@@ -134,6 +128,7 @@ var _ = Describe("Agent test", func() {
WithModel(testModel),
EnableForceReasoning,
WithTimeout("10m"),
WithLoopDetectionSteps(3),
// WithRandomIdentity(),
WithActions(&TestAction{response: map[string]string{
"boston": testActionResult,
@@ -158,9 +153,6 @@ var _ = Describe("Agent test", func() {
}
Expect(reasons).To(ContainElement(testActionResult), fmt.Sprint(res))
Expect(reasons).To(ContainElement(testActionResult2), fmt.Sprint(res))
Expect(len(res.Conversation)).To(BeNumerically(">", 1), fmt.Sprint(res.Conversation))
reasons = []string{}
res = agent.Ask(
@@ -233,33 +225,8 @@ var _ = Describe("Agent test", func() {
WithModel(testModel),
WithLLMAPIKey(apiKeyURL),
WithTimeout("10m"),
WithMaxEvaluationLoops(1),
WithActions(
&TestAction{
response: map[string]string{
"boston": testActionResult,
"milan": testActionResult2,
},
},
&TestAction{
response: map[string]string{
"flight": "Flight options from Boston to Milan (April 22-26, 2025):\n• Outbound: Boston Logan (BOS) → Milan Malpensa (MXP), April 22, 2025\n - Economy: $450-650 (Alitalia, Delta, Lufthansa)\n - Business: $1,200-1,800\n - Flight time: 8h 15m (1 stop) or 9h 45m (direct)\n• Return: Milan Malpensa (MXP) → Boston Logan (BOS), April 26, 2025\n - Economy: $420-580\n - Business: $1,100-1,600\n• Total estimated cost: $870-1,230 per person\n• Best booking window: 2-3 months in advance for optimal prices",
"hotel": "Hotel recommendations in Milan for April 22-26, 2025:\n• Luxury (4-5 stars): $200-400/night\n - Hotel Principe di Savoia: $380/night (central location)\n - Mandarin Oriental: $420/night (luxury amenities)\n• Mid-range (3-4 stars): $120-200/night\n - Hotel Spadari al Duomo: $160/night (near cathedral)\n - Hotel Milano Scala: $140/night (theater district)\n• Budget (2-3 stars): $80-120/night\n - Hotel Bernina: $95/night (near train station)\n• Total 4-night stay: $320-1,680 depending on category\n• Booking tip: Reserve early for spring season discounts",
"car": "Car rental options in Milan for April 22-26, 2025:\n• Economy cars: $35-50/day (Fiat 500, VW Polo)\n• Compact cars: $45-65/day (Ford Focus, Opel Astra)\n• Mid-size cars: $60-85/day (BMW 3 Series, Audi A4)\n• SUV/Luxury: $90-150/day (BMW X3, Mercedes E-Class)\n• Total 4-day rental: $140-600\n• Pickup locations: Milan Malpensa Airport, Milan Central Station, city center\n• Insurance: $15-25/day additional\n• Fuel: ~$60-80 for 4 days of city driving\n• Parking: $20-40/day in city center hotels",
"food": "Dining budget and recommendations for Milan (April 22-26, 2025):\n• Fine dining: $80-150/person (Michelin-starred restaurants)\n - Cracco: $120/person (2 Michelin stars)\n - Trussardi alla Scala: $100/person\n• Mid-range restaurants: $40-80/person\n - Luini: $15/person (famous panzerotti)\n - Piz: $25/person (authentic pizza)\n• Casual dining: $20-40/person\n - Aperitivo bars: $15-25/person\n - Street food: $8-15/person\n• Daily food budget: $60-120/person\n• Total 4-day food cost: $240-480/person\n• Must-try: Risotto alla Milanese, Osso Buco, Panettone",
},
definition: &types.ActionDefinition{
Name: "search_internet",
Description: "search the internet for information",
Properties: map[string]jsonschema.Definition{
"query": {
Type: jsonschema.String,
Description: "The query to search for",
},
},
Required: []string{"query"},
},
},
actions.NewSearch(map[string]string{}),
),
EnablePlanning,
EnableForceReasoning,
@@ -271,20 +238,18 @@ var _ = Describe("Agent test", func() {
defer agent.Stop()
result := agent.Ask(
types.WithText("Create a plan for my 4-day trip from Boston to milan in April of this year (2025). I'm not sure about the dates yet, I want you to find out the best dates also according to what you find."),
types.WithText("Thoroughly plan a trip to San Francisco from Venice, Italy; check flight times, visa requirements and whether electrical items are allowed in cabin luggage."),
)
Expect(len(result.Conversation)).To(BeNumerically(">", 1), fmt.Sprint(result.Conversation))
Expect(len(result.Plans)).To(BeNumerically(">=", 1), fmt.Sprintf("%+v", result))
Expect(len(result.State)).To(BeNumerically(">=", 1))
Expect(len(result.State)).To(BeNumerically(">", 1))
actionsExecuted := []string{}
for _, r := range result.State {
xlog.Info(r.Result)
actionsExecuted = append(actionsExecuted, r.Action.Definition().Name.String())
}
Expect(actionsExecuted).To(Or(ContainElement("search_internet"), ContainElement("get_weather")), fmt.Sprint(result))
Expect(actionsExecuted).To(ContainElement("search_internet"), fmt.Sprint(result))
Expect(actionsExecuted).To(ContainElement("plan"), fmt.Sprint(result))
})
It("Can initiate conversations", func() {
+1 -1
View File
@@ -12,7 +12,7 @@ func (a *Agent) generateIdentity(guidance string) error {
guidance = "Generate a random character for roleplaying."
}
err := llm.GenerateTypedJSONWithGuidance(a.context.Context, a.client, "Generate a character as JSON data. "+guidance, a.options.LLMAPI.Model, a.options.character.ToJSONSchema(), &a.options.character)
err := llm.GenerateTypedJSON(a.context.Context, a.client, "Generate a character as JSON data. "+guidance, a.options.LLMAPI.Model, a.options.character.ToJSONSchema(), &a.options.character)
//err := llm.GenerateJSONFromStruct(a.context.Context, a.client, guidance, a.options.LLMAPI.Model, &a.options.character)
a.Character = a.options.character
if err != nil {
+19 -60
View File
@@ -6,26 +6,15 @@ import (
"path/filepath"
"time"
"github.com/mudler/LocalAGI/core/types"
"github.com/mudler/LocalAGI/pkg/xlog"
"github.com/mudler/cogito"
"github.com/sashabaranov/go-openai"
)
func (a *Agent) knowledgeBaseLookup(job *types.Job, conv Messages) Messages {
func (a *Agent) knowledgeBaseLookup(conv Messages) {
if (!a.options.enableKB && !a.options.enableLongTermMemory && !a.options.enableSummaryMemory) ||
len(conv) <= 0 {
xlog.Debug("[Knowledge Base Lookup] Disabled, skipping", "agent", a.Character.Name)
return conv
}
var obs *types.Observable
if job != nil && job.Obs != nil && a.observer != nil {
obs = a.observer.NewObservable()
obs.Name = "Recall"
obs.Icon = "database"
obs.ParentID = job.Obs.ID
a.observer.Update(*obs)
return
}
// Walk conversation from bottom to top, and find the first message of the user
@@ -36,35 +25,17 @@ func (a *Agent) knowledgeBaseLookup(job *types.Job, conv Messages) Messages {
if userMessage == "" {
xlog.Info("[Knowledge Base Lookup] No user message found in conversation", "agent", a.Character.Name)
if obs != nil {
obs.Completion = &types.Completion{
Error: "No user message found in conversation",
}
a.observer.Update(*obs)
}
return conv
return
}
results, err := a.options.ragdb.Search(userMessage, a.options.kbResults)
if err != nil {
xlog.Info("Error finding similar strings inside KB:", "error", err)
if obs != nil {
obs.AddProgress(types.Progress{
Error: fmt.Sprintf("Error searching knowledge base: %v", err),
})
a.observer.Update(*obs)
}
}
if len(results) == 0 {
xlog.Info("[Knowledge Base Lookup] No similar strings found in KB", "agent", a.Character.Name)
if obs != nil {
obs.Completion = &types.Completion{
ActionResult: "No similar strings found in knowledge base",
}
a.observer.Update(*obs)
}
return conv
return
}
formatResults := ""
@@ -73,30 +44,17 @@ func (a *Agent) knowledgeBaseLookup(job *types.Job, conv Messages) Messages {
}
xlog.Info("[Knowledge Base Lookup] Found similar strings in KB", "agent", a.Character.Name, "results", formatResults)
if obs != nil {
obs.AddProgress(types.Progress{
ActionResult: fmt.Sprintf("Found %d results in knowledge base", len(results)),
})
a.observer.Update(*obs)
}
// Create the message to add to conversation
systemMessage := openai.ChatCompletionMessage{
Role: "system",
Content: fmt.Sprintf("Given the user input you have the following in memory:\n%s", formatResults),
}
// Add the message to the conversation
conv = append([]openai.ChatCompletionMessage{systemMessage}, conv...)
if obs != nil {
obs.Completion = &types.Completion{
Conversation: []openai.ChatCompletionMessage{systemMessage},
}
a.observer.Update(*obs)
}
return conv
// conv = append(conv,
// openai.ChatCompletionMessage{
// Role: "system",
// Content: fmt.Sprintf("Given the user input you have the following in memory:\n%s", formatResults),
// },
// )
conv = append([]openai.ChatCompletionMessage{
{
Role: "system",
Content: fmt.Sprintf("Given the user input you have the following in memory:\n%s", formatResults),
}}, conv...)
}
func (a *Agent) saveConversation(m Messages, prefix string) error {
@@ -126,12 +84,13 @@ func (a *Agent) saveCurrentConversation(conv Messages) {
xlog.Info("Saving conversation", "agent", a.Character.Name, "conversation size", len(conv))
if a.options.enableSummaryMemory && len(conv) > 0 {
fragment := cogito.NewEmptyFragment().AddStartMessage("user", "Summarize the conversation below, keep the highlights as a bullet list:\n"+Messages(conv).String())
fragment, err := a.llm.Ask(a.context.Context, fragment)
msg, err := a.askLLM(a.context.Context, []openai.ChatCompletionMessage{{
Role: "user",
Content: "Summarize the conversation below, keep the highlights as a bullet list:\n" + Messages(conv).String(),
}}, maxRetries)
if err != nil {
xlog.Error("Error summarizing conversation", "error", err)
}
msg := fragment.LastMessage()
if err := a.options.ragdb.Store(msg.Content); err != nil {
xlog.Error("Error storing into memory", "error", err)
+99 -156
View File
@@ -3,47 +3,60 @@ package agent
import (
"context"
"encoding/json"
"fmt"
"os"
"os/exec"
"time"
"errors"
"net/http"
"github.com/modelcontextprotocol/go-sdk/mcp"
mcp "github.com/metoro-io/mcp-golang"
"github.com/metoro-io/mcp-golang/transport/http"
"github.com/mudler/LocalAGI/core/types"
"github.com/mudler/LocalAGI/pkg/xlog"
"github.com/sashabaranov/go-openai/jsonschema"
)
var _ types.Action = &mcpWrapperAction{}
var _ types.Action = &mcpAction{}
type MCPServer struct {
URL string `json:"url"`
Token string `json:"token"`
}
type MCPSTDIOServer struct {
Args []string `json:"args"`
Env []string `json:"env"`
Cmd string `json:"cmd"`
}
type mcpWrapperAction struct {
mcpClient *mcp.ClientSession
type mcpAction struct {
mcpClient *mcp.Client
inputSchema ToolInputSchema
toolName string
toolDescription string
}
func (m *mcpWrapperAction) Run(ctx context.Context, sharedState *types.AgentSharedState, params types.ActionParams) (types.ActionResult, error) {
// We don't call the method here, it is used by cogito.
// We will just use these to have a list of actions that MCP server provides for resolving internal states
return types.ActionResult{Result: "MCP action called"}, fmt.Errorf("not implemented")
func (a *mcpAction) Plannable() bool {
return true
}
func (m *mcpWrapperAction) Definition() types.ActionDefinition {
func (m *mcpAction) Run(ctx context.Context, params types.ActionParams) (types.ActionResult, error) {
resp, err := m.mcpClient.CallTool(ctx, m.toolName, params)
if err != nil {
xlog.Error("Failed to call tool", "error", err.Error())
return types.ActionResult{}, err
}
xlog.Debug("MCP response", "response", resp)
textResult := ""
for _, c := range resp.Content {
switch c.Type {
case mcp.ContentTypeText:
textResult += c.TextContent.Text + "\n"
case mcp.ContentTypeImage:
xlog.Error("Image content not supported yet")
case mcp.ContentTypeEmbeddedResource:
xlog.Error("Embedded resource content not supported yet")
}
}
return types.ActionResult{
Result: textResult,
}, nil
}
func (m *mcpAction) Definition() types.ActionDefinition {
props := map[string]jsonschema.Definition{}
dat, err := json.Marshal(m.inputSchema.Properties)
if err != nil {
@@ -66,156 +79,86 @@ type ToolInputSchema struct {
Required []string `json:"required,omitempty"`
}
func (a *Agent) addTools(client *mcp.ClientSession) (types.Actions, error) {
var generatedActions types.Actions
tools, err := client.ListTools(a.context, nil)
if err != nil {
xlog.Error("Failed to list tools", "error", err.Error())
return nil, err
}
for _, t := range tools.Tools {
desc := ""
if t.Description != "" {
desc = t.Description
}
xlog.Debug("Tool", "name", t.Name, "description", desc)
dat, err := json.Marshal(t.InputSchema)
if err != nil {
xlog.Error("Failed to marshal input schema", "error", err.Error())
}
xlog.Debug("Input schema", "tool", t.Name, "schema", string(dat))
// XXX: This is a wild guess, to verify (data types might be incompatible)
var inputSchema ToolInputSchema
err = json.Unmarshal(dat, &inputSchema)
if err != nil {
xlog.Error("Failed to unmarshal input schema", "error", err.Error())
}
// Create a new action with Client + tool
generatedActions = append(generatedActions, &mcpWrapperAction{
mcpClient: client,
toolName: t.Name,
inputSchema: inputSchema,
toolDescription: desc,
})
}
return generatedActions, nil
}
// bearerTokenRoundTripper is a custom roundtripper that injects a bearer token
// into HTTP requests
type bearerTokenRoundTripper struct {
token string
base http.RoundTripper
}
// RoundTrip implements the http.RoundTripper interface
func (rt *bearerTokenRoundTripper) RoundTrip(req *http.Request) (*http.Response, error) {
if rt.token != "" {
req.Header.Set("Authorization", "Bearer "+rt.token)
}
return rt.base.RoundTrip(req)
}
// newBearerTokenRoundTripper creates a new roundtripper that injects the given token
func newBearerTokenRoundTripper(token string, base http.RoundTripper) http.RoundTripper {
if base == nil {
base = http.DefaultTransport
}
return &bearerTokenRoundTripper{
token: token,
base: base,
}
}
func (a *Agent) initMCPActions() error {
a.closeMCPSTDIOServers() // Make sure we stop all previous servers if any is active
a.mcpActionDefinitions = nil
a.mcpActions = nil
var err error
generatedActions := types.Actions{}
client := mcp.NewClient(&mcp.Implementation{Name: "LocalAI", Version: "v1.0.0"}, nil)
// Connect to a server over stdin/stdout.
// MCP HTTP Servers
for _, mcpServer := range a.options.mcpServers {
// Create HTTP client with custom roundtripper for bearer token injection
httpclient := &http.Client{
Timeout: 360 * time.Second,
Transport: newBearerTokenRoundTripper(mcpServer.Token, http.DefaultTransport),
transport := http.NewHTTPClientTransport("/mcp")
transport.WithBaseURL(mcpServer.URL)
if mcpServer.Token != "" {
transport.WithHeader("Authorization", "Bearer "+mcpServer.Token)
}
transport := &mcp.SSEClientTransport{HTTPClient: httpclient, Endpoint: mcpServer.URL}
// Create a new client
session, err := client.Connect(a.context, transport, nil)
if err != nil {
xlog.Error("Failed to connect to MCP server", "server", mcpServer, "error", err.Error())
client := mcp.NewClient(transport)
xlog.Debug("Initializing client", "server", mcpServer.URL)
// Initialize the client
response, e := client.Initialize(a.context)
if e != nil {
xlog.Error("Failed to initialize client", "error", e.Error(), "server", mcpServer)
if err == nil {
err = e
} else {
err = errors.Join(err, e)
}
continue
}
a.mcpSessions = append(a.mcpSessions, session)
xlog.Debug("Adding tools for MCP server", "server", mcpServer)
actions, err := a.addTools(session)
if err != nil {
xlog.Error("Failed to add tools for MCP server", "server", mcpServer, "error", err.Error())
xlog.Debug("Client initialized: %v", response.Instructions)
var cursor *string
for {
tools, err := client.ListTools(a.context, cursor)
if err != nil {
xlog.Error("Failed to list tools", "error", err.Error())
return err
}
for _, t := range tools.Tools {
desc := ""
if t.Description != nil {
desc = *t.Description
}
xlog.Debug("Tool", "mcpServer", mcpServer, "name", t.Name, "description", desc)
dat, err := json.Marshal(t.InputSchema)
if err != nil {
xlog.Error("Failed to marshal input schema", "error", err.Error())
}
xlog.Debug("Input schema", "mcpServer", mcpServer, "tool", t.Name, "schema", string(dat))
// XXX: This is a wild guess, to verify (data types might be incompatible)
var inputSchema ToolInputSchema
err = json.Unmarshal(dat, &inputSchema)
if err != nil {
xlog.Error("Failed to unmarshal input schema", "error", err.Error())
}
// Create a new action with Client + tool
generatedActions = append(generatedActions, &mcpAction{
mcpClient: client,
toolName: t.Name,
inputSchema: inputSchema,
toolDescription: desc,
})
}
if tools.NextCursor == nil {
break // No more pages
}
cursor = tools.NextCursor
}
generatedActions = append(generatedActions, actions...)
}
// MCP STDIO Servers
a.closeMCPSTDIOServers() // Make sure we stop all previous servers if any is active
if a.options.mcpPrepareScript != "" {
xlog.Debug("Preparing MCP", "script", a.options.mcpPrepareScript)
prepareCmd := exec.Command("/bin/bash", "-c", a.options.mcpPrepareScript)
output, err := prepareCmd.CombinedOutput()
if err != nil {
xlog.Error("Failed with error: '%s' - %s", err.Error(), output)
}
xlog.Debug("Prepared MCP: \n%s", output)
}
for _, mcpStdioServer := range a.options.mcpStdioServers {
command := exec.Command(mcpStdioServer.Cmd, mcpStdioServer.Args...)
command.Env = os.Environ()
command.Env = append(command.Env, mcpStdioServer.Env...)
// Create a new client
session, err := client.Connect(a.context, &mcp.CommandTransport{
Command: command}, nil)
if err != nil {
xlog.Error("Failed to connect to MCP server", "server", mcpStdioServer, "error", err.Error())
continue
}
a.mcpSessions = append(a.mcpSessions, session)
xlog.Debug("Adding tools for MCP server (stdio)", "server", mcpStdioServer)
actions, err := a.addTools(session)
if err != nil {
xlog.Error("Failed to add tools for MCP server", "server", mcpStdioServer, "error", err.Error())
}
generatedActions = append(generatedActions, actions...)
}
a.mcpActionDefinitions = generatedActions
a.mcpActions = generatedActions
return err
}
func (a *Agent) closeMCPSTDIOServers() {
for _, s := range a.mcpSessions {
s.Close()
}
}
+2 -12
View File
@@ -14,7 +14,6 @@ type Observer interface {
NewObservable() *types.Observable
Update(types.Observable)
History() []types.Observable
ClearHistory()
}
type SSEObserver struct {
@@ -22,8 +21,8 @@ type SSEObserver struct {
maxID int32
manager sse.Manager
mutex sync.Mutex
history []types.Observable
mutex sync.Mutex
history []types.Observable
historyLast int
}
@@ -38,7 +37,6 @@ func NewSSEObserver(agent string, manager sse.Manager) *SSEObserver {
func (s *SSEObserver) NewObservable() *types.Observable {
id := atomic.AddInt32(&s.maxID, 1)
return &types.Observable{
ID: id - 1,
Agent: s.agent,
@@ -87,11 +85,3 @@ func (s *SSEObserver) History() []types.Observable {
return h
}
func (s *SSEObserver) ClearHistory() {
s.mutex.Lock()
defer s.mutex.Unlock()
s.history = make([]types.Observable, 100)
s.historyLast = 0
}
+18 -108
View File
@@ -12,13 +12,10 @@ import (
type Option func(*options) error
type llmOptions struct {
APIURL string
APIKey string
Model string
MultimodalModel string
TranscriptionModel string
TranscriptionLanguage string
TTSModel string
APIURL string
APIKey string
Model string
MultimodalModel string
}
type options struct {
@@ -27,12 +24,11 @@ type options struct {
randomIdentityGuidance string
randomIdentity bool
userActions types.Actions
jobFilters types.JobFilters
enableHUD, standaloneJob, showCharacter, enableKB, enableSummaryMemory, enableLongTermMemory bool
stripThinkingTags bool
canStopItself bool
initiateConversations bool
loopDetectionSteps int
forceReasoning bool
canPlan bool
characterfile string
@@ -44,10 +40,6 @@ type options struct {
kbResults int
ragdb RAGDB
// Evaluation settings
maxEvaluationLoops int
enableEvaluation bool
prompts []DynamicPrompt
systemPrompt string
@@ -58,15 +50,11 @@ type options struct {
conversationsPath string
mcpServers []MCPServer
mcpStdioServers []MCPSTDIOServer
mcpPrepareScript string
mcpServers []MCPServer
newConversationsSubscribers []func(openai.ChatCompletionMessage)
observer Observer
parallelJobs int
lastMessageDuration time.Duration
observer Observer
}
func (o *options) SeparatedMultimodalModel() bool {
@@ -75,16 +63,10 @@ func (o *options) SeparatedMultimodalModel() bool {
func defaultOptions() *options {
return &options{
parallelJobs: 1,
periodicRuns: 15 * time.Minute,
maxEvaluationLoops: 2,
enableEvaluation: false,
periodicRuns: 15 * time.Minute,
LLMAPI: llmOptions{
APIURL: "http://localhost:8080",
Model: "gpt-4",
TranscriptionModel: "whisper-1",
TranscriptionLanguage: "",
TTSModel: "tts-1",
APIURL: "http://localhost:8080",
Model: "gpt-4",
},
character: Character{
Name: "",
@@ -134,6 +116,13 @@ func WithTimeout(timeout string) Option {
}
}
func WithLoopDetectionSteps(steps int) Option {
return func(o *options) error {
o.loopDetectionSteps = steps
return nil
}
}
func WithConversationsPath(path string) Option {
return func(o *options) error {
o.conversationsPath = path
@@ -149,24 +138,6 @@ func EnableKnowledgeBaseWithResults(results int) Option {
}
}
func WithLastMessageDuration(duration string) Option {
return func(o *options) error {
d, err := time.ParseDuration(duration)
if err != nil {
d = types.DefaultLastMessageDuration
}
o.lastMessageDuration = d
return nil
}
}
func WithParallelJobs(jobs int) Option {
return func(o *options) error {
o.parallelJobs = jobs
return nil
}
}
func WithNewConversationSubscriber(sub func(openai.ChatCompletionMessage)) Option {
return func(o *options) error {
o.newConversationsSubscribers = append(o.newConversationsSubscribers, sub)
@@ -227,20 +198,6 @@ func WithMCPServers(servers ...MCPServer) Option {
}
}
func WithMCPSTDIOServers(servers ...MCPSTDIOServer) Option {
return func(o *options) error {
o.mcpStdioServers = servers
return nil
}
}
func WithMCPPrepareScript(script string) Option {
return func(o *options) error {
o.mcpPrepareScript = script
return nil
}
}
func WithLLMAPIURL(url string) Option {
return func(o *options) error {
o.LLMAPI.APIURL = url
@@ -382,56 +339,9 @@ func WithActions(actions ...types.Action) Option {
}
}
func WithJobFilters(filters ...types.JobFilter) Option {
return func(o *options) error {
o.jobFilters = filters
return nil
}
}
func WithObserver(observer Observer) Option {
return func(o *options) error {
o.observer = observer
return nil
}
}
var EnableStripThinkingTags = func(o *options) error {
o.stripThinkingTags = true
return nil
}
func WithMaxEvaluationLoops(loops int) Option {
return func(o *options) error {
o.maxEvaluationLoops = loops
return nil
}
}
func EnableEvaluation() Option {
return func(o *options) error {
o.enableEvaluation = true
return nil
}
}
func WithTranscriptionModel(model string) Option {
return func(o *options) error {
o.LLMAPI.TranscriptionModel = model
return nil
}
}
func WithTranscriptionLanguage(language string) Option {
return func(o *options) error {
o.LLMAPI.TranscriptionLanguage = language
return nil
}
}
func WithTTSModel(model string) Option {
return func(o *options) error {
o.LLMAPI.TTSModel = model
return nil
}
}
+1 -3
View File
@@ -1,8 +1,6 @@
package agent
import "github.com/mudler/LocalAGI/core/types"
type DynamicPrompt interface {
Render(a *Agent) (types.PromptResult, error)
Render(a *Agent) (string, error)
Role() string
}
+3 -3
View File
@@ -14,10 +14,10 @@ import (
// all information that should be displayed to the LLM
// in the prompts
type PromptHUD struct {
Character Character `json:"character"`
Character Character `json:"character"`
CurrentState types.AgentInternalState `json:"current_state"`
PermanentGoal string `json:"permanent_goal"`
ShowCharacter bool `json:"show_character"`
PermanentGoal string `json:"permanent_goal"`
ShowCharacter bool `json:"show_character"`
}
type Character struct {
-1
View File
@@ -25,7 +25,6 @@ var _ = Describe("Agent test", func() {
agent, err = New(
WithLLMAPIURL(apiURL),
WithModel(testModel),
WithTimeout("10m"),
WithRandomIdentity(),
)
Expect(err).ToNot(HaveOccurred())
+44 -19
View File
@@ -2,32 +2,18 @@ package agent
import (
"bytes"
"text/template"
"html/template"
"time"
"github.com/Masterminds/sprig/v3"
"github.com/mudler/LocalAGI/core/types"
"github.com/sashabaranov/go-openai"
)
func templateBase(templateName, templatetext string) (*template.Template, error) {
return template.New(templateName).Funcs(sprig.FuncMap()).Parse(templatetext)
}
func templateExecute(template *template.Template, data interface{}) (string, error) {
prompt := bytes.NewBuffer([]byte{})
err := template.Execute(prompt, data)
if err != nil {
return "", err
}
return prompt.String(), nil
}
func renderTemplate(templ string, hud *PromptHUD, actions types.Actions, reasoning string) (string, error) {
// prepare the prompt
prompt := bytes.NewBuffer([]byte{})
promptTemplate, err := templateBase("pickAction", templ)
promptTemplate, err := template.New("pickAction").Parse(templ)
if err != nil {
return "", err
}
@@ -48,7 +34,7 @@ func renderTemplate(templ string, hud *PromptHUD, actions types.Actions, reasoni
Actions: definitions,
HUD: hud,
Reasoning: reasoning,
Time: time.Now().UTC().Format(time.RFC1123),
Time: time.Now().Format(time.RFC3339),
})
if err != nil {
return "", err
@@ -94,8 +80,7 @@ Current State:
- Current Goal: {{if .CurrentState.Goal}}{{.CurrentState.Goal}}{{else}}None{{end}}
- Action History: {{range .CurrentState.DoneHistory}}{{.}} {{end}}
- Short-term Memory: {{range .CurrentState.Memories}}{{.}} {{end}}{{end}}
Current Time and Date: {{.Time}}`
Current Time: {{.Time}}`
const pickSelfTemplate = `
You are an autonomous AI agent with a defined character and state (as shown above).
@@ -108,6 +93,7 @@ Guidelines:
4. Update your state appropriately
When making decisions:
- Use the "reply" tool to provide final responses
- Update your state using appropriate tools
- Plan complex tasks using the planning tool
- Consider both immediate and long-term goals
@@ -118,4 +104,43 @@ Remember:
- Keep track of your progress and state
- Be proactive in addressing potential issues
Available Tools:
{{range .Actions -}}
- {{.Name}}: {{.Description }}
{{ end }}
{{if .Reasoning}}Previous Reasoning: {{.Reasoning}}{{end}}
` + hudTemplate
const reSelfEvalTemplate = pickSelfTemplate
const pickActionTemplate = hudTemplate + `
Your only task is to analyze the conversation and determine a goal and the best tool to use, or just a final response if we have fullfilled the goal.
Guidelines:
1. Review the current state, what was done already and context
2. Consider available tools and their purposes
3. Plan your approach carefully
4. Explain your reasoning clearly
When choosing actions:
- Use "reply" or "answer" tools for direct responses
- Select appropriate tools for specific tasks
- Consider the impact of each action
- Plan for potential challenges
Decision Process:
1. Analyze the situation
2. Consider available options
3. Choose the best course of action
4. Explain your reasoning
5. Execute the chosen action
Available Tools:
{{range .Actions -}}
- {{.Name}}: {{.Description }}
{{ end }}
{{if .Reasoning}}Previous Reasoning: {{.Reasoning}}{{end}}`
const reEvalTemplate = pickActionTemplate
@@ -1,13 +0,0 @@
package conversations_test
import (
"testing"
. "github.com/onsi/ginkgo/v2"
. "github.com/onsi/gomega"
)
func TestConversations(t *testing.T) {
RegisterFailHandler(Fail)
RunSpecs(t, "Conversations test suite")
}
+14 -251
View File
@@ -2,8 +2,6 @@ package state
import (
"encoding/json"
"fmt"
"strings"
"github.com/mudler/LocalAGI/core/agent"
"github.com/mudler/LocalAGI/core/types"
@@ -31,32 +29,20 @@ func (d DynamicPromptsConfig) ToMap() map[string]string {
return config
}
type FiltersConfig struct {
Type string `json:"type"`
Config string `json:"config"`
}
type AgentConfig struct {
Connector []ConnectorConfig `json:"connectors" form:"connectors" `
Actions []ActionsConfig `json:"actions" form:"actions"`
DynamicPrompts []DynamicPromptsConfig `json:"dynamic_prompts" form:"dynamic_prompts"`
MCPServers []agent.MCPServer `json:"mcp_servers" form:"mcp_servers"`
MCPSTDIOServers []agent.MCPSTDIOServer `json:"mcp_stdio_servers" form:"mcp_stdio_servers"`
MCPPrepareScript string `json:"mcp_prepare_script" form:"mcp_prepare_script"`
Filters []FiltersConfig `json:"filters" form:"filters"`
Connector []ConnectorConfig `json:"connectors" form:"connectors" `
Actions []ActionsConfig `json:"actions" form:"actions"`
DynamicPrompts []DynamicPromptsConfig `json:"dynamic_prompts" form:"dynamic_prompts"`
MCPServers []agent.MCPServer `json:"mcp_servers" form:"mcp_servers"`
Description string `json:"description" form:"description"`
Model string `json:"model" form:"model"`
MultimodalModel string `json:"multimodal_model" form:"multimodal_model"`
TranscriptionModel string `json:"transcription_model" form:"transcription_model"`
TranscriptionLanguage string `json:"transcription_language" form:"transcription_language"`
TTSModel string `json:"tts_model" form:"tts_model"`
APIURL string `json:"api_url" form:"api_url"`
APIKey string `json:"api_key" form:"api_key"`
LocalRAGURL string `json:"local_rag_url" form:"local_rag_url"`
LocalRAGAPIKey string `json:"local_rag_api_key" form:"local_rag_api_key"`
LastMessageDuration string `json:"last_message_duration" form:"last_message_duration"`
Model string `json:"model" form:"model"`
MultimodalModel string `json:"multimodal_model" form:"multimodal_model"`
APIURL string `json:"api_url" form:"api_url"`
APIKey string `json:"api_key" form:"api_key"`
LocalRAGURL string `json:"local_rag_url" form:"local_rag_url"`
LocalRAGAPIKey string `json:"local_rag_api_key" form:"local_rag_api_key"`
Name string `json:"name" form:"name"`
HUD bool `json:"hud" form:"hud"`
@@ -70,18 +56,14 @@ type AgentConfig struct {
EnableKnowledgeBase bool `json:"enable_kb" form:"enable_kb"`
EnableReasoning bool `json:"enable_reasoning" form:"enable_reasoning"`
KnowledgeBaseResults int `json:"kb_results" form:"kb_results"`
LoopDetectionSteps int `json:"loop_detection_steps" form:"loop_detection_steps"`
CanStopItself bool `json:"can_stop_itself" form:"can_stop_itself"`
SystemPrompt string `json:"system_prompt" form:"system_prompt"`
LongTermMemory bool `json:"long_term_memory" form:"long_term_memory"`
SummaryLongTermMemory bool `json:"summary_long_term_memory" form:"summary_long_term_memory"`
ParallelJobs int `json:"parallel_jobs" form:"parallel_jobs"`
StripThinkingTags bool `json:"strip_thinking_tags" form:"strip_thinking_tags"`
EnableEvaluation bool `json:"enable_evaluation" form:"enable_evaluation"`
MaxEvaluationLoops int `json:"max_evaluation_loops" form:"max_evaluation_loops"`
}
type AgentConfigMeta struct {
Filters []config.FieldGroup
Fields []config.Field
Connectors []config.FieldGroup
Actions []config.FieldGroup
@@ -93,7 +75,6 @@ func NewAgentConfigMeta(
actionsConfig []config.FieldGroup,
connectorsConfig []config.FieldGroup,
dynamicPromptsConfig []config.FieldGroup,
filtersConfig []config.FieldGroup,
) AgentConfigMeta {
return AgentConfigMeta{
Fields: []config.Field{
@@ -147,27 +128,6 @@ func NewAgentConfigMeta(
DefaultValue: "",
Tags: config.Tags{Section: "ModelSettings"},
},
{
Name: "transcription_model",
Label: "Transcription Model",
Type: "text",
DefaultValue: "",
Tags: config.Tags{Section: "ModelSettings"},
},
{
Name: "transcription_language",
Label: "Transcription Language",
Type: "text",
DefaultValue: "",
Tags: config.Tags{Section: "ModelSettings"},
},
{
Name: "tts_model",
Label: "TTS Model",
Type: "text",
DefaultValue: "",
Tags: config.Tags{Section: "ModelSettings"},
},
{
Name: "api_url",
Label: "API URL",
@@ -287,68 +247,17 @@ func NewAgentConfigMeta(
Name: "enable_reasoning",
Label: "Enable Reasoning",
Type: "checkbox",
DefaultValue: true,
DefaultValue: false,
HelpText: "Enable agent to explain its reasoning process",
Tags: config.Tags{Section: "AdvancedSettings"},
},
{
Name: "parallel_jobs",
Label: "Parallel Jobs",
Name: "loop_detection_steps",
Label: "Max Loop Detection Steps",
Type: "number",
DefaultValue: 5,
Min: 1,
Step: 1,
HelpText: "Number of concurrent tasks that can run in parallel",
Tags: config.Tags{Section: "AdvancedSettings"},
},
{
Name: "mcp_stdio_servers",
Label: "MCP STDIO Servers",
Type: "textarea",
DefaultValue: "",
HelpText: "JSON configuration for MCP STDIO servers",
Tags: config.Tags{Section: "AdvancedSettings"},
},
{
Name: "mcp_prepare_script",
Label: "MCP Prepare Script",
Type: "textarea",
DefaultValue: "",
HelpText: "Script to prepare for running MCP servers",
Tags: config.Tags{Section: "AdvancedSettings"},
},
{
Name: "strip_thinking_tags",
Label: "Strip Thinking Tags",
Type: "checkbox",
DefaultValue: false,
HelpText: "Remove content between <thinking></thinking> and <think></think> tags from agent responses",
Tags: config.Tags{Section: "ModelSettings"},
},
{
Name: "enable_evaluation",
Label: "Enable Evaluation",
Type: "checkbox",
DefaultValue: false,
HelpText: "Enable automatic evaluation of agent responses to ensure they meet user requirements",
Tags: config.Tags{Section: "AdvancedSettings"},
},
{
Name: "max_evaluation_loops",
Label: "Max Evaluation Loops",
Type: "number",
DefaultValue: 2,
Min: 1,
Step: 1,
HelpText: "Maximum number of evaluation loops to perform when addressing gaps in responses",
Tags: config.Tags{Section: "AdvancedSettings"},
},
{
Name: "last_message_duration",
Label: "Last Message Duration",
Type: "text",
DefaultValue: "5m",
HelpText: "Duration for the last message to be considered in the conversation",
Tags: config.Tags{Section: "AdvancedSettings"},
},
},
@@ -369,7 +278,6 @@ func NewAgentConfigMeta(
DynamicPrompts: dynamicPromptsConfig,
Connectors: connectorsConfig,
Actions: actionsConfig,
Filters: filtersConfig,
}
}
@@ -378,148 +286,3 @@ type Connector interface {
AgentReasoningCallback() func(state types.ActionCurrentState) bool
Start(a *agent.Agent)
}
// UnmarshalJSON implements json.Unmarshaler for AgentConfig
func (a *AgentConfig) UnmarshalJSON(data []byte) error {
// Create a temporary type to avoid infinite recursion
type Alias AgentConfig
aux := &struct {
*Alias
MCPSTDIOServersConfig interface{} `json:"mcp_stdio_servers"`
}{
Alias: (*Alias)(a),
}
if err := json.Unmarshal(data, &aux); err != nil {
return err
}
// Handle MCP STDIO servers configuration
if aux.MCPSTDIOServersConfig != nil {
switch v := aux.MCPSTDIOServersConfig.(type) {
case string:
// Parse string configuration
var mcpConfig struct {
MCPServers map[string]struct {
Command string `json:"command"`
Args []string `json:"args"`
Env map[string]string `json:"env"`
} `json:"mcpServers"`
}
if err := json.Unmarshal([]byte(v), &mcpConfig); err != nil {
return fmt.Errorf("failed to parse MCP STDIO servers configuration: %w", err)
}
a.MCPSTDIOServers = make([]agent.MCPSTDIOServer, 0, len(mcpConfig.MCPServers))
for _, server := range mcpConfig.MCPServers {
// Convert env map to slice of "KEY=VALUE" strings
envSlice := make([]string, 0, len(server.Env))
for k, v := range server.Env {
envSlice = append(envSlice, fmt.Sprintf("%s=%s", k, v))
}
a.MCPSTDIOServers = append(a.MCPSTDIOServers, agent.MCPSTDIOServer{
Cmd: server.Command,
Args: server.Args,
Env: envSlice,
})
}
case []interface{}:
// Parse array configuration
a.MCPSTDIOServers = make([]agent.MCPSTDIOServer, 0, len(v))
for _, server := range v {
serverMap, ok := server.(map[string]interface{})
if !ok {
return fmt.Errorf("invalid server configuration format")
}
cmd, _ := serverMap["cmd"].(string)
args := make([]string, 0)
if argsInterface, ok := serverMap["args"].([]interface{}); ok {
for _, arg := range argsInterface {
if argStr, ok := arg.(string); ok {
args = append(args, argStr)
}
}
}
env := make([]string, 0)
if envInterface, ok := serverMap["env"].([]interface{}); ok {
for _, e := range envInterface {
if envStr, ok := e.(string); ok {
env = append(env, envStr)
}
}
}
a.MCPSTDIOServers = append(a.MCPSTDIOServers, agent.MCPSTDIOServer{
Cmd: cmd,
Args: args,
Env: env,
})
}
}
}
return nil
}
// MarshalJSON implements json.Marshaler for AgentConfig
func (a *AgentConfig) MarshalJSON() ([]byte, error) {
// Create a temporary type to avoid infinite recursion
type Alias AgentConfig
aux := &struct {
*Alias
MCPSTDIOServersConfig string `json:"mcp_stdio_servers,omitempty"`
}{
Alias: (*Alias)(a),
}
// Convert MCPSTDIOServers back to the expected JSON format
if len(a.MCPSTDIOServers) > 0 {
mcpConfig := struct {
MCPServers map[string]struct {
Command string `json:"command"`
Args []string `json:"args"`
Env map[string]string `json:"env"`
} `json:"mcpServers"`
}{
MCPServers: make(map[string]struct {
Command string `json:"command"`
Args []string `json:"args"`
Env map[string]string `json:"env"`
}),
}
// Convert each MCPSTDIOServer to the expected format
for i, server := range a.MCPSTDIOServers {
// Convert env slice back to map
envMap := make(map[string]string)
for _, env := range server.Env {
if parts := strings.SplitN(env, "=", 2); len(parts) == 2 {
envMap[parts[0]] = parts[1]
}
}
mcpConfig.MCPServers[fmt.Sprintf("server%d", i)] = struct {
Command string `json:"command"`
Args []string `json:"args"`
Env map[string]string `json:"env"`
}{
Command: server.Cmd,
Args: server.Args,
Env: envMap,
}
}
// Marshal the MCP config to JSON string
mcpConfigJSON, err := json.Marshal(mcpConfig)
if err != nil {
return nil, fmt.Errorf("failed to marshal MCP STDIO servers configuration: %w", err)
}
aux.MCPSTDIOServersConfig = string(mcpConfigJSON)
}
return json.Marshal(aux)
}
+59 -175
View File
@@ -26,21 +26,19 @@ import (
type AgentPool struct {
sync.Mutex
file string
pooldir string
pool AgentPoolData
agents map[string]*Agent
managers map[string]sse.Manager
agentStatus map[string]*Status
apiURL, defaultModel, defaultMultimodalModel, defaultTTSModel string
defaultTranscriptionModel, defaultTranscriptionLanguage string
imageModel, localRAGAPI, localRAGKey, apiKey string
availableActions func(*AgentConfig) func(ctx context.Context, pool *AgentPool) []types.Action
connectors func(*AgentConfig) []Connector
dynamicPrompt func(*AgentConfig) func(ctx context.Context, pool *AgentPool) []DynamicPrompt
filters func(*AgentConfig) types.JobFilters
timeout string
conversationLogs string
file string
pooldir string
pool AgentPoolData
agents map[string]*Agent
managers map[string]sse.Manager
agentStatus map[string]*Status
apiURL, defaultModel, defaultMultimodalModel string
imageModel, localRAGAPI, localRAGKey, apiKey string
availableActions func(*AgentConfig) func(ctx context.Context, pool *AgentPool) []types.Action
connectors func(*AgentConfig) []Connector
dynamicPrompt func(*AgentConfig) []DynamicPrompt
timeout string
conversationLogs string
}
type Status struct {
@@ -74,12 +72,11 @@ func loadPoolFromFile(path string) (*AgentPoolData, error) {
}
func NewAgentPool(
defaultModel, defaultMultimodalModel, defaultTranscriptionModel, defaultTranscriptionLanguage, defaultTTSModel, imageModel, apiURL, apiKey, directory string,
defaultModel, defaultMultimodalModel, imageModel, apiURL, apiKey, directory string,
LocalRAGAPI string,
availableActions func(*AgentConfig) func(ctx context.Context, pool *AgentPool) []types.Action,
connectors func(*AgentConfig) []Connector,
promptBlocks func(*AgentConfig) func(ctx context.Context, pool *AgentPool) []DynamicPrompt,
filters func(*AgentConfig) types.JobFilters,
promptBlocks func(*AgentConfig) []DynamicPrompt,
timeout string,
withLogs bool,
) (*AgentPool, error) {
@@ -96,27 +93,23 @@ func NewAgentPool(
if _, err := os.Stat(poolfile); err != nil {
// file does not exist, create a new pool
return &AgentPool{
file: poolfile,
pooldir: directory,
apiURL: apiURL,
defaultModel: defaultModel,
defaultMultimodalModel: defaultMultimodalModel,
defaultTranscriptionModel: defaultTranscriptionModel,
defaultTranscriptionLanguage: defaultTranscriptionLanguage,
defaultTTSModel: defaultTTSModel,
imageModel: imageModel,
localRAGAPI: LocalRAGAPI,
apiKey: apiKey,
agents: make(map[string]*Agent),
pool: make(map[string]AgentConfig),
agentStatus: make(map[string]*Status),
managers: make(map[string]sse.Manager),
connectors: connectors,
availableActions: availableActions,
dynamicPrompt: promptBlocks,
filters: filters,
timeout: timeout,
conversationLogs: conversationPath,
file: poolfile,
pooldir: directory,
apiURL: apiURL,
defaultModel: defaultModel,
defaultMultimodalModel: defaultMultimodalModel,
imageModel: imageModel,
localRAGAPI: LocalRAGAPI,
apiKey: apiKey,
agents: make(map[string]*Agent),
pool: make(map[string]AgentConfig),
agentStatus: make(map[string]*Status),
managers: make(map[string]sse.Manager),
connectors: connectors,
availableActions: availableActions,
dynamicPrompt: promptBlocks,
timeout: timeout,
conversationLogs: conversationPath,
}, nil
}
@@ -125,27 +118,23 @@ func NewAgentPool(
return nil, err
}
return &AgentPool{
file: poolfile,
apiURL: apiURL,
pooldir: directory,
defaultModel: defaultModel,
defaultMultimodalModel: defaultMultimodalModel,
defaultTranscriptionModel: defaultTranscriptionModel,
defaultTranscriptionLanguage: defaultTranscriptionLanguage,
defaultTTSModel: defaultTTSModel,
imageModel: imageModel,
apiKey: apiKey,
agents: make(map[string]*Agent),
managers: make(map[string]sse.Manager),
agentStatus: map[string]*Status{},
pool: *poolData,
connectors: connectors,
localRAGAPI: LocalRAGAPI,
dynamicPrompt: promptBlocks,
filters: filters,
availableActions: availableActions,
timeout: timeout,
conversationLogs: conversationPath,
file: poolfile,
apiURL: apiURL,
pooldir: directory,
defaultModel: defaultModel,
defaultMultimodalModel: defaultMultimodalModel,
imageModel: imageModel,
apiKey: apiKey,
agents: make(map[string]*Agent),
managers: make(map[string]sse.Manager),
agentStatus: map[string]*Status{},
pool: *poolData,
connectors: connectors,
localRAGAPI: LocalRAGAPI,
dynamicPrompt: promptBlocks,
availableActions: availableActions,
timeout: timeout,
conversationLogs: conversationPath,
}, nil
}
@@ -177,56 +166,7 @@ func (a *AgentPool) CreateAgent(name string, agentConfig *AgentConfig) error {
}
}(a.pool[name])
return a.startAgentWithConfig(name, agentConfig, nil)
}
func (a *AgentPool) RecreateAgent(name string, agentConfig *AgentConfig) error {
a.Lock()
defer a.Unlock()
oldAgent := a.agents[name]
var o *types.Observable
obs := oldAgent.Observer()
if obs != nil {
o = obs.NewObservable()
o.Name = "Restarting Agent"
o.Icon = "sync"
o.Creation = &types.Creation{}
obs.Update(*o)
}
stateFile, characterFile := a.stateFiles(name)
os.Remove(stateFile)
os.Remove(characterFile)
oldAgent.Stop()
a.pool[name] = *agentConfig
delete(a.agents, name)
if err := a.save(); err != nil {
if obs != nil {
o.Completion = &types.Completion{Error: err.Error()}
obs.Update(*o)
}
return err
}
if err := a.startAgentWithConfig(name, agentConfig, obs); err != nil {
if obs != nil {
o.Completion = &types.Completion{Error: err.Error()}
obs.Update(*o)
}
return err
}
if obs != nil {
o.Completion = &types.Completion{}
obs.Update(*o)
}
return nil
return a.startAgentWithConfig(name, agentConfig)
}
func createAgentAvatar(APIURL, APIKey, model, imageModel, avatarDir string, agent AgentConfig) error {
@@ -251,7 +191,7 @@ func createAgentAvatar(APIURL, APIKey, model, imageModel, avatarDir string, agen
ImagePrompt string `json:"image_prompt"`
}
err := llm.GenerateTypedJSONWithGuidance(
err := llm.GenerateTypedJSON(
context.Background(),
llm.NewClient(APIKey, APIURL, "10m"),
"Generate a prompt that I can use to create a random avatar for the bot '"+agent.Name+"', the description of the bot is: "+agent.Description,
@@ -328,56 +268,30 @@ func (a *AgentPool) GetStatusHistory(name string) *Status {
return a.agentStatus[name]
}
func (a *AgentPool) startAgentWithConfig(name string, config *AgentConfig, obs Observer) error {
var manager sse.Manager
if m, ok := a.managers[name]; ok {
manager = m
} else {
manager = sse.NewManager(5)
}
func (a *AgentPool) startAgentWithConfig(name string, config *AgentConfig) error {
manager := sse.NewManager(5)
ctx := context.Background()
model := a.defaultModel
multimodalModel := a.defaultMultimodalModel
transcriptionModel := a.defaultTranscriptionModel
transcriptionLanguage := a.defaultTranscriptionLanguage
ttsModel := a.defaultTTSModel
if config.MultimodalModel != "" {
multimodalModel = config.MultimodalModel
}
if config.TranscriptionModel != "" {
transcriptionModel = config.TranscriptionModel
}
if config.TranscriptionLanguage != "" {
transcriptionLanguage = config.TranscriptionLanguage
}
if config.TTSModel != "" {
ttsModel = config.TTSModel
}
if config.Model != "" {
model = config.Model
} else {
config.Model = model
}
if config.PeriodicRuns == "" {
config.PeriodicRuns = "10m"
}
// XXX: Why do we update the pool config from an Agent's config?
if config.APIURL != "" {
a.apiURL = config.APIURL
} else {
config.APIURL = a.apiURL
}
if config.APIKey != "" {
a.apiKey = config.APIKey
} else {
config.APIKey = a.apiKey
}
if config.LocalRAGURL != "" {
@@ -389,9 +303,8 @@ func (a *AgentPool) startAgentWithConfig(name string, config *AgentConfig, obs O
}
connectors := a.connectors(config)
promptBlocks := a.dynamicPrompt(config)(ctx, a)
promptBlocks := a.dynamicPrompt(config)
actions := a.availableActions(config)(ctx, a)
filters := a.filters(config)
stateFile, characterFile := a.stateFiles(name)
actionsLog := []string{}
@@ -404,11 +317,6 @@ func (a *AgentPool) startAgentWithConfig(name string, config *AgentConfig, obs O
connectorLog = append(connectorLog, fmt.Sprintf("%+v", connector))
}
filtersLog := []string{}
for _, filter := range filters {
filtersLog = append(filtersLog, filter.Name())
}
xlog.Info(
"Creating agent",
"name", name,
@@ -416,7 +324,6 @@ func (a *AgentPool) startAgentWithConfig(name string, config *AgentConfig, obs O
"api_url", a.apiURL,
"actions", actionsLog,
"connectors", connectorLog,
"filters", filtersLog,
)
// dynamicPrompts := []map[string]string{}
@@ -424,24 +331,14 @@ func (a *AgentPool) startAgentWithConfig(name string, config *AgentConfig, obs O
// dynamicPrompts = append(dynamicPrompts, p.ToMap())
// }
if obs == nil {
obs = NewSSEObserver(name, manager)
}
opts := []Option{
WithModel(model),
WithLLMAPIURL(a.apiURL),
WithContext(ctx),
WithMCPServers(config.MCPServers...),
WithTranscriptionModel(transcriptionModel),
WithTranscriptionLanguage(transcriptionLanguage),
WithTTSModel(ttsModel),
WithPeriodicRuns(config.PeriodicRuns),
WithPermanentGoal(config.PermanentGoal),
WithMCPSTDIOServers(config.MCPSTDIOServers...),
WithPrompts(promptBlocks...),
WithJobFilters(filters...),
WithMCPPrepareScript(config.MCPPrepareScript),
// WithDynamicPrompts(dynamicPrompts...),
WithCharacter(Character{
Name: name,
@@ -478,7 +375,6 @@ func (a *AgentPool) startAgentWithConfig(name string, config *AgentConfig, obs O
}),
WithSystemPrompt(config.SystemPrompt),
WithMultimodalModel(multimodalModel),
WithLastMessageDuration(config.LastMessageDuration),
WithAgentResultCallback(func(state types.ActionState) {
a.Lock()
if _, ok := a.agentStatus[name]; !ok {
@@ -511,7 +407,7 @@ func (a *AgentPool) startAgentWithConfig(name string, config *AgentConfig, obs O
c.AgentResultCallback()(state)
}
}),
WithObserver(obs),
WithObserver(NewSSEObserver(name, manager)),
}
if config.HUD {
@@ -562,24 +458,12 @@ func (a *AgentPool) startAgentWithConfig(name string, config *AgentConfig, obs O
opts = append(opts, EnableForceReasoning)
}
if config.StripThinkingTags {
opts = append(opts, EnableStripThinkingTags)
}
if config.KnowledgeBaseResults > 0 {
opts = append(opts, EnableKnowledgeBaseWithResults(config.KnowledgeBaseResults))
}
if config.ParallelJobs > 0 {
opts = append(opts, WithParallelJobs(config.ParallelJobs))
}
if config.EnableEvaluation {
opts = append(opts, EnableEvaluation())
}
if config.MaxEvaluationLoops > 0 {
opts = append(opts, WithMaxEvaluationLoops(config.MaxEvaluationLoops))
if config.LoopDetectionSteps > 0 {
opts = append(opts, WithLoopDetectionSteps(config.LoopDetectionSteps))
}
xlog.Info("Starting agent", "name", name, "config", config)
@@ -626,7 +510,7 @@ func (a *AgentPool) StartAll() error {
if a.agents[name] != nil { // Agent already started
continue
}
if err := a.startAgentWithConfig(name, &config, nil); err != nil {
if err := a.startAgentWithConfig(name, &config); err != nil {
xlog.Error("Failed to start agent", "name", name, "error", err)
}
}
@@ -664,7 +548,7 @@ func (a *AgentPool) Start(name string) error {
return nil
}
if config, ok := a.pool[name]; ok {
return a.startAgentWithConfig(name, &config, nil)
return a.startAgentWithConfig(name, &config)
}
return fmt.Errorf("agent %s not found", name)
+5 -94
View File
@@ -3,9 +3,7 @@ package types
import (
"context"
"encoding/json"
"fmt"
"github.com/mudler/cogito"
"github.com/sashabaranov/go-openai"
"github.com/sashabaranov/go-openai/jsonschema"
)
@@ -31,10 +29,9 @@ func NewActionContext(ctx context.Context, cancel context.CancelFunc) *ActionCon
type ActionParams map[string]interface{}
type ActionResult struct {
Job *Job
Result string
ImageBase64Result string
Metadata map[string]interface{}
Job *Job
Result string
Metadata map[string]interface{}
}
func (ap ActionParams) Read(s string) error {
@@ -89,89 +86,11 @@ func (a ActionDefinition) ToFunctionDefinition() *openai.FunctionDefinition {
}
}
type cogitoWrapper struct {
action Action
ctx context.Context
sharedState *AgentSharedState
}
func (c *cogitoWrapper) Tool() openai.Tool {
return openai.Tool{
Type: openai.ToolTypeFunction,
Function: c.action.Definition().ToFunctionDefinition(),
}
}
func (c *cogitoWrapper) Run(args map[string]any) (string, error) {
ctx := c.ctx
if ctx == nil {
ctx = context.Background()
}
result, err := c.action.Run(ctx, c.sharedState, ActionParams(args))
if err != nil {
return "", err
}
return result.Result, nil
}
// Actions is something the agent can do
type Action interface {
Run(ctx context.Context, sharedState *AgentSharedState, action ActionParams) (ActionResult, error)
Run(ctx context.Context, action ActionParams) (ActionResult, error)
Definition() ActionDefinition
}
// UserDefinedChecker interface to identify user-defined actions
type UserDefinedChecker interface {
IsUserDefined() bool
}
// BaseAction provides default implementation for Action interface
// Embed this in action implementations to get the default IsUserDefined behavior
type BaseAction struct{}
func (b *BaseAction) IsUserDefined() bool {
return false // Regular actions are not user-defined
}
// IsActionUserDefined checks if an action is user-defined
func IsActionUserDefined(action Action) bool {
if checker, ok := action.(UserDefinedChecker); ok {
return checker.IsUserDefined()
}
return false // Actions without UserDefinedChecker are not user-defined
}
// UserDefinedAction represents a user-defined function tool
type UserDefinedAction struct {
ActionDef *ActionDefinition
}
func (u *UserDefinedAction) Run(ctx context.Context, sharedState *AgentSharedState, action ActionParams) (ActionResult, error) {
// User-defined actions should not be executed directly
return ActionResult{}, fmt.Errorf("user-defined action '%s' cannot be executed by agent", u.ActionDef.Name)
}
func (u *UserDefinedAction) Definition() ActionDefinition {
return *u.ActionDef
}
func (u *UserDefinedAction) Plannable() bool {
return true // User-defined actions are plannable
}
func (u *UserDefinedAction) IsUserDefined() bool {
return true
}
// CreateUserDefinedActions converts user tools to UserDefinedAction instances
func CreateUserDefinedActions(userTools []ActionDefinition) []Action {
var actions []Action
for _, tool := range userTools {
actions = append(actions, &UserDefinedAction{
ActionDef: &tool,
})
}
return actions
Plannable() bool
}
type Actions []Action
@@ -187,14 +106,6 @@ func (a Actions) ToTools() []openai.Tool {
return tools
}
func (a Actions) ToCogitoTools(ctx context.Context, sharedState *AgentSharedState) []cogito.Tool {
tools := []cogito.Tool{}
for _, action := range a {
tools = append(tools, &cogitoWrapper{action: action, ctx: ctx, sharedState: sharedState})
}
return tools
}
func (a Actions) Find(name string) Action {
for _, action := range a {
if action.Definition().Name.Is(name) {
-15
View File
@@ -1,15 +0,0 @@
package types
type JobFilter interface {
Name() string
Apply(job *Job) (bool, error)
IsTrigger() bool
}
type JobFilters []JobFilter
type FilterResult struct {
HasTriggers bool `json:"has_triggers"`
TriggeredBy string `json:"triggered_by,omitempty"`
FailedBy string `json:"failed_by,omitempty"`
}
+49 -77
View File
@@ -5,7 +5,6 @@ import (
"log"
"github.com/google/uuid"
"github.com/mudler/cogito"
"github.com/sashabaranov/go-openai"
)
@@ -20,16 +19,14 @@ type Job struct {
ConversationHistory []openai.ChatCompletionMessage
UUID string
Metadata map[string]interface{}
DoneFilter bool
// Tools available for this job
BuiltinTools []ActionDefinition // Built-in tools like web search
UserTools []ActionDefinition // User-defined function tools
ToolChoice string
pastActions []*ActionRequest
nextAction *Action
nextActionParams *ActionParams
nextActionReasoning string
context context.Context
fragment *cogito.Fragment
cancel context.CancelFunc
context context.Context
cancel context.CancelFunc
Obs *Observable
}
@@ -47,24 +44,6 @@ func WithConversationHistory(history []openai.ChatCompletionMessage) JobOption {
}
}
func WithBuiltinTools(tools []ActionDefinition) JobOption {
return func(j *Job) {
j.BuiltinTools = tools
}
}
func WithUserTools(tools []ActionDefinition) JobOption {
return func(j *Job) {
j.UserTools = tools
}
}
func WithToolChoice(choice string) JobOption {
return func(j *Job) {
j.ToolChoice = choice
}
}
func WithReasoningCallback(f func(ActionCurrentState) bool) JobOption {
return func(r *Job) {
r.ReasoningCallback = f
@@ -105,6 +84,37 @@ func (j *Job) CallbackWithResult(stateResult ActionState) {
j.ResultCallback(stateResult)
}
func (j *Job) SetNextAction(action *Action, params *ActionParams, reasoning string) {
j.nextAction = action
j.nextActionParams = params
j.nextActionReasoning = reasoning
}
func (j *Job) AddPastAction(action Action, params *ActionParams) {
j.pastActions = append(j.pastActions, &ActionRequest{
Action: action,
Params: params,
})
}
func (j *Job) GetPastActions() []*ActionRequest {
return j.pastActions
}
func (j *Job) GetNextAction() (*Action, *ActionParams, string) {
return j.nextAction, j.nextActionParams, j.nextActionReasoning
}
func (j *Job) HasNextAction() bool {
return j.nextAction != nil
}
func (j *Job) ResetNextAction() {
j.nextAction = nil
j.nextActionParams = nil
j.nextActionReasoning = ""
}
func WithTextImage(text, image string) JobOption {
return func(j *Job) {
j.ConversationHistory = append(j.ConversationHistory, openai.ChatCompletionMessage{
@@ -151,23 +161,23 @@ func newUUID() string {
// To wait for a Job result, use JobResult.WaitResult()
func NewJob(opts ...JobOption) *Job {
j := &Job{
Result: NewJobResult(),
UUID: uuid.New().String(),
Metadata: make(map[string]interface{}),
context: context.Background(),
ConversationHistory: []openai.ChatCompletionMessage{},
Result: NewJobResult(),
UUID: newUUID(),
}
for _, o := range opts {
o(j)
}
for _, opt := range opts {
opt(j)
var ctx context.Context
if j.context == nil {
ctx = context.Background()
} else {
ctx = j.context
}
// Store the original request if it exists in the conversation history
ctx, cancel := context.WithCancel(j.context)
j.context = ctx
context, cancel := context.WithCancel(ctx)
j.context = context
j.cancel = cancel
return j
}
@@ -196,41 +206,3 @@ func WithObservable(obs *Observable) JobOption {
j.Obs = obs
}
}
// GetEvaluationLoop returns the current evaluation loop count
func (j *Job) GetEvaluationLoop() int {
if j.Metadata == nil {
j.Metadata = make(map[string]interface{})
}
if loop, ok := j.Metadata["evaluation_loop"].(int); ok {
return loop
}
return 0
}
// IncrementEvaluationLoop increments the evaluation loop count
func (j *Job) IncrementEvaluationLoop() {
if j.Metadata == nil {
j.Metadata = make(map[string]interface{})
}
currentLoop := j.GetEvaluationLoop()
j.Metadata["evaluation_loop"] = currentLoop + 1
}
// GetBuiltinTools returns the builtin tools for this job
func (j *Job) GetBuiltinTools() []ActionDefinition {
return j.BuiltinTools
}
// GetUserTools returns the user tools for this job
func (j *Job) GetUserTools() []ActionDefinition {
return j.UserTools
}
// GetAllTools returns all tools (builtin + user) for this job
func (j *Job) GetAllTools() []ActionDefinition {
allTools := make([]ActionDefinition, 0, len(j.BuiltinTools)+len(j.UserTools))
allTools = append(allTools, j.BuiltinTools...)
allTools = append(allTools, j.UserTools...)
return allTools
}
+1 -3
View File
@@ -6,7 +6,6 @@ import (
)
type Creation struct {
ChatCompletionMessage *openai.ChatCompletionMessage `json:"chat_completion_message,omitempty"`
ChatCompletionRequest *openai.ChatCompletionRequest `json:"chat_completion_request,omitempty"`
FunctionDefinition *openai.FunctionDefinition `json:"function_definition,omitempty"`
FunctionParams ActionParams `json:"function_params,omitempty"`
@@ -24,8 +23,7 @@ type Completion struct {
ChatCompletionResponse *openai.ChatCompletionResponse `json:"chat_completion_response,omitempty"`
Conversation []openai.ChatCompletionMessage `json:"conversation,omitempty"`
ActionResult string `json:"action_result,omitempty"`
AgentState *AgentInternalState `json:"agent_state,omitempty"`
FilterResult *FilterResult `json:"filter_result,omitempty"`
AgentState *AgentInternalState `json:"agent_state"`
}
type Observable struct {
-6
View File
@@ -1,6 +0,0 @@
package types
type PromptResult struct {
Content string
ImageBase64 string
}
-2
View File
@@ -3,7 +3,6 @@ package types
import (
"sync"
"github.com/mudler/cogito"
"github.com/sashabaranov/go-openai"
)
@@ -12,7 +11,6 @@ type JobResult struct {
sync.Mutex
// The result of a job
State []ActionState
Plans []cogito.PlanStatus
Conversation []openai.ChatCompletionMessage
Finalizers []func([]openai.ChatCompletionMessage)
+1 -33
View File
@@ -1,11 +1,6 @@
package types
import (
"fmt"
"time"
"github.com/mudler/LocalAGI/core/conversations"
)
import "fmt"
// State is the structure
// that is used to keep track of the current state
@@ -25,33 +20,6 @@ type AgentInternalState struct {
Goal string `json:"goal"`
}
const (
DefaultLastMessageDuration = 5 * time.Minute
)
type ReminderActionResponse struct {
Message string `json:"message"`
CronExpr string `json:"cron_expr"` // Cron expression for scheduling
LastRun time.Time `json:"last_run"` // Last time this reminder was triggered
NextRun time.Time `json:"next_run"` // Next scheduled run time
IsRecurring bool `json:"is_recurring"` // Whether this is a recurring reminder
}
type AgentSharedState struct {
ConversationTracker *conversations.ConversationTracker[string] `json:"conversation_tracker"`
Reminders []ReminderActionResponse `json:"reminders"`
}
func NewAgentSharedState(lastMessageDuration time.Duration) *AgentSharedState {
if lastMessageDuration == 0 {
lastMessageDuration = DefaultLastMessageDuration
}
return &AgentSharedState{
ConversationTracker: conversations.NewConversationTracker[string](lastMessageDuration),
Reminders: make([]ReminderActionResponse, 0),
}
}
const fmtT = `=====================
NowDoing: %s
DoingNext: %s
-32
View File
@@ -1,32 +0,0 @@
services:
localai:
extends:
file: docker-compose.yaml
service: localai
environment:
- LOCALAI_SINGLE_ACTIVE_BACKEND=true
- DEBUG=true
image: localai/localai:master-gpu-hipblas
devices:
- /dev/dri
- /dev/kfd
dind:
extends:
file: docker-compose.yaml
service: dind
localrecall:
extends:
file: docker-compose.yaml
service: localrecall
localrecall-healthcheck:
extends:
file: docker-compose.yaml
service: localrecall-healthcheck
localagi:
extends:
file: docker-compose.yaml
service: localagi
+1 -6
View File
@@ -6,17 +6,12 @@ services:
environment:
- LOCALAI_SINGLE_ACTIVE_BACKEND=true
- DEBUG=true
image: localai/localai:master-gpu-intel
image: localai/localai:master-sycl-f32-ffmpeg-core
devices:
# On a system with integrated GPU and an Arc 770, this is the Arc 770
- /dev/dri/card1
- /dev/dri/renderD129
dind:
extends:
file: docker-compose.yaml
service: dind
localrecall:
extends:
file: docker-compose.yaml
+2 -7
View File
@@ -6,7 +6,7 @@ services:
environment:
- LOCALAI_SINGLE_ACTIVE_BACKEND=true
- DEBUG=true
image: localai/localai:master-gpu-nvidia-cuda-12
image: localai/localai:master-cublas-cuda12-ffmpeg-core
# For images with python backends, use:
# image: localai/localai:master-cublas-cuda12-ffmpeg
deploy:
@@ -17,11 +17,6 @@ services:
count: 1
capabilities: [gpu]
dind:
extends:
file: docker-compose.yaml
service: dind
localrecall:
extends:
file: docker-compose.yaml
@@ -35,4 +30,4 @@ services:
localagi:
extends:
file: docker-compose.yaml
service: localagi
service: localagi
+8 -38
View File
@@ -5,10 +5,10 @@ services:
# Available images with CUDA, ROCm, SYCL, Vulkan
# Image list (quay.io): https://quay.io/repository/go-skynet/local-ai?tab=tags
# Image list (dockerhub): https://hub.docker.com/r/localai/localai
image: localai/localai:master
image: localai/localai:master-ffmpeg-core
command:
- ${MODEL_NAME:-gemma-3-4b-it-qat}
- ${MULTIMODAL_MODEL:-moondream2-20250414}
- ${MODEL_NAME:-arcee-agent}
- ${MULTIMODAL_MODEL:-minicpm-v-2_6}
- ${IMAGE_MODEL:-sd-1.5-ggml}
- granite-embedding-107m-multilingual
healthcheck:
@@ -22,9 +22,8 @@ services:
- DEBUG=true
#- LOCALAI_API_KEY=sk-1234567890
volumes:
- ./volumes/models:/models
- ./volumes/backends:/backends
- ./volumes/content:/tmp/generated/content
- ./volumes/models:/build/models:cached
- ./volumes/images:/tmp/generated/images
localrecall:
image: quay.io/mudler/localrecall:main
@@ -47,39 +46,12 @@ services:
image: busybox
command: ["sh", "-c", "until wget -q -O - http://localrecall:8080 > /dev/null 2>&1; do echo 'Waiting for localrecall...'; sleep 1; done; echo 'localrecall is up!'"]
sshbox:
build:
context: .
dockerfile: Dockerfile.sshbox
ports:
- "22"
environment:
- SSH_USER=root
- SSH_PASSWORD=root
- DOCKER_HOST=tcp://dind:2375
depends_on:
dind:
condition: service_healthy
dind:
image: docker:dind
privileged: true
environment:
- DOCKER_TLS_CERTDIR=""
healthcheck:
test: ["CMD", "docker", "info"]
interval: 10s
timeout: 5s
retries: 3
localagi:
depends_on:
localai:
condition: service_healthy
localrecall-healthcheck:
condition: service_completed_successfully
dind:
condition: service_healthy
build:
context: .
dockerfile: Dockerfile.webui
@@ -87,8 +59,8 @@ services:
- 8080:3000
#image: quay.io/mudler/localagi:master
environment:
- LOCALAGI_MODEL=${MODEL_NAME:-gemma-3-4b-it-qat}
- LOCALAGI_MULTIMODAL_MODEL=${MULTIMODAL_MODEL:-moondream2-20250414}
- LOCALAGI_MODEL=${MODEL_NAME:-arcee-agent}
- LOCALAGI_MULTIMODAL_MODEL=${MULTIMODAL_MODEL:-minicpm-v-2_6}
- LOCALAGI_IMAGE_MODEL=${IMAGE_MODEL:-sd-1.5-ggml}
- LOCALAGI_LLM_API_URL=http://localai:8080
#- LOCALAGI_LLM_API_KEY=sk-1234567890
@@ -96,9 +68,7 @@ services:
- LOCALAGI_STATE_DIR=/pool
- LOCALAGI_TIMEOUT=5m
- LOCALAGI_ENABLE_CONVERSATIONS_LOGGING=false
- LOCALAGI_SSHBOX_URL=root:root@sshbox:22
- DOCKER_HOST=tcp://dind:2375
extra_hosts:
- "host.docker.internal:host-gateway"
volumes:
- ./volumes/localagi/:/pool
- ./volumes/localagi/:/pool
-56
View File
@@ -1,56 +0,0 @@
package custom_actions
import (
"encoding/json"
)
type Params struct {
Message string `json:"message"` // field name
}
func Run(config map[string]interface{}) (string, map[string]interface{}, error) {
p := Params{}
b, err := json.Marshal(config)
if err != nil {
return "", map[string]interface{}{}, err
}
if err := json.Unmarshal(b, &p); err != nil {
return "", map[string]interface{}{}, err
}
return "Hello, " + p.Message + "!", map[string]interface{}{}, nil
}
func Description() string {
return "Send a message to the user"
}
func Definition() map[string][]string {
return map[string][]string{
"message": { // field name
"string", // type
"The message to send", // description
},
}
}
func RequiredFields() []string {
return []string{"message"} // field name
}
var config string
func Init(configuration string) error {
// Do something with the configuration that was passed-by
config = configuration
return nil
}
// DynamicPrompt
func Render() (string, string, error) {
return "Hello, " + config + "!", "", nil
}
func Role() string {
return "system" // Role for the dynamic prompt
}
+12
View File
@@ -0,0 +1,12 @@
#!/usr/bin/env python
# -*- coding: utf-8 -*-
from RealtimeSTT import AudioToTextRecorder
def process_text(text):
print(text)
if __name__ == '__main__':
recorder = AudioToTextRecorder(wake_words="jarvis")
while True:
recorder.text(process_text)
+59 -63
View File
@@ -1,84 +1,79 @@
module github.com/mudler/LocalAGI
go 1.24.4
go 1.24
toolchain go1.24.2
require (
github.com/Masterminds/sprig/v3 v3.3.0
github.com/bwmarrin/discordgo v0.29.0
github.com/bwmarrin/discordgo v0.28.1
github.com/chasefleming/elem-go v0.30.0
github.com/dave-gray101/v2keyauth v0.0.0-20240624150259-c45d584d25e2
github.com/donseba/go-htmx v1.12.0
github.com/eritikass/githubmarkdownconvertergo v0.1.10
github.com/go-telegram/bot v1.17.0
github.com/gofiber/fiber/v2 v2.52.9
github.com/go-telegram/bot v1.14.2
github.com/gofiber/fiber/v2 v2.52.6
github.com/gofiber/template/html/v2 v2.1.3
github.com/google/go-github/v69 v69.2.0
github.com/google/uuid v1.6.0
github.com/modelcontextprotocol/go-sdk v1.1.0
github.com/mudler/cogito v0.4.2
github.com/onsi/ginkgo/v2 v2.25.3
github.com/onsi/gomega v1.38.2
github.com/metoro-io/mcp-golang v0.9.0
github.com/onsi/ginkgo/v2 v2.23.4
github.com/onsi/gomega v1.37.0
github.com/philippgille/chromem-go v0.7.0
github.com/robfig/cron/v3 v3.0.1
github.com/sashabaranov/go-openai v1.41.2
github.com/slack-go/slack v0.17.3
github.com/sashabaranov/go-openai v1.38.1
github.com/slack-go/slack v0.16.0
github.com/thoj/go-ircevent v0.0.0-20210723090443-73e444401d64
github.com/tmc/langchaingo v0.1.14
github.com/tmc/langchaingo v0.1.13
github.com/traefik/yaegi v0.16.1
github.com/valyala/fasthttp v1.68.0
golang.org/x/crypto v0.43.0
github.com/valyala/fasthttp v1.60.0
golang.org/x/crypto v0.37.0
jaytaylor.com/html2text v0.0.0-20230321000545-74c2419ad056
maunium.net/go/mautrix v0.17.0
mvdan.cc/xurls/v2 v2.6.0
)
require (
dario.cat/mergo v1.0.2 // indirect
github.com/JohannesKaufmann/dom v0.2.0 // indirect
github.com/Masterminds/goutils v1.1.1 // indirect
github.com/Masterminds/semver/v3 v3.4.0 // indirect
github.com/google/jsonschema-go v0.3.0 // indirect
github.com/gorilla/websocket v1.5.3 // indirect
github.com/huandu/xstrings v1.5.0 // indirect
github.com/mitchellh/copystructure v1.2.0 // indirect
github.com/mitchellh/reflectwalk v1.0.2 // indirect
github.com/shopspring/decimal v1.4.0 // indirect
github.com/spf13/cast v1.7.0 // indirect
github.com/yosida95/uritemplate/v3 v3.0.2 // indirect
go.yaml.in/yaml/v3 v3.0.4 // indirect
golang.org/x/oauth2 v0.30.0 // indirect
)
require (
github.com/JohannesKaufmann/html-to-markdown/v2 v2.4.0
github.com/PuerkitoBio/goquery v1.10.3 // indirect
github.com/andybalholm/brotli v1.2.0 // indirect
github.com/andybalholm/cascadia v1.3.3 // indirect
github.com/antchfx/htmlquery v1.3.4 // indirect
github.com/antchfx/xmlquery v1.4.4 // indirect
github.com/antchfx/xpath v1.3.4 // indirect
github.com/dlclark/regexp2 v1.11.5 // indirect
github.com/emersion/go-imap/v2 v2.0.0-beta.5
github.com/emersion/go-message v0.18.2
github.com/emersion/go-sasl v0.0.0-20241020182733-b788ff22d5a6
github.com/emersion/go-smtp v0.24.0
github.com/go-logr/logr v1.4.3 // indirect
github.com/PuerkitoBio/goquery v1.8.1 // indirect
github.com/andybalholm/brotli v1.1.1 // indirect
github.com/andybalholm/cascadia v1.3.2 // indirect
github.com/antchfx/htmlquery v1.3.0 // indirect
github.com/antchfx/xmlquery v1.3.17 // indirect
github.com/antchfx/xpath v1.2.4 // indirect
github.com/bahlo/generic-list-go v0.2.0 // indirect
github.com/buger/jsonparser v1.1.1 // indirect
github.com/dlclark/regexp2 v1.10.0 // indirect
github.com/gin-contrib/sse v0.1.0 // indirect
github.com/gin-gonic/gin v1.8.1 // indirect
github.com/go-logr/logr v1.4.2 // indirect
github.com/go-playground/locales v0.14.0 // indirect
github.com/go-playground/universal-translator v0.18.0 // indirect
github.com/go-playground/validator/v10 v10.10.0 // indirect
github.com/go-task/slim-sprig/v3 v3.0.0 // indirect
github.com/gobwas/glob v0.2.3 // indirect
github.com/goccy/go-json v0.9.7 // indirect
github.com/gocolly/colly v1.2.0 // indirect
github.com/golang/groupcache v0.0.0-20241129210726-2c02b8208cf8 // indirect
github.com/gofiber/template v1.8.3 // indirect
github.com/gofiber/utils v1.1.0 // indirect
github.com/golang/groupcache v0.0.0-20210331224755-41bb18bfe9da // indirect
github.com/golang/protobuf v1.5.4 // indirect
github.com/gomarkdown/markdown v0.0.0-20250311123330-531bef5e742b
github.com/google/go-cmp v0.7.0 // indirect
github.com/google/go-querystring v1.1.0 // indirect
github.com/google/pprof v0.0.0-20250423184734-337e5dd93bb4 // indirect
github.com/google/pprof v0.0.0-20250403155104-27863c87afa6 // indirect
github.com/gorilla/websocket v1.5.3 // indirect
github.com/invopop/jsonschema v0.12.0 // indirect
github.com/json-iterator/go v1.1.12 // indirect
github.com/kennygrant/sanitize v1.2.4 // indirect
github.com/klauspost/compress v1.18.1 // indirect
github.com/mattn/go-colorable v0.1.14 // indirect
github.com/klauspost/compress v1.18.0 // indirect
github.com/leodido/go-urn v1.2.1 // indirect
github.com/mailru/easyjson v0.7.7 // indirect
github.com/mattn/go-colorable v0.1.13 // indirect
github.com/mattn/go-isatty v0.0.20 // indirect
github.com/mattn/go-runewidth v0.0.16 // indirect
github.com/modern-go/concurrent v0.0.0-20180306012644-bacd9c7ef1dd // indirect
github.com/modern-go/reflect2 v1.0.2 // indirect
github.com/olekukonko/tablewriter v0.0.5 // indirect
github.com/pkoukk/tiktoken-go v0.1.7 // indirect
github.com/rivo/uniseg v0.4.7 // indirect
github.com/rs/zerolog v1.31.0 // indirect
github.com/pelletier/go-toml/v2 v2.0.9 // indirect
github.com/pkg/errors v0.9.1 // indirect
github.com/pkoukk/tiktoken-go v0.1.6 // indirect
github.com/rivo/uniseg v0.2.0 // indirect
github.com/saintfish/chardet v0.0.0-20230101081208-5e3ef4b5456d // indirect
github.com/ssor/bom v0.0.0-20170718123548-6386211fdfcf // indirect
github.com/temoto/robotstxt v1.1.2 // indirect
@@ -86,16 +81,17 @@ require (
github.com/tidwall/match v1.1.1 // indirect
github.com/tidwall/pretty v1.2.1 // indirect
github.com/tidwall/sjson v1.2.5 // indirect
github.com/ugorji/go/codec v1.2.7 // indirect
github.com/valyala/bytebufferpool v1.0.0 // indirect
go.mau.fi/util v0.3.0 // indirect
go.starlark.net v0.0.0-20250417143717-f57e51f710eb // indirect
github.com/wk8/go-ordered-map/v2 v2.1.8 // indirect
go.starlark.net v0.0.0-20230302034142-4b1e35fe2254 // indirect
go.uber.org/automaxprocs v1.6.0 // indirect
golang.org/x/exp v0.0.0-20240808152545-0cdaa3abc0fa
golang.org/x/net v0.46.0 // indirect
golang.org/x/sys v0.37.0 // indirect
golang.org/x/text v0.30.0 // indirect
golang.org/x/tools v0.37.0 // indirect
golang.org/x/net v0.38.0 // indirect
golang.org/x/sys v0.32.0 // indirect
golang.org/x/text v0.24.0 // indirect
golang.org/x/tools v0.31.0 // indirect
google.golang.org/appengine v1.6.8 // indirect
google.golang.org/protobuf v1.36.8 // indirect
maunium.net/go/maulogger/v2 v2.4.1 // indirect
google.golang.org/protobuf v1.36.5 // indirect
gopkg.in/yaml.v2 v2.4.0 // indirect
gopkg.in/yaml.v3 v3.0.1 // indirect
)
+215 -259
View File
@@ -1,240 +1,204 @@
dario.cat/mergo v1.0.2 h1:85+piFYR1tMbRrLcDwR18y4UKJ3aH1Tbzi24VRW1TK8=
dario.cat/mergo v1.0.2/go.mod h1:E/hbnu0NxMFBjpMIE34DRGLWqDy0g5FuKDhCb31ngxA=
github.com/Azure/go-ansiterm v0.0.0-20250102033503-faa5f7b0171c h1:udKWzYgxTojEKWjV8V+WSxDXJ4NFATAsZjh8iIbsQIg=
github.com/Azure/go-ansiterm v0.0.0-20250102033503-faa5f7b0171c/go.mod h1:xomTg63KZ2rFqZQzSB4Vz2SUXa1BpHTVz9L5PTmPC4E=
github.com/JohannesKaufmann/dom v0.2.0 h1:1bragmEb19K8lHAqgFgqCpiPCFEZMTXzOIEjuxkUfLQ=
github.com/JohannesKaufmann/dom v0.2.0/go.mod h1:57iSUl5RKric4bUkgos4zu6Xt5LMHUnw3TF1l5CbGZo=
github.com/JohannesKaufmann/html-to-markdown/v2 v2.4.0 h1:C0/TerKdQX9Y9pbYi1EsLr5LDNANsqunyI/btpyfCg8=
github.com/JohannesKaufmann/html-to-markdown/v2 v2.4.0/go.mod h1:OLaKh+giepO8j7teevrNwiy/fwf8LXgoc9g7rwaE1jk=
github.com/Masterminds/goutils v1.1.1 h1:5nUrii3FMTL5diU80unEVvNevw1nH4+ZV4DSLVJLSYI=
github.com/Masterminds/goutils v1.1.1/go.mod h1:8cTjp+g8YejhMuvIA5y2vz3BpJxksy863GQaJW2MFNU=
github.com/Masterminds/semver/v3 v3.4.0 h1:Zog+i5UMtVoCU8oKka5P7i9q9HgrJeGzI9SA1Xbatp0=
github.com/Masterminds/semver/v3 v3.4.0/go.mod h1:4V+yj/TJE1HU9XfppCwVMZq3I84lprf4nC11bSS5beM=
github.com/Masterminds/sprig/v3 v3.3.0 h1:mQh0Yrg1XPo6vjYXgtf5OtijNAKJRNcTdOOGZe3tPhs=
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github.com/testcontainers/testcontainers-go v0.38.0 h1:d7uEapLcv2P8AvH8ahLqDMMxda2W9gQN1nRbHS28HBw=
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github.com/thoj/go-ircevent v0.0.0-20210723090443-73e444401d64 h1:l/T7dYuJEQZOwVOpjIXr1180aM9PZL/d1MnMVIxefX4=
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github.com/tidwall/gjson v1.14.2/go.mod h1:/wbyibRr2FHMks5tjHJ5F8dMZh3AcwJEMf5vlfC0lxk=
@@ -247,151 +211,143 @@ github.com/tidwall/pretty v1.2.1 h1:qjsOFOWWQl+N3RsoF5/ssm1pHmJJwhjlSbZ51I6wMl4=
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github.com/tklauser/numcpus v0.10.0 h1:18njr6LDBk1zuna922MgdjQuJFjrdppsZG60sHGfjso=
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github.com/tmc/langchaingo v0.1.14 h1:o1qWBPigAIuFvrG6cjTFo0cZPFEZ47ZqpOYMjM15yZc=
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github.com/wk8/go-ordered-map/v2 v2.1.8 h1:5h/BUHu93oj4gIdvHHHGsScSTMijfx5PeYkE/fJgbpc=
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github.com/xyproto/randomstring v1.0.5 h1:YtlWPoRdgMu3NZtP45drfy1GKoojuR7hmRcnhZqKjWU=
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go.mau.fi/util v0.3.0/go.mod h1:9dGsBCCbZJstx16YgnVMVi3O2bOizELoKpugLD4FoGs=
go.opentelemetry.io/auto/sdk v1.1.0 h1:cH53jehLUN6UFLY71z+NDOiNJqDdPRaXzTel0sJySYA=
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go.opentelemetry.io/contrib/instrumentation/net/http/otelhttp v0.61.0 h1:F7Jx+6hwnZ41NSFTO5q4LYDtJRXBf2PD0rNBkeB/lus=
go.opentelemetry.io/contrib/instrumentation/net/http/otelhttp v0.61.0/go.mod h1:UHB22Z8QsdRDrnAtX4PntOl36ajSxcdUMt1sF7Y6E7Q=
go.opentelemetry.io/otel v1.38.0 h1:RkfdswUDRimDg0m2Az18RKOsnI8UDzppJAtj01/Ymk8=
go.opentelemetry.io/otel v1.38.0/go.mod h1:zcmtmQ1+YmQM9wrNsTGV/q/uyusom3P8RxwExxkZhjM=
go.opentelemetry.io/otel/metric v1.38.0 h1:Kl6lzIYGAh5M159u9NgiRkmoMKjvbsKtYRwgfrA6WpA=
go.opentelemetry.io/otel/metric v1.38.0/go.mod h1:kB5n/QoRM8YwmUahxvI3bO34eVtQf2i4utNVLr9gEmI=
go.opentelemetry.io/otel/trace v1.38.0 h1:Fxk5bKrDZJUH+AMyyIXGcFAPah0oRcT+LuNtJrmcNLE=
go.opentelemetry.io/otel/trace v1.38.0/go.mod h1:j1P9ivuFsTceSWe1oY+EeW3sc+Pp42sO++GHkg4wwhs=
go.starlark.net v0.0.0-20250417143717-f57e51f710eb h1:zOg9DxxrorEmgGUr5UPdCEwKqiqG0MlZciuCuA3XiDE=
go.starlark.net v0.0.0-20250417143717-f57e51f710eb/go.mod h1:YKMCv9b1WrfWmeqdV5MAuEHWsu5iC+fe6kYl2sQjdI8=
go.starlark.net v0.0.0-20230302034142-4b1e35fe2254 h1:Ss6D3hLXTM0KobyBYEAygXzFfGcjnmfEJOBgSbemCtg=
go.starlark.net v0.0.0-20230302034142-4b1e35fe2254/go.mod h1:jxU+3+j+71eXOW14274+SmmuW82qJzl6iZSeqEtTGds=
go.uber.org/automaxprocs v1.6.0 h1:O3y2/QNTOdbF+e/dpXNNW7Rx2hZ4sTIPyybbxyNqTUs=
go.uber.org/automaxprocs v1.6.0/go.mod h1:ifeIMSnPZuznNm6jmdzmU3/bfk01Fe2fotchwEFJ8r8=
go.yaml.in/yaml/v3 v3.0.4 h1:tfq32ie2Jv2UxXFdLJdh3jXuOzWiL1fo0bu/FbuKpbc=
go.yaml.in/yaml/v3 v3.0.4/go.mod h1:DhzuOOF2ATzADvBadXxruRBLzYTpT36CKvDb3+aBEFg=
golang.org/x/crypto v0.0.0-20190308221718-c2843e01d9a2/go.mod h1:djNgcEr1/C05ACkg1iLfiJU5Ep61QUkGW8qpdssI0+w=
golang.org/x/crypto v0.0.0-20210421170649-83a5a9bb288b/go.mod h1:T9bdIzuCu7OtxOm1hfPfRQxPLYneinmdGuTeoZ9dtd4=
golang.org/x/crypto v0.0.0-20210711020723-a769d52b0f97/go.mod h1:GvvjBRRGRdwPK5ydBHafDWAxML/pGHZbMvKqRZ5+Abc=
golang.org/x/crypto v0.0.0-20210921155107-089bfa567519/go.mod h1:GvvjBRRGRdwPK5ydBHafDWAxML/pGHZbMvKqRZ5+Abc=
golang.org/x/crypto v0.13.0/go.mod h1:y6Z2r+Rw4iayiXXAIxJIDAJ1zMW4yaTpebo8fPOliYc=
golang.org/x/crypto v0.19.0/go.mod h1:Iy9bg/ha4yyC70EfRS8jz+B6ybOBKMaSxLj6P6oBDfU=
golang.org/x/crypto v0.23.0/go.mod h1:CKFgDieR+mRhux2Lsu27y0fO304Db0wZe70UKqHu0v8=
golang.org/x/crypto v0.31.0/go.mod h1:kDsLvtWBEx7MV9tJOj9bnXsPbxwJQ6csT/x4KIN4Ssk=
golang.org/x/crypto v0.43.0 h1:dduJYIi3A3KOfdGOHX8AVZ/jGiyPa3IbBozJ5kNuE04=
golang.org/x/crypto v0.43.0/go.mod h1:BFbav4mRNlXJL4wNeejLpWxB7wMbc79PdRGhWKncxR0=
golang.org/x/exp v0.0.0-20240808152545-0cdaa3abc0fa h1:ELnwvuAXPNtPk1TJRuGkI9fDTwym6AYBu0qzT8AcHdI=
golang.org/x/exp v0.0.0-20240808152545-0cdaa3abc0fa/go.mod h1:akd2r19cwCdwSwWeIdzYQGa/EZZyqcOdwWiwj5L5eKQ=
golang.org/x/crypto v0.37.0 h1:kJNSjF/Xp7kU0iB2Z+9viTPMW4EqqsrywMXLJOOsXSE=
golang.org/x/crypto v0.37.0/go.mod h1:vg+k43peMZ0pUMhYmVAWysMK35e6ioLh3wB8ZCAfbVc=
golang.org/x/exp v0.0.0-20190121172915-509febef88a4/go.mod h1:CJ0aWSM057203Lf6IL+f9T1iT9GByDxfZKAQTCR3kQA=
golang.org/x/lint v0.0.0-20181026193005-c67002cb31c3/go.mod h1:UVdnD1Gm6xHRNCYTkRU2/jEulfH38KcIWyp/GAMgvoE=
golang.org/x/lint v0.0.0-20190227174305-5b3e6a55c961/go.mod h1:wehouNa3lNwaWXcvxsM5YxQ5yQlVC4a0KAMCusXpPoU=
golang.org/x/lint v0.0.0-20190313153728-d0100b6bd8b3/go.mod h1:6SW0HCj/g11FgYtHlgUYUwCkIfeOF89ocIRzGO/8vkc=
golang.org/x/mod v0.6.0-dev.0.20220419223038-86c51ed26bb4/go.mod h1:jJ57K6gSWd91VN4djpZkiMVwK6gcyfeH4XE8wZrZaV4=
golang.org/x/mod v0.8.0/go.mod h1:iBbtSCu2XBx23ZKBPSOrRkjjQPZFPuis4dIYUhu/chs=
golang.org/x/mod v0.12.0/go.mod h1:iBbtSCu2XBx23ZKBPSOrRkjjQPZFPuis4dIYUhu/chs=
golang.org/x/mod v0.15.0/go.mod h1:hTbmBsO62+eylJbnUtE2MGJUyE7QWk4xUqPFrRgJ+7c=
golang.org/x/mod v0.17.0/go.mod h1:hTbmBsO62+eylJbnUtE2MGJUyE7QWk4xUqPFrRgJ+7c=
golang.org/x/net v0.0.0-20180724234803-3673e40ba225/go.mod h1:mL1N/T3taQHkDXs73rZJwtUhF3w3ftmwwsq0BUmARs4=
golang.org/x/net v0.0.0-20180826012351-8a410e7b638d/go.mod h1:mL1N/T3taQHkDXs73rZJwtUhF3w3ftmwwsq0BUmARs4=
golang.org/x/net v0.0.0-20190213061140-3a22650c66bd/go.mod h1:mL1N/T3taQHkDXs73rZJwtUhF3w3ftmwwsq0BUmARs4=
golang.org/x/net v0.0.0-20190311183353-d8887717615a/go.mod h1:t9HGtf8HONx5eT2rtn7q6eTqICYqUVnKs3thJo3Qplg=
golang.org/x/net v0.0.0-20190620200207-3b0461eec859/go.mod h1:z5CRVTTTmAJ677TzLLGU+0bjPO0LkuOLi4/5GtJWs/s=
golang.org/x/net v0.0.0-20210226172049-e18ecbb05110/go.mod h1:m0MpNAwzfU5UDzcl9v0D8zg8gWTRqZa9RBIspLL5mdg=
golang.org/x/net v0.0.0-20210614182718-04defd469f4e/go.mod h1:9nx3DQGgdP8bBQD5qxJ1jj9UTztislL4KSBs9R2vV5Y=
golang.org/x/net v0.0.0-20210916014120-12bc252f5db8/go.mod h1:9nx3DQGgdP8bBQD5qxJ1jj9UTztislL4KSBs9R2vV5Y=
golang.org/x/net v0.0.0-20220722155237-a158d28d115b/go.mod h1:XRhObCWvk6IyKnWLug+ECip1KBveYUHfp+8e9klMJ9c=
golang.org/x/net v0.5.0/go.mod h1:DivGGAXEgPSlEBzxGzZI+ZLohi+xUj054jfeKui00ws=
golang.org/x/net v0.6.0/go.mod h1:2Tu9+aMcznHK/AK1HMvgo6xiTLG5rD5rZLDS+rp2Bjs=
golang.org/x/net v0.10.0/go.mod h1:0qNGK6F8kojg2nk9dLZ2mShWaEBan6FAoqfSigmmuDg=
golang.org/x/net v0.15.0/go.mod h1:idbUs1IY1+zTqbi8yxTbhexhEEk5ur9LInksu6HrEpk=
golang.org/x/net v0.21.0/go.mod h1:bIjVDfnllIU7BJ2DNgfnXvpSvtn8VRwhlsaeUTyUS44=
golang.org/x/net v0.25.0/go.mod h1:JkAGAh7GEvH74S6FOH42FLoXpXbE/aqXSrIQjXgsiwM=
golang.org/x/net v0.33.0/go.mod h1:HXLR5J+9DxmrqMwG9qjGCxZ+zKXxBru04zlTvWlWuN4=
golang.org/x/net v0.46.0 h1:giFlY12I07fugqwPuWJi68oOnpfqFnJIJzaIIm2JVV4=
golang.org/x/net v0.46.0/go.mod h1:Q9BGdFy1y4nkUwiLvT5qtyhAnEHgnQ/zd8PfU6nc210=
golang.org/x/oauth2 v0.30.0 h1:dnDm7JmhM45NNpd8FDDeLhK6FwqbOf4MLCM9zb1BOHI=
golang.org/x/oauth2 v0.30.0/go.mod h1:B++QgG3ZKulg6sRPGD/mqlHQs5rB3Ml9erfeDY7xKlU=
golang.org/x/net v0.7.0/go.mod h1:2Tu9+aMcznHK/AK1HMvgo6xiTLG5rD5rZLDS+rp2Bjs=
golang.org/x/net v0.9.0/go.mod h1:d48xBJpPfHeWQsugry2m+kC02ZBRGRgulfHnEXEuWns=
golang.org/x/net v0.38.0 h1:vRMAPTMaeGqVhG5QyLJHqNDwecKTomGeqbnfZyKlBI8=
golang.org/x/net v0.38.0/go.mod h1:ivrbrMbzFq5J41QOQh0siUuly180yBYtLp+CKbEaFx8=
golang.org/x/oauth2 v0.0.0-20180821212333-d2e6202438be/go.mod h1:N/0e6XlmueqKjAGxoOufVs8QHGRruUQn6yWY3a++T0U=
golang.org/x/sync v0.0.0-20180314180146-1d60e4601c6f/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM=
golang.org/x/sync v0.0.0-20181108010431-42b317875d0f/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM=
golang.org/x/sync v0.0.0-20190423024810-112230192c58/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM=
golang.org/x/sync v0.0.0-20220722155255-886fb9371eb4/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM=
golang.org/x/sync v0.1.0/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM=
golang.org/x/sync v0.3.0/go.mod h1:FU7BRWz2tNW+3quACPkgCx/L+uEAv1htQ0V83Z9Rj+Y=
golang.org/x/sync v0.6.0/go.mod h1:Czt+wKu1gCyEFDUtn0jG5QVvpJ6rzVqr5aXyt9drQfk=
golang.org/x/sync v0.7.0/go.mod h1:Czt+wKu1gCyEFDUtn0jG5QVvpJ6rzVqr5aXyt9drQfk=
golang.org/x/sync v0.10.0/go.mod h1:Czt+wKu1gCyEFDUtn0jG5QVvpJ6rzVqr5aXyt9drQfk=
golang.org/x/sys v0.0.0-20180830151530-49385e6e1522/go.mod h1:STP8DvDyc/dI5b8T5hshtkjS+E42TnysNCUPdjciGhY=
golang.org/x/sys v0.0.0-20190215142949-d0b11bdaac8a/go.mod h1:STP8DvDyc/dI5b8T5hshtkjS+E42TnysNCUPdjciGhY=
golang.org/x/sys v0.0.0-20201119102817-f84b799fce68/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs=
golang.org/x/sys v0.0.0-20210423082822-04245dca01da/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs=
golang.org/x/sys v0.0.0-20210615035016-665e8c7367d1/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
golang.org/x/sys v0.0.0-20210806184541-e5e7981a1069/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
golang.org/x/sys v0.0.0-20220520151302-bc2c85ada10a/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
golang.org/x/sys v0.0.0-20220715151400-c0bba94af5f8/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
golang.org/x/sys v0.0.0-20220722155257-8c9f86f7a55f/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
golang.org/x/sys v0.0.0-20220811171246-fbc7d0a398ab/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
golang.org/x/sys v0.4.0/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
golang.org/x/sys v0.5.0/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
golang.org/x/sys v0.6.0/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
golang.org/x/sys v0.8.0/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
golang.org/x/sys v0.12.0/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
golang.org/x/sys v0.17.0/go.mod h1:/VUhepiaJMQUp4+oa/7Zr1D23ma6VTLIYjOOTFZPUcA=
golang.org/x/sys v0.20.0/go.mod h1:/VUhepiaJMQUp4+oa/7Zr1D23ma6VTLIYjOOTFZPUcA=
golang.org/x/sys v0.28.0/go.mod h1:/VUhepiaJMQUp4+oa/7Zr1D23ma6VTLIYjOOTFZPUcA=
golang.org/x/sys v0.37.0 h1:fdNQudmxPjkdUTPnLn5mdQv7Zwvbvpaxqs831goi9kQ=
golang.org/x/sys v0.37.0/go.mod h1:OgkHotnGiDImocRcuBABYBEXf8A9a87e/uXjp9XT3ks=
golang.org/x/telemetry v0.0.0-20240228155512-f48c80bd79b2/go.mod h1:TeRTkGYfJXctD9OcfyVLyj2J3IxLnKwHJR8f4D8a3YE=
golang.org/x/sys v0.7.0/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
golang.org/x/sys v0.32.0 h1:s77OFDvIQeibCmezSnk/q6iAfkdiQaJi4VzroCFrN20=
golang.org/x/sys v0.32.0/go.mod h1:BJP2sWEmIv4KK5OTEluFJCKSidICx8ciO85XgH3Ak8k=
golang.org/x/term v0.0.0-20201126162022-7de9c90e9dd1/go.mod h1:bj7SfCRtBDWHUb9snDiAeCFNEtKQo2Wmx5Cou7ajbmo=
golang.org/x/term v0.0.0-20210927222741-03fcf44c2211/go.mod h1:jbD1KX2456YbFQfuXm/mYQcufACuNUgVhRMnK/tPxf8=
golang.org/x/term v0.0.0-20220526004731-065cf7ba2467/go.mod h1:jbD1KX2456YbFQfuXm/mYQcufACuNUgVhRMnK/tPxf8=
golang.org/x/term v0.4.0/go.mod h1:9P2UbLfCdcvo3p/nzKvsmas4TnlujnuoV9hGgYzW1lQ=
golang.org/x/term v0.5.0/go.mod h1:jMB1sMXY+tzblOD4FWmEbocvup2/aLOaQEp7JmGp78k=
golang.org/x/term v0.8.0/go.mod h1:xPskH00ivmX89bAKVGSKKtLOWNx2+17Eiy94tnKShWo=
golang.org/x/term v0.12.0/go.mod h1:owVbMEjm3cBLCHdkQu9b1opXd4ETQWc3BhuQGKgXgvU=
golang.org/x/term v0.17.0/go.mod h1:lLRBjIVuehSbZlaOtGMbcMncT+aqLLLmKrsjNrUguwk=
golang.org/x/term v0.20.0/go.mod h1:8UkIAJTvZgivsXaD6/pH6U9ecQzZ45awqEOzuCvwpFY=
golang.org/x/term v0.27.0/go.mod h1:iMsnZpn0cago0GOrHO2+Y7u7JPn5AylBrcoWkElMTSM=
golang.org/x/term v0.36.0 h1:zMPR+aF8gfksFprF/Nc/rd1wRS1EI6nDBGyWAvDzx2Q=
golang.org/x/term v0.36.0/go.mod h1:Qu394IJq6V6dCBRgwqshf3mPF85AqzYEzofzRdZkWss=
golang.org/x/term v0.7.0/go.mod h1:P32HKFT3hSsZrRxla30E9HqToFYAQPCMs/zFMBUFqPY=
golang.org/x/term v0.31.0 h1:erwDkOK1Msy6offm1mOgvspSkslFnIGsFnxOKoufg3o=
golang.org/x/term v0.31.0/go.mod h1:R4BeIy7D95HzImkxGkTW1UQTtP54tio2RyHz7PwK0aw=
golang.org/x/text v0.3.0/go.mod h1:NqM8EUOU14njkJ3fqMW+pc6Ldnwhi/IjpwHt7yyuwOQ=
golang.org/x/text v0.3.3/go.mod h1:5Zoc/QRtKVWzQhOtBMvqHzDpF6irO9z98xDceosuGiQ=
golang.org/x/text v0.3.6/go.mod h1:5Zoc/QRtKVWzQhOtBMvqHzDpF6irO9z98xDceosuGiQ=
golang.org/x/text v0.3.7/go.mod h1:u+2+/6zg+i71rQMx5EYifcz6MCKuco9NR6JIITiCfzQ=
golang.org/x/text v0.3.8/go.mod h1:E6s5w1FMmriuDzIBO73fBruAKo1PCIq6d2Q6DHfQ8WQ=
golang.org/x/text v0.6.0/go.mod h1:mrYo+phRRbMaCq/xk9113O4dZlRixOauAjOtrjsXDZ8=
golang.org/x/text v0.7.0/go.mod h1:mrYo+phRRbMaCq/xk9113O4dZlRixOauAjOtrjsXDZ8=
golang.org/x/text v0.9.0/go.mod h1:e1OnstbJyHTd6l/uOt8jFFHp6TRDWZR/bV3emEE/zU8=
golang.org/x/text v0.13.0/go.mod h1:TvPlkZtksWOMsz7fbANvkp4WM8x/WCo/om8BMLbz+aE=
golang.org/x/text v0.14.0/go.mod h1:18ZOQIKpY8NJVqYksKHtTdi31H5itFRjB5/qKTNYzSU=
golang.org/x/text v0.15.0/go.mod h1:18ZOQIKpY8NJVqYksKHtTdi31H5itFRjB5/qKTNYzSU=
golang.org/x/text v0.21.0/go.mod h1:4IBbMaMmOPCJ8SecivzSH54+73PCFmPWxNTLm+vZkEQ=
golang.org/x/text v0.30.0 h1:yznKA/E9zq54KzlzBEAWn1NXSQ8DIp/NYMy88xJjl4k=
golang.org/x/text v0.30.0/go.mod h1:yDdHFIX9t+tORqspjENWgzaCVXgk0yYnYuSZ8UzzBVM=
golang.org/x/text v0.24.0 h1:dd5Bzh4yt5KYA8f9CJHCP4FB4D51c2c6JvN37xJJkJ0=
golang.org/x/text v0.24.0/go.mod h1:L8rBsPeo2pSS+xqN0d5u2ikmjtmoJbDBT1b7nHvFCdU=
golang.org/x/tools v0.0.0-20180917221912-90fa682c2a6e/go.mod h1:n7NCudcB/nEzxVGmLbDWY5pfWTLqBcC2KZ6jyYvM4mQ=
golang.org/x/tools v0.0.0-20190114222345-bf090417da8b/go.mod h1:n7NCudcB/nEzxVGmLbDWY5pfWTLqBcC2KZ6jyYvM4mQ=
golang.org/x/tools v0.0.0-20190226205152-f727befe758c/go.mod h1:9Yl7xja0Znq3iFh3HoIrodX9oNMXvdceNzlUR8zjMvY=
golang.org/x/tools v0.0.0-20190311212946-11955173bddd/go.mod h1:LCzVGOaR6xXOjkQ3onu1FJEFr0SW1gC7cKk1uF8kGRs=
golang.org/x/tools v0.0.0-20190524140312-2c0ae7006135/go.mod h1:RgjU9mgBXZiqYHBnxXauZ1Gv1EHHAz9KjViQ78xBX0Q=
golang.org/x/tools v0.0.0-20191119224855-298f0cb1881e/go.mod h1:b+2E5dAYhXwXZwtnZ6UAqBI28+e2cm9otk0dWdXHAEo=
golang.org/x/tools v0.1.12/go.mod h1:hNGJHUnrk76NpqgfD5Aqm5Crs+Hm0VOH/i9J2+nxYbc=
golang.org/x/tools v0.6.0/go.mod h1:Xwgl3UAJ/d3gWutnCtw505GrjyAbvKui8lOU390QaIU=
golang.org/x/tools v0.13.0/go.mod h1:HvlwmtVNQAhOuCjW7xxvovg8wbNq7LwfXh/k7wXUl58=
golang.org/x/tools v0.21.1-0.20240508182429-e35e4ccd0d2d/go.mod h1:aiJjzUbINMkxbQROHiO6hDPo2LHcIPhhQsa9DLh0yGk=
golang.org/x/tools v0.37.0 h1:DVSRzp7FwePZW356yEAChSdNcQo6Nsp+fex1SUW09lE=
golang.org/x/tools v0.37.0/go.mod h1:MBN5QPQtLMHVdvsbtarmTNukZDdgwdwlO5qGacAzF0w=
golang.org/x/tools v0.31.0 h1:0EedkvKDbh+qistFTd0Bcwe/YLh4vHwWEkiI0toFIBU=
golang.org/x/tools v0.31.0/go.mod h1:naFTU+Cev749tSJRXJlna0T3WxKvb1kWEx15xA4SdmQ=
golang.org/x/xerrors v0.0.0-20190717185122-a985d3407aa7/go.mod h1:I/5z698sn9Ka8TeJc9MKroUUfqBBauWjQqLJ2OPfmY0=
golang.org/x/xerrors v0.0.0-20191204190536-9bdfabe68543/go.mod h1:I/5z698sn9Ka8TeJc9MKroUUfqBBauWjQqLJ2OPfmY0=
golang.org/x/xerrors v0.0.0-20200804184101-5ec99f83aff1/go.mod h1:I/5z698sn9Ka8TeJc9MKroUUfqBBauWjQqLJ2OPfmY0=
google.golang.org/appengine v1.1.0/go.mod h1:EbEs0AVv82hx2wNQdGPgUI5lhzA/G0D9YwlJXL52JkM=
google.golang.org/appengine v1.4.0/go.mod h1:xpcJRLb0r/rnEns0DIKYYv+WjYCduHsrkT7/EB5XEv4=
google.golang.org/appengine v1.6.8 h1:IhEN5q69dyKagZPYMSdIjS2HqprW324FRQZJcGqPAsM=
google.golang.org/appengine v1.6.8/go.mod h1:1jJ3jBArFh5pcgW8gCtRJnepW8FzD1V44FJffLiz/Ds=
google.golang.org/genproto v0.0.0-20180817151627-c66870c02cf8/go.mod h1:JiN7NxoALGmiZfu7CAH4rXhgtRTLTxftemlI0sWmxmc=
google.golang.org/genproto v0.0.0-20190819201941-24fa4b261c55/go.mod h1:DMBHOl98Agz4BDEuKkezgsaosCRResVns1a3J2ZsMNc=
google.golang.org/genproto v0.0.0-20200526211855-cb27e3aa2013/go.mod h1:NbSheEEYHJ7i3ixzK3sjbqSGDJWnxyFXZblF3eUsNvo=
google.golang.org/grpc v1.19.0/go.mod h1:mqu4LbDTu4XGKhr4mRzUsmM4RtVoemTSY81AxZiDr8c=
google.golang.org/grpc v1.23.0/go.mod h1:Y5yQAOtifL1yxbo5wqy6BxZv8vAUGQwXBOALyacEbxg=
google.golang.org/grpc v1.27.0/go.mod h1:qbnxyOmOxrQa7FizSgH+ReBfzJrCY1pSN7KXBS8abTk=
google.golang.org/protobuf v0.0.0-20200109180630-ec00e32a8dfd/go.mod h1:DFci5gLYBciE7Vtevhsrf46CRTquxDuWsQurQQe4oz8=
google.golang.org/protobuf v0.0.0-20200221191635-4d8936d0db64/go.mod h1:kwYJMbMJ01Woi6D6+Kah6886xMZcty6N08ah7+eCXa0=
google.golang.org/protobuf v0.0.0-20200228230310-ab0ca4ff8a60/go.mod h1:cfTl7dwQJ+fmap5saPgwCLgHXTUD7jkjRqWcaiX5VyM=
google.golang.org/protobuf v1.20.1-0.20200309200217-e05f789c0967/go.mod h1:A+miEFZTKqfCUM6K7xSMQL9OKL/b6hQv+e19PK+JZNE=
google.golang.org/protobuf v1.21.0/go.mod h1:47Nbq4nVaFHyn7ilMalzfO3qCViNmqZ2kzikPIcrTAo=
google.golang.org/protobuf v1.22.0/go.mod h1:EGpADcykh3NcUnDUJcl1+ZksZNG86OlYog2l/sGQquU=
google.golang.org/protobuf v1.23.1-0.20200526195155-81db48ad09cc/go.mod h1:EGpADcykh3NcUnDUJcl1+ZksZNG86OlYog2l/sGQquU=
google.golang.org/protobuf v1.25.0/go.mod h1:9JNX74DMeImyA3h4bdi1ymwjUzf21/xIlbajtzgsN7c=
google.golang.org/protobuf v1.26.0-rc.1/go.mod h1:jlhhOSvTdKEhbULTjvd4ARK9grFBp09yW+WbY/TyQbw=
google.golang.org/protobuf v1.26.0/go.mod h1:9q0QmTI4eRPtz6boOQmLYwt+qCgq0jsYwAQnmE0givc=
google.golang.org/protobuf v1.36.8 h1:xHScyCOEuuwZEc6UtSOvPbAT4zRh0xcNRYekJwfqyMc=
google.golang.org/protobuf v1.36.8/go.mod h1:fuxRtAxBytpl4zzqUh6/eyUujkJdNiuEkXntxiD/uRU=
google.golang.org/protobuf v1.36.5 h1:tPhr+woSbjfYvY6/GPufUoYizxw1cF/yFoxJ2fmpwlM=
google.golang.org/protobuf v1.36.5/go.mod h1:9fA7Ob0pmnwhb644+1+CVWFRbNajQ6iRojtC/QF5bRE=
gopkg.in/check.v1 v0.0.0-20161208181325-20d25e280405/go.mod h1:Co6ibVJAznAaIkqp8huTwlJQCZ016jof/cbN4VW5Yz0=
gopkg.in/check.v1 v1.0.0-20180628173108-788fd7840127 h1:qIbj1fsPNlZgppZ+VLlY7N33q108Sa+fhmuc+sWQYwY=
gopkg.in/check.v1 v1.0.0-20180628173108-788fd7840127/go.mod h1:Co6ibVJAznAaIkqp8huTwlJQCZ016jof/cbN4VW5Yz0=
gopkg.in/check.v1 v1.0.0-20201130134442-10cb98267c6c h1:Hei/4ADfdWqJk1ZMxUNpqntNwaWcugrBjAiHlqqRiVk=
gopkg.in/check.v1 v1.0.0-20201130134442-10cb98267c6c/go.mod h1:JHkPIbrfpd72SG/EVd6muEfDQjcINNoR0C8j2r3qZ4Q=
gopkg.in/errgo.v2 v2.1.0/go.mod h1:hNsd1EY+bozCKY1Ytp96fpM3vjJbqLJn88ws8XvfDNI=
gopkg.in/yaml.v2 v2.4.0 h1:D8xgwECY7CYvx+Y2n4sBz93Jn9JRvxdiyyo8CTfuKaY=
gopkg.in/yaml.v2 v2.4.0/go.mod h1:RDklbk79AGWmwhnvt/jBztapEOGDOx6ZbXqjP6csGnQ=
gopkg.in/yaml.v3 v3.0.0-20200313102051-9f266ea9e77c/go.mod h1:K4uyk7z7BCEPqu6E+C64Yfv1cQ7kz7rIZviUmN+EgEM=
gopkg.in/yaml.v3 v3.0.0-20210107192922-496545a6307b/go.mod h1:K4uyk7z7BCEPqu6E+C64Yfv1cQ7kz7rIZviUmN+EgEM=
gopkg.in/yaml.v3 v3.0.1 h1:fxVm/GzAzEWqLHuvctI91KS9hhNmmWOoWu0XTYJS7CA=
gopkg.in/yaml.v3 v3.0.1/go.mod h1:K4uyk7z7BCEPqu6E+C64Yfv1cQ7kz7rIZviUmN+EgEM=
honnef.co/go/tools v0.0.0-20190102054323-c2f93a96b099/go.mod h1:rf3lG4BRIbNafJWhAfAdb/ePZxsR/4RtNHQocxwk9r4=
honnef.co/go/tools v0.0.0-20190523083050-ea95bdfd59fc/go.mod h1:rf3lG4BRIbNafJWhAfAdb/ePZxsR/4RtNHQocxwk9r4=
jaytaylor.com/html2text v0.0.0-20230321000545-74c2419ad056 h1:6YFJoB+0fUH6X3xU/G2tQqCYg+PkGtnZ5nMR5rpw72g=
jaytaylor.com/html2text v0.0.0-20230321000545-74c2419ad056/go.mod h1:OxvTsCwKosqQ1q7B+8FwXqg4rKZ/UG9dUW+g/VL2xH4=
maunium.net/go/maulogger/v2 v2.4.1 h1:N7zSdd0mZkB2m2JtFUsiGTQQAdP0YeFWT7YMc80yAL8=
maunium.net/go/maulogger/v2 v2.4.1/go.mod h1:omPuYwYBILeVQobz8uO3XC8DIRuEb5rXYlQSuqrbCho=
maunium.net/go/mautrix v0.17.0 h1:scc1qlUbzPn+wc+3eAPquyD+3gZwwy/hBANBm+iGKK8=
maunium.net/go/mautrix v0.17.0/go.mod h1:j+puTEQCEydlVxhJ/dQP5chfa26TdvBO7X6F3Ataav8=
mvdan.cc/xurls/v2 v2.6.0 h1:3NTZpeTxYVWNSokW3MKeyVkz/j7uYXYiMtXRUfmjbgI=
mvdan.cc/xurls/v2 v2.6.0/go.mod h1:bCvEZ1XvdA6wDnxY7jPPjEmigDtvtvPXAD/Exa9IMSk=
sigs.k8s.io/yaml v1.3.0 h1:a2VclLzOGrwOHDiV8EfBGhvjHvP46CtW5j6POvhYGGo=
+3 -23
View File
@@ -13,9 +13,6 @@ import (
var baseModel = os.Getenv("LOCALAGI_MODEL")
var multimodalModel = os.Getenv("LOCALAGI_MULTIMODAL_MODEL")
var transcriptionModel = os.Getenv("LOCALAGI_TRANSCRIPTION_MODEL")
var transcriptionLanguage = os.Getenv("LOCALAGI_TRANSCRIPTION_LANGUAGE")
var ttsModel = os.Getenv("LOCALAGI_TTS_MODEL")
var apiURL = os.Getenv("LOCALAGI_LLM_API_URL")
var apiKey = os.Getenv("LOCALAGI_LLM_API_KEY")
var timeout = os.Getenv("LOCALAGI_TIMEOUT")
@@ -25,16 +22,13 @@ var withLogs = os.Getenv("LOCALAGI_ENABLE_CONVERSATIONS_LOGGING") == "true"
var apiKeysEnv = os.Getenv("LOCALAGI_API_KEYS")
var imageModel = os.Getenv("LOCALAGI_IMAGE_MODEL")
var conversationDuration = os.Getenv("LOCALAGI_CONVERSATION_DURATION")
var localOperatorBaseURL = os.Getenv("LOCALOPERATOR_BASE_URL")
var customActionsDir = os.Getenv("LOCALAGI_CUSTOM_ACTIONS_DIR")
var sshBoxURL = os.Getenv("LOCALAGI_SSHBOX_URL")
func init() {
if baseModel == "" {
panic("LOCALAGI_MODEL not set")
}
if apiURL == "" {
panic("LOCALAGI_LLM_API_URL not set")
panic("LOCALAGI_API_URL not set")
}
if timeout == "" {
timeout = "5m"
@@ -62,27 +56,14 @@ func main() {
pool, err := state.NewAgentPool(
baseModel,
multimodalModel,
transcriptionModel,
transcriptionLanguage,
ttsModel,
imageModel,
apiURL,
apiKey,
stateDir,
localRAG,
services.Actions(map[string]string{
services.ActionConfigBrowserAgentRunner: localOperatorBaseURL,
services.ActionConfigDeepResearchRunner: localOperatorBaseURL,
services.ActionConfigSSHBoxURL: sshBoxURL,
services.ConfigStateDir: stateDir,
services.CustomActionsDir: customActionsDir,
}),
services.Actions,
services.Connectors,
services.DynamicPrompts(map[string]string{
services.ConfigStateDir: stateDir,
services.CustomActionsDir: customActionsDir,
}),
services.Filters,
services.DynamicPrompts,
timeout,
withLogs,
)
@@ -98,7 +79,6 @@ func main() {
webui.WithLLMAPIUrl(apiURL),
webui.WithLLMAPIKey(apiKey),
webui.WithLLMModel(baseModel),
webui.WithCustomActionsDir(customActionsDir),
webui.WithStateDir(stateDir),
)
+7 -7
View File
@@ -8,13 +8,13 @@ import (
// AgentConfig represents the configuration for an agent
type AgentConfig struct {
Name string `json:"name"`
Actions []string `json:"actions,omitempty"`
Connectors []string `json:"connectors,omitempty"`
PromptBlocks []string `json:"prompt_blocks,omitempty"`
InitialPrompt string `json:"initial_prompt,omitempty"`
Parallel bool `json:"parallel,omitempty"`
EnableReasoning bool `json:"enable_reasoning,omitempty"`
Name string `json:"name"`
Actions []string `json:"actions,omitempty"`
Connectors []string `json:"connectors,omitempty"`
PromptBlocks []string `json:"prompt_blocks,omitempty"`
InitialPrompt string `json:"initial_prompt,omitempty"`
Parallel bool `json:"parallel,omitempty"`
Config map[string]interface{} `json:"config,omitempty"`
}
// AgentStatus represents the status of an agent
+6 -94
View File
@@ -4,58 +4,18 @@ import (
"encoding/json"
"fmt"
"net/http"
"github.com/sashabaranov/go-openai/jsonschema"
)
// UserLocation represents the user's location for web search
type UserLocation struct {
Type string `json:"type"`
City *string `json:"city,omitempty"`
Country *string `json:"country,omitempty"`
Region *string `json:"region,omitempty"`
Timezone *string `json:"timezone,omitempty"`
}
type Tool struct {
Type string `json:"type"`
// Function tool fields (used when type == "function")
Name *string `json:"name,omitempty"`
Description *string `json:"description,omitempty"`
Parameters *jsonschema.Definition `json:"parameters,omitempty"`
// Web search tool fields (used when type == "web_search_preview" etc.)
SearchContextSize *string `json:"search_context_size,omitempty"`
UserLocation *UserLocation `json:"user_location,omitempty"`
}
type ToolChoice struct {
Name string `json:"name"`
Type string `json:"type"`
}
// RequestBody represents the message request to the AI model
type RequestBody struct {
Model string `json:"model"`
Input any `json:"input"`
Temperature *float64 `json:"temperature,omitempty"`
Tools []Tool `json:"tools,omitempty"`
ToolChoice *ToolChoice `json:"tool_choice"`
MaxTokens *int `json:"max_output_tokens,omitempty"`
}
type InputFunctionToolCallOutput struct {
CallID string `json:"call_id"`
Output string `json:"output"`
Type string `json:"type"`
ID string `json:"id"`
Status string `json:"status"`
}
// InputMessage represents a user input message
type InputMessage struct {
Type string `json:"type"`
Role string `json:"role"`
Content any `json:"content"`
}
@@ -69,49 +29,10 @@ type ContentItem struct {
// ResponseBody represents the response from the AI model
type ResponseBody struct {
CreatedAt int64 `json:"created_at"`
Status string `json:"status"`
Error any `json:"error,omitempty"`
Output []ResponseBase `json:"output"`
Tools []Tool `json:"tools"`
}
type ResponseType string
const (
ResponseTypeFunctionToolCall ResponseType = "function_call"
ResponseTypeMessage ResponseType = "message"
)
type ResponseBase json.RawMessage
func (r *ResponseBase) UnmarshalJSON(data []byte) error {
return (*json.RawMessage)(r).UnmarshalJSON(data)
}
func (r *ResponseBase) ToMessage() (msg ResponseMessage, err error) {
err = json.Unmarshal(*r, &msg)
if msg.Type != string(ResponseTypeMessage) {
return ResponseMessage{}, fmt.Errorf("Expected %s, not %s", ResponseTypeMessage, msg.Type)
}
return
}
func (r *ResponseBase) ToFunctionToolCall() (msg ResponseFunctionToolCall, err error) {
err = json.Unmarshal(*r, &msg)
if msg.Type != string(ResponseTypeFunctionToolCall) {
return ResponseFunctionToolCall{}, fmt.Errorf("Expected %s, not %s", ResponseTypeFunctionToolCall, msg.Type)
}
return
}
type ResponseFunctionToolCall struct {
Arguments string `json:"arguments"`
CallID string `json:"call_id"`
Name string `json:"name"`
Type string `json:"type"`
ID string `json:"id"`
Status string `json:"status"`
CreatedAt int64 `json:"created_at"`
Status string `json:"status"`
Error any `json:"error,omitempty"`
Output []ResponseMessage `json:"output"`
}
// ResponseMessage represents a message in the response
@@ -164,11 +85,7 @@ func (c *Client) SimpleAIResponse(agentName, input string) (string, error) {
}
// Extract the text response from the output
for _, out := range response.Output {
msg, err := out.ToMessage()
if err != nil {
return "", fmt.Errorf("out.ToMessage: %w", err)
}
for _, msg := range response.Output {
if msg.Role == "assistant" {
for _, content := range msg.Content {
if content.Type == "output_text" {
@@ -196,12 +113,7 @@ func (c *Client) ChatAIResponse(agentName string, messages []InputMessage) (stri
}
// Extract the text response from the output
for _, out := range response.Output {
msg, err := out.ToMessage()
if err != nil {
return "", fmt.Errorf("out.ToMessage: %w", err)
}
for _, msg := range response.Output {
if msg.Role == "assistant" {
for _, content := range msg.Content {
if content.Type == "output_text" {
+8 -12
View File
@@ -10,20 +10,16 @@ import (
"github.com/sashabaranov/go-openai/jsonschema"
)
func GenerateTypedJSONWithGuidance(ctx context.Context, client *openai.Client, guidance, model string, i jsonschema.Definition, dst any) error {
return GenerateTypedJSONWithConversation(ctx, client, []openai.ChatCompletionMessage{
{
Role: "user",
Content: guidance,
},
}, model, i, dst)
}
func GenerateTypedJSONWithConversation(ctx context.Context, client *openai.Client, conv []openai.ChatCompletionMessage, model string, i jsonschema.Definition, dst any) error {
func GenerateTypedJSON(ctx context.Context, client *openai.Client, guidance, model string, i jsonschema.Definition, dst any) error {
toolName := "json"
decision := openai.ChatCompletionRequest{
Model: model,
Messages: conv,
Model: model,
Messages: []openai.ChatCompletionMessage{
{
Role: "user",
Content: guidance,
},
},
Tools: []openai.Tool{
{
-149
View File
@@ -1,149 +0,0 @@
package localoperator
import (
"bytes"
"encoding/json"
"fmt"
"io"
"net/http"
"time"
)
type Client struct {
baseURL string
httpClient *http.Client
}
func NewClient(baseURL string, timeout ...time.Duration) *Client {
defaultTimeout := 30 * time.Second
if len(timeout) > 0 {
defaultTimeout = timeout[0]
}
return &Client{
baseURL: baseURL,
httpClient: &http.Client{
Timeout: defaultTimeout,
},
}
}
type AgentRequest struct {
Goal string `json:"goal"`
MaxAttempts int `json:"max_attempts,omitempty"`
MaxNoActionAttempts int `json:"max_no_action_attempts,omitempty"`
}
type DesktopAgentRequest struct {
AgentRequest
DesktopURL string `json:"desktop_url"`
}
type DeepResearchRequest struct {
Topic string `json:"topic"`
MaxCycles int `json:"max_cycles,omitempty"`
MaxNoActionAttempts int `json:"max_no_action_attempts,omitempty"`
MaxResults int `json:"max_results,omitempty"`
}
// Response types
type StateDescription struct {
CurrentURL string `json:"current_url"`
PageTitle string `json:"page_title"`
PageContentDescription string `json:"page_content_description"`
Screenshot string `json:"screenshot"`
ScreenshotMimeType string `json:"screenshot_mime_type"`
}
type StateHistory struct {
States []StateDescription `json:"states"`
}
type DesktopStateDescription struct {
ScreenContent string `json:"screen_content"`
ScreenshotPath string `json:"screenshot_path"`
}
type DesktopStateHistory struct {
States []DesktopStateDescription `json:"states"`
}
type SearchResult struct {
Title string `json:"title"`
URL string `json:"url"`
Description string `json:"description"`
}
type ResearchResult struct {
Topic string `json:"topic"`
Summary string `json:"summary"`
Sources []SearchResult `json:"sources"`
KnowledgeGaps []string `json:"knowledge_gaps"`
SearchQueries []string `json:"search_queries"`
ResearchCycles int `json:"research_cycles"`
CompletionTime time.Duration `json:"completion_time"`
}
func (c *Client) RunBrowserAgent(req AgentRequest) (*StateHistory, error) {
return post[*StateHistory](c.httpClient, c.baseURL+"/api/browser/run", req)
}
func (c *Client) RunDesktopAgent(req DesktopAgentRequest) (*DesktopStateHistory, error) {
return post[*DesktopStateHistory](c.httpClient, c.baseURL+"/api/desktop/run", req)
}
func (c *Client) RunDeepResearch(req DeepResearchRequest) (*ResearchResult, error) {
return post[*ResearchResult](c.httpClient, c.baseURL+"/api/deep-research/run", req)
}
func (c *Client) Readyz() (string, error) {
return c.get("/readyz")
}
func (c *Client) Healthz() (string, error) {
return c.get("/healthz")
}
func (c *Client) get(path string) (string, error) {
resp, err := c.httpClient.Get(c.baseURL + path)
if err != nil {
return "", fmt.Errorf("failed to make request: %w", err)
}
defer resp.Body.Close()
if resp.StatusCode != http.StatusOK {
body, _ := io.ReadAll(resp.Body)
return "", fmt.Errorf("unexpected status code: %d, body: %s", resp.StatusCode, string(body))
}
return resp.Status, nil
}
func post[T any](client *http.Client, url string, body interface{}) (T, error) {
var result T
jsonBody, err := json.Marshal(body)
if err != nil {
return result, fmt.Errorf("failed to marshal request body: %w", err)
}
fmt.Println("Sending request", "url", url, "body", string(jsonBody))
resp, err := client.Post(url, "application/json", bytes.NewBuffer(jsonBody))
if err != nil {
return result, fmt.Errorf("failed to make request: %w", err)
}
defer resp.Body.Close()
fmt.Println("Response", "status", resp.StatusCode)
if resp.StatusCode != http.StatusOK {
body, _ := io.ReadAll(resp.Body)
return result, fmt.Errorf("unexpected status code: %d, body: %s", resp.StatusCode, string(body))
}
if err := json.NewDecoder(resp.Body).Decode(&result); err != nil {
return result, fmt.Errorf("failed to decode response: %w", err)
}
return result, nil
}
-5
View File
@@ -1,5 +0,0 @@
package ptr
func To[T any](v T) *T {
return &v
}
+147 -384
View File
@@ -4,10 +4,6 @@ import (
"context"
"encoding/json"
"fmt"
"os"
"path/filepath"
"slices"
"strings"
"github.com/mudler/LocalAGI/core/action"
"github.com/mudler/LocalAGI/core/state"
@@ -22,11 +18,8 @@ const (
// Actions
ActionSearch = "search"
ActionCustom = "custom"
ActionBrowserAgentRunner = "browser-agent-runner"
ActionDeepResearchRunner = "deep-research-runner"
ActionGithubIssueLabeler = "github-issue-labeler"
ActionGithubIssueOpener = "github-issue-opener"
ActionGithubIssueEditor = "github-issue-editor"
ActionGithubIssueCloser = "github-issue-closer"
ActionGithubIssueSearcher = "github-issue-searcher"
ActionGithubRepositoryGet = "github-repository-get-content"
@@ -39,8 +32,6 @@ const (
ActionGithubPRCreator = "github-pr-creator"
ActionGithubGetAllContent = "github-get-all-repository-content"
ActionGithubREADME = "github-readme"
ActionGithubRepositorySearchFiles = "github-repository-search-files"
ActionGithubRepositoryListFiles = "github-repository-list-files"
ActionScraper = "scraper"
ActionWikipedia = "wikipedia"
ActionBrowse = "browse"
@@ -50,21 +41,6 @@ const (
ActionCounter = "counter"
ActionCallAgents = "call_agents"
ActionShellcommand = "shell-command"
ActionSendTelegramMessage = "send-telegram-message"
ActionSetReminder = "set_reminder"
ActionListReminders = "list_reminders"
ActionRemoveReminder = "remove_reminder"
ActionAddToMemory = "add_to_memory"
ActionListMemory = "list_memory"
ActionRemoveFromMemory = "remove_from_memory"
ActionPiKVMPowerControl = "pikvm_power_control"
ActionWebhook = "webhook"
)
const (
nameField = "name"
descriptionField = "description"
configurationField = "configuration"
)
var AvailableActions = []string{
@@ -72,15 +48,10 @@ var AvailableActions = []string{
ActionCustom,
ActionGithubIssueLabeler,
ActionGithubIssueOpener,
ActionGithubIssueEditor,
ActionGithubIssueCloser,
ActionGithubIssueSearcher,
ActionGithubRepositoryGet,
ActionGithubGetAllContent,
ActionGithubRepositorySearchFiles,
ActionGithubRepositoryListFiles,
ActionBrowserAgentRunner,
ActionDeepResearchRunner,
ActionGithubRepositoryCreateOrUpdate,
ActionGithubIssueReader,
ActionGithubIssueCommenter,
@@ -98,310 +69,36 @@ var AvailableActions = []string{
ActionCounter,
ActionCallAgents,
ActionShellcommand,
ActionSendTelegramMessage,
ActionSetReminder,
ActionListReminders,
ActionRemoveReminder,
ActionAddToMemory,
ActionListMemory,
ActionRemoveFromMemory,
ActionPiKVMPowerControl,
ActionWebhook,
}
var DefaultActions = []config.FieldGroup{
{
Name: "search",
Label: "Search",
Fields: actions.SearchConfigMeta(),
},
{
Name: "browser-agent-runner",
Label: "Browser Agent Runner",
Fields: actions.BrowserAgentRunnerConfigMeta(),
},
{
Name: "deep-research-runner",
Label: "Deep Research Runner",
Fields: actions.DeepResearchRunnerConfigMeta(),
},
{
Name: "generate_image",
Label: "Generate Image",
Fields: actions.GenImageConfigMeta(),
},
{
Name: "add_to_memory",
Label: "Add to Memory",
Fields: actions.AddToMemoryConfigMeta(),
},
{
Name: "list_memory",
Label: "List Memory",
Fields: actions.ListMemoryConfigMeta(),
},
{
Name: "remove_from_memory",
Label: "Remove from Memory",
Fields: actions.RemoveFromMemoryConfigMeta(),
},
{
Name: "github-issue-labeler",
Label: "GitHub Issue Labeler",
Fields: actions.GithubIssueLabelerConfigMeta(),
},
{
Name: "github-issue-opener",
Label: "GitHub Issue Opener",
Fields: actions.GithubIssueOpenerConfigMeta(),
},
{
Name: "github-issue-editor",
Label: "GitHub Issue Editor",
Fields: actions.GithubIssueEditorConfigMeta(),
},
{
Name: "github-issue-closer",
Label: "GitHub Issue Closer",
Fields: actions.GithubIssueCloserConfigMeta(),
},
{
Name: "github-issue-commenter",
Label: "GitHub Issue Commenter",
Fields: actions.GithubIssueCommenterConfigMeta(),
},
{
Name: "github-issue-reader",
Label: "GitHub Issue Reader",
Fields: actions.GithubIssueReaderConfigMeta(),
},
{
Name: "github-issue-searcher",
Label: "GitHub Issue Search",
Fields: actions.GithubIssueSearchConfigMeta(),
},
{
Name: "github-repository-get-content",
Label: "GitHub Repository Get Content",
Fields: actions.GithubRepositoryGetContentConfigMeta(),
},
{
Name: "github-get-all-repository-content",
Label: "GitHub Get All Repository Content",
Fields: actions.GithubRepositoryGetAllContentConfigMeta(),
},
{
Name: "github-repository-search-files",
Label: "GitHub Repository Search Files",
Fields: actions.GithubRepositorySearchFilesConfigMeta(),
},
{
Name: "github-repository-list-files",
Label: "GitHub Repository List Files",
Fields: actions.GithubRepositoryListFilesConfigMeta(),
},
{
Name: "github-repository-create-or-update-content",
Label: "GitHub Repository Create/Update Content",
Fields: actions.GithubRepositoryCreateOrUpdateContentConfigMeta(),
},
{
Name: "github-readme",
Label: "GitHub Repository README",
Fields: actions.GithubRepositoryREADMEConfigMeta(),
},
{
Name: "github-pr-reader",
Label: "GitHub PR Reader",
Fields: actions.GithubPRReaderConfigMeta(),
},
{
Name: "github-pr-commenter",
Label: "GitHub PR Commenter",
Fields: actions.GithubPRCommenterConfigMeta(),
},
{
Name: "github-pr-reviewer",
Label: "GitHub PR Reviewer",
Fields: actions.GithubPRReviewerConfigMeta(),
},
{
Name: "github-pr-creator",
Label: "GitHub PR Creator",
Fields: actions.GithubPRCreatorConfigMeta(),
},
{
Name: "twitter-post",
Label: "Twitter Post",
Fields: actions.TwitterPostConfigMeta(),
},
{
Name: "send-mail",
Label: "Send Mail",
Fields: actions.SendMailConfigMeta(),
},
{
Name: "shell-command",
Label: "Shell Command",
Fields: actions.ShellConfigMeta(),
},
{
Name: "custom",
Label: "Custom",
Fields: action.CustomConfigMeta(),
},
{
Name: "scraper",
Label: "Scraper",
Fields: []config.Field{},
},
{
Name: "wikipedia",
Label: "Wikipedia",
Fields: []config.Field{},
},
{
Name: "browse",
Label: "Browse",
Fields: []config.Field{},
},
{
Name: "counter",
Label: "Counter",
Fields: []config.Field{},
},
{
Name: "call_agents",
Label: "Call Agents",
Fields: actions.CallAgentConfigMeta(),
},
{
Name: "send-telegram-message",
Label: "Send Telegram Message",
Fields: actions.SendTelegramMessageConfigMeta(),
},
{
Name: "set_reminder",
Label: "Set Reminder",
Fields: []config.Field{},
},
{
Name: "list_reminders",
Label: "List Reminders",
Fields: []config.Field{},
},
{
Name: "remove_reminder",
Label: "Remove Reminder",
Fields: []config.Field{},
},
{
Name: "pikvm_power_control",
Label: "PiKVM Power Control",
Fields: actions.PiKVMConfigMeta(),
},
{
Name: "webhook",
Label: "Webhook",
Fields: actions.WebhookConfigMeta(),
},
}
func Actions(a *state.AgentConfig) func(ctx context.Context, pool *state.AgentPool) []types.Action {
return func(ctx context.Context, pool *state.AgentPool) []types.Action {
allActions := []types.Action{}
const (
ActionConfigBrowserAgentRunner = "browser-agent-runner-base-url"
ActionConfigDeepResearchRunner = "deep-research-runner-base-url"
ActionConfigSSHBoxURL = "sshbox-url"
ConfigStateDir = "state-dir"
CustomActionsDir = "custom-actions-dir"
)
agentName := a.Name
for _, a := range a.Actions {
var config map[string]string
if err := json.Unmarshal([]byte(a.Config), &config); err != nil {
xlog.Error("Error unmarshalling action config", "error", err)
continue
}
a, err := Action(a.Name, agentName, config, pool)
if err != nil {
continue
}
allActions = append(allActions, a)
}
func customActions(customActionsDir string, existingActionConfigs map[string]map[string]string) (allActions []types.Action) {
files, err := os.ReadDir(customActionsDir)
if err != nil {
xlog.Error("Error reading custom actions directory", "error", err)
return allActions
}
for _, file := range files {
if filepath.Ext(file.Name()) != ".go" {
continue
}
content, err := os.ReadFile(filepath.Join(customActionsDir, file.Name()))
if err != nil {
xlog.Error("Error reading custom action file", "error", err, "file", file.Name())
continue
}
actionName := strings.TrimSuffix(file.Name(), ".go")
actionConfig := map[string]string{
"name": actionName,
"description": "",
"code": string(content),
"unsafe": "false",
}
if c, exists := existingActionConfigs[actionName]; exists {
// We allow the user to customize name and description
actionConfig[descriptionField] = c[descriptionField]
actionConfig[nameField] = c[nameField]
actionConfig[configurationField] = c[configurationField]
}
a, err := Action(ActionCustom, "", actionConfig, nil, map[string]string{})
if err != nil {
xlog.Error("Error creating custom action", "error", err, "file", file.Name())
continue
}
allActions = append(allActions, a)
}
return
}
func Actions(actionsConfigs map[string]string) func(a *state.AgentConfig) func(ctx context.Context, pool *state.AgentPool) []types.Action {
return func(a *state.AgentConfig) func(ctx context.Context, pool *state.AgentPool) []types.Action {
return func(ctx context.Context, pool *state.AgentPool) []types.Action {
allActions := []types.Action{}
agentName := a.Name
existingActionConfigs := map[string]map[string]string{}
for _, a := range a.Actions {
var config map[string]string
if err := json.Unmarshal([]byte(a.Config), &config); err != nil {
xlog.Error("Error unmarshalling action config", "error", err)
continue
}
existingActionConfigs[a.Name] = config
a, err := Action(a.Name, agentName, config, pool, actionsConfigs)
if err != nil {
continue
}
allActions = append(allActions, a)
}
// Now we will scan a directory for custom actions
if actionsConfigs[CustomActionsDir] != "" {
allActions = append(allActions, customActions(actionsConfigs[CustomActionsDir], existingActionConfigs)...)
}
return allActions
}
}
}
func Action(name, agentName string, config map[string]string, pool *state.AgentPool, actionsConfigs map[string]string) (types.Action, error) {
func Action(name, agentName string, config map[string]string, pool *state.AgentPool) (types.Action, error) {
var a types.Action
var err error
if config == nil {
config = map[string]string{}
}
memoryFilePath := memoryPath(agentName, actionsConfigs)
switch name {
case ActionCustom:
a, err = action.NewCustom(config, "")
@@ -413,16 +110,10 @@ func Action(name, agentName string, config map[string]string, pool *state.AgentP
a = actions.NewGithubIssueLabeler(config)
case ActionGithubIssueOpener:
a = actions.NewGithubIssueOpener(config)
case ActionGithubIssueEditor:
a = actions.NewGithubIssueEditor(config)
case ActionGithubIssueCloser:
a = actions.NewGithubIssueCloser(config)
case ActionGithubIssueSearcher:
a = actions.NewGithubIssueSearch(config)
case ActionBrowserAgentRunner:
a = actions.NewBrowserAgentRunner(config, actionsConfigs[ActionConfigBrowserAgentRunner])
case ActionDeepResearchRunner:
a = actions.NewDeepResearchRunner(config, actionsConfigs[ActionConfigDeepResearchRunner])
case ActionGithubIssueReader:
a = actions.NewGithubIssueReader(config)
case ActionGithubPRReader:
@@ -435,10 +126,6 @@ func Action(name, agentName string, config map[string]string, pool *state.AgentP
a = actions.NewGithubPRCreator(config)
case ActionGithubGetAllContent:
a = actions.NewGithubRepositoryGetAllContent(config)
case ActionGithubRepositorySearchFiles:
a = actions.NewGithubRepositorySearchFiles(config)
case ActionGithubRepositoryListFiles:
a = actions.NewGithubRepositoryListFiles(config)
case ActionGithubIssueCommenter:
a = actions.NewGithubIssueCommenter(config)
case ActionGithubRepositoryGet:
@@ -455,8 +142,6 @@ func Action(name, agentName string, config map[string]string, pool *state.AgentP
a = actions.NewBrowse(config)
case ActionSendMail:
a = actions.NewSendMail(config)
case ActionWebhook:
a = actions.NewWebhook(config)
case ActionTwitterPost:
a = actions.NewPostTweet(config)
case ActionCounter:
@@ -464,23 +149,7 @@ func Action(name, agentName string, config map[string]string, pool *state.AgentP
case ActionCallAgents:
a = actions.NewCallAgent(config, agentName, pool.InternalAPI())
case ActionShellcommand:
a = actions.NewShell(config, actionsConfigs[ActionConfigSSHBoxURL])
case ActionSendTelegramMessage:
a = actions.NewSendTelegramMessageRunner(config)
case ActionSetReminder:
a = action.NewReminder()
case ActionListReminders:
a = action.NewListReminders()
case ActionRemoveReminder:
a = action.NewRemoveReminder()
case ActionAddToMemory:
a, _, _ = actions.NewMemoryActions(memoryFilePath, config)
case ActionListMemory:
_, a, _ = actions.NewMemoryActions(memoryFilePath, config)
case ActionRemoveFromMemory:
_, _, a = actions.NewMemoryActions(memoryFilePath, config)
case ActionPiKVMPowerControl:
a = actions.NewPiKVMAction(config)
a = actions.NewShell(config)
default:
xlog.Error("Action not found", "name", name)
return nil, fmt.Errorf("Action not found")
@@ -493,38 +162,132 @@ func Action(name, agentName string, config map[string]string, pool *state.AgentP
return a, nil
}
func ActionsConfigMeta(customActionDir string) []config.FieldGroup {
all := slices.Clone(DefaultActions)
if customActionDir != "" {
actions := customActions(customActionDir, map[string]map[string]string{})
for _, a := range actions {
all = append(all, config.FieldGroup{
Name: a.Definition().Name.String(),
Label: a.Definition().Name.String(),
Fields: []config.Field{
{
Name: nameField,
Label: "Name",
Type: config.FieldTypeText,
HelpText: "Name of the custom action",
},
{
Name: descriptionField,
Label: "Description",
Type: config.FieldTypeTextarea,
HelpText: "Description of the custom action",
},
{
Name: configurationField,
Label: "Configuration",
Type: config.FieldTypeTextarea,
HelpText: "Configuration of the custom action",
},
},
})
}
func ActionsConfigMeta() []config.FieldGroup {
return []config.FieldGroup{
{
Name: "search",
Label: "Search",
Fields: actions.SearchConfigMeta(),
},
{
Name: "generate_image",
Label: "Generate Image",
Fields: actions.GenImageConfigMeta(),
},
{
Name: "github-issue-labeler",
Label: "GitHub Issue Labeler",
Fields: actions.GithubIssueLabelerConfigMeta(),
},
{
Name: "github-issue-opener",
Label: "GitHub Issue Opener",
Fields: actions.GithubIssueOpenerConfigMeta(),
},
{
Name: "github-issue-closer",
Label: "GitHub Issue Closer",
Fields: actions.GithubIssueCloserConfigMeta(),
},
{
Name: "github-issue-commenter",
Label: "GitHub Issue Commenter",
Fields: actions.GithubIssueCommenterConfigMeta(),
},
{
Name: "github-issue-reader",
Label: "GitHub Issue Reader",
Fields: actions.GithubIssueReaderConfigMeta(),
},
{
Name: "github-issue-searcher",
Label: "GitHub Issue Search",
Fields: actions.GithubIssueSearchConfigMeta(),
},
{
Name: "github-repository-get-content",
Label: "GitHub Repository Get Content",
Fields: actions.GithubRepositoryGetContentConfigMeta(),
},
{
Name: "github-get-all-repository-content",
Label: "GitHub Get All Repository Content",
Fields: actions.GithubRepositoryGetAllContentConfigMeta(),
},
{
Name: "github-repository-create-or-update-content",
Label: "GitHub Repository Create/Update Content",
Fields: actions.GithubRepositoryCreateOrUpdateContentConfigMeta(),
},
{
Name: "github-readme",
Label: "GitHub Repository README",
Fields: actions.GithubRepositoryREADMEConfigMeta(),
},
{
Name: "github-pr-reader",
Label: "GitHub PR Reader",
Fields: actions.GithubPRReaderConfigMeta(),
},
{
Name: "github-pr-commenter",
Label: "GitHub PR Commenter",
Fields: actions.GithubPRCommenterConfigMeta(),
},
{
Name: "github-pr-reviewer",
Label: "GitHub PR Reviewer",
Fields: actions.GithubPRReviewerConfigMeta(),
},
{
Name: "github-pr-creator",
Label: "GitHub PR Creator",
Fields: actions.GithubPRCreatorConfigMeta(),
},
{
Name: "twitter-post",
Label: "Twitter Post",
Fields: actions.TwitterPostConfigMeta(),
},
{
Name: "send-mail",
Label: "Send Mail",
Fields: actions.SendMailConfigMeta(),
},
{
Name: "shell-command",
Label: "Shell Command",
Fields: actions.ShellConfigMeta(),
},
{
Name: "custom",
Label: "Custom",
Fields: action.CustomConfigMeta(),
},
{
Name: "scraper",
Label: "Scraper",
Fields: []config.Field{},
},
{
Name: "wikipedia",
Label: "Wikipedia",
Fields: []config.Field{},
},
{
Name: "browse",
Label: "Browse",
Fields: []config.Field{},
},
{
Name: "counter",
Label: "Counter",
Fields: []config.Field{},
},
{
Name: "call_agents",
Label: "Call Agents",
Fields: []config.Field{},
},
}
return all
}
+1 -1
View File
@@ -18,7 +18,7 @@ func NewBrowse(config map[string]string) *BrowseAction {
type BrowseAction struct{}
func (a *BrowseAction) Run(ctx context.Context, sharedState *types.AgentSharedState, params types.ActionParams) (types.ActionResult, error) {
func (a *BrowseAction) Run(ctx context.Context, params types.ActionParams) (types.ActionResult, error) {
result := struct {
URL string `json:"url"`
}{}
-140
View File
@@ -1,140 +0,0 @@
package actions
import (
"context"
"fmt"
"time"
"github.com/mudler/LocalAGI/core/types"
"github.com/mudler/LocalAGI/pkg/config"
api "github.com/mudler/LocalAGI/pkg/localoperator"
"github.com/sashabaranov/go-openai/jsonschema"
)
const (
MetadataBrowserAgentHistory = "browser_agent_history"
)
type BrowserAgentRunner struct {
baseURL, customActionName string
client *api.Client
}
func NewBrowserAgentRunner(config map[string]string, defaultURL string) *BrowserAgentRunner {
if config["baseURL"] == "" {
config["baseURL"] = defaultURL
}
timeout := "15m"
if config["timeout"] != "" {
timeout = config["timeout"]
}
duration, err := time.ParseDuration(timeout)
if err != nil {
// If parsing fails, use default 15 minutes
duration = 15 * time.Minute
}
client := api.NewClient(config["baseURL"], duration)
return &BrowserAgentRunner{
client: client,
baseURL: config["baseURL"],
customActionName: config["customActionName"],
}
}
func (b *BrowserAgentRunner) Run(ctx context.Context, sharedState *types.AgentSharedState, params types.ActionParams) (types.ActionResult, error) {
result := api.AgentRequest{}
err := params.Unmarshal(&result)
if err != nil {
return types.ActionResult{}, fmt.Errorf("failed to unmarshal params: %w", err)
}
req := api.AgentRequest{
Goal: result.Goal,
MaxAttempts: result.MaxAttempts,
MaxNoActionAttempts: result.MaxNoActionAttempts,
}
stateHistory, err := b.client.RunBrowserAgent(req)
if err != nil {
return types.ActionResult{}, fmt.Errorf("failed to run browser agent: %w", err)
}
// Format the state history into a readable string
var historyStr string
// for i, state := range stateHistory.States {
// historyStr += fmt.Sprintf("State %d:\n", i+1)
// historyStr += fmt.Sprintf(" URL: %s\n", state.CurrentURL)
// historyStr += fmt.Sprintf(" Title: %s\n", state.PageTitle)
// historyStr += fmt.Sprintf(" Description: %s\n\n", state.PageContentDescription)
// }
historyStr += fmt.Sprintf(" URL: %s\n", stateHistory.States[len(stateHistory.States)-1].CurrentURL)
historyStr += fmt.Sprintf(" Title: %s\n", stateHistory.States[len(stateHistory.States)-1].PageTitle)
historyStr += fmt.Sprintf(" Description: %s\n\n", stateHistory.States[len(stateHistory.States)-1].PageContentDescription)
return types.ActionResult{
Result: fmt.Sprintf("Browser agent completed successfully. History:\n%s", historyStr),
Metadata: map[string]interface{}{MetadataBrowserAgentHistory: stateHistory},
}, nil
}
func (b *BrowserAgentRunner) Definition() types.ActionDefinition {
actionName := "run_browser_agent"
if b.customActionName != "" {
actionName = b.customActionName
}
description := "Run a browser agent to achieve a specific goal, for example: 'Go to https://www.google.com and search for 'LocalAI', and tell me what's on the first page'"
return types.ActionDefinition{
Name: types.ActionDefinitionName(actionName),
Description: description,
Properties: map[string]jsonschema.Definition{
"goal": {
Type: jsonschema.String,
Description: "The goal for the browser agent to achieve",
},
"max_attempts": {
Type: jsonschema.Number,
Description: "Maximum number of attempts the agent can make (optional)",
},
"max_no_action_attempts": {
Type: jsonschema.Number,
Description: "Maximum number of attempts without taking an action (optional)",
},
},
Required: []string{"goal"},
}
}
func (a *BrowserAgentRunner) Plannable() bool {
return true
}
// BrowserAgentRunnerConfigMeta returns the metadata for Browser Agent Runner action configuration fields
func BrowserAgentRunnerConfigMeta() []config.Field {
return []config.Field{
{
Name: "baseURL",
Label: "Base URL",
Type: config.FieldTypeText,
Required: false,
HelpText: "Base URL of the LocalOperator API",
},
{
Name: "customActionName",
Label: "Custom Action Name",
Type: config.FieldTypeText,
HelpText: "Custom name for this action",
},
{
Name: "timeout",
Label: "Client Timeout",
Type: config.FieldTypeText,
Required: false,
HelpText: "Client timeout duration (e.g. '15m', '1h'). Defaults to '15m' if not specified.",
},
}
}
+6 -73
View File
@@ -3,56 +3,26 @@ package actions
import (
"context"
"fmt"
"slices"
"strings"
"github.com/mudler/LocalAGI/core/state"
"github.com/mudler/LocalAGI/core/types"
"github.com/mudler/LocalAGI/pkg/config"
"github.com/sashabaranov/go-openai"
"github.com/sashabaranov/go-openai/jsonschema"
)
func trimList(list []string) []string {
for i, v := range list {
list[i] = strings.TrimSpace(v)
}
return list
}
func NewCallAgent(config map[string]string, agentName string, pool *state.AgentPoolInternalAPI) *CallAgentAction {
whitelist := []string{}
blacklist := []string{}
if v, ok := config["whitelist"]; ok {
if strings.Contains(v, ",") {
whitelist = trimList(strings.Split(v, ","))
} else {
whitelist = []string{v}
}
}
if v, ok := config["blacklist"]; ok {
if strings.Contains(v, ",") {
blacklist = trimList(strings.Split(v, ","))
} else {
blacklist = []string{v}
}
}
return &CallAgentAction{
pool: pool,
myName: agentName,
whitelist: whitelist,
blacklist: blacklist,
pool: pool,
myName: agentName,
}
}
type CallAgentAction struct {
pool *state.AgentPoolInternalAPI
myName string
whitelist []string
blacklist []string
pool *state.AgentPoolInternalAPI
myName string
}
func (a *CallAgentAction) Run(ctx context.Context, sharedState *types.AgentSharedState, params types.ActionParams) (types.ActionResult, error) {
func (a *CallAgentAction) Run(ctx context.Context, params types.ActionParams) (types.ActionResult, error) {
result := struct {
AgentName string `json:"agent_name"`
Message string `json:"message"`
@@ -113,32 +83,13 @@ func (a *CallAgentAction) Run(ctx context.Context, sharedState *types.AgentShare
return types.ActionResult{Result: resp.Response, Metadata: metadata}, nil
}
func (a *CallAgentAction) isAllowedToBeCalled(agentName string) bool {
if agentName == a.myName {
return false
}
if len(a.whitelist) > 0 && len(a.blacklist) > 0 {
return slices.Contains(a.whitelist, agentName) && !slices.Contains(a.blacklist, agentName)
}
if len(a.whitelist) > 0 {
return slices.Contains(a.whitelist, agentName)
}
if len(a.blacklist) > 0 {
return !slices.Contains(a.blacklist, agentName)
}
return true
}
func (a *CallAgentAction) Definition() types.ActionDefinition {
allAgents := a.pool.AllAgents()
agents := []string{}
for _, ag := range allAgents {
if a.isAllowedToBeCalled(ag) {
if ag != a.myName {
agents = append(agents, ag)
}
}
@@ -174,21 +125,3 @@ func (a *CallAgentAction) Definition() types.ActionDefinition {
func (a *CallAgentAction) Plannable() bool {
return true
}
func CallAgentConfigMeta() []config.Field {
return []config.Field{
{
Name: "whitelist",
Label: "Whitelist",
Type: config.FieldTypeText,
Required: false,
HelpText: "Comma-separated list of agent names to call. If not specified, all agents are allowed.",
},
{
Name: "blacklist",
Label: "Blacklist",
Type: config.FieldTypeText,
HelpText: "Comma-separated list of agent names to exclude from the call. If not specified, all agents are allowed.",
},
}
}
+1 -1
View File
@@ -24,7 +24,7 @@ func NewCounter(config map[string]string) *CounterAction {
}
// Run executes the counter action
func (a *CounterAction) Run(ctx context.Context, sharedState *types.AgentSharedState, params types.ActionParams) (types.ActionResult, error) {
func (a *CounterAction) Run(ctx context.Context, params types.ActionParams) (types.ActionResult, error) {
// Parse parameters
request := struct {
Name string `json:"name"`
-148
View File
@@ -1,148 +0,0 @@
package actions
import (
"context"
"fmt"
"time"
"github.com/mudler/LocalAGI/core/types"
"github.com/mudler/LocalAGI/pkg/config"
api "github.com/mudler/LocalAGI/pkg/localoperator"
"github.com/sashabaranov/go-openai/jsonschema"
)
const (
MetadataDeepResearchResult = "deep_research_result"
)
type DeepResearchRunner struct {
baseURL, customActionName string
client *api.Client
}
func NewDeepResearchRunner(config map[string]string, defaultURL string) *DeepResearchRunner {
if config["baseURL"] == "" {
config["baseURL"] = defaultURL
}
timeout := "15m"
if config["timeout"] != "" {
timeout = config["timeout"]
}
duration, err := time.ParseDuration(timeout)
if err != nil {
// If parsing fails, use default 15 minutes
duration = 15 * time.Minute
}
client := api.NewClient(config["baseURL"], duration)
return &DeepResearchRunner{
client: client,
baseURL: config["baseURL"],
customActionName: config["customActionName"],
}
}
func (d *DeepResearchRunner) Run(ctx context.Context, sharedState *types.AgentSharedState, params types.ActionParams) (types.ActionResult, error) {
result := api.DeepResearchRequest{}
err := params.Unmarshal(&result)
if err != nil {
return types.ActionResult{}, fmt.Errorf("failed to unmarshal params: %w", err)
}
req := api.DeepResearchRequest{
Topic: result.Topic,
MaxCycles: result.MaxCycles,
MaxNoActionAttempts: result.MaxNoActionAttempts,
MaxResults: result.MaxResults,
}
researchResult, err := d.client.RunDeepResearch(req)
if err != nil {
return types.ActionResult{}, fmt.Errorf("failed to run deep research: %w", err)
}
// Format the research result into a readable string
var resultStr string
resultStr += "Deep research result\n"
resultStr += fmt.Sprintf("Topic: %s\n", researchResult.Topic)
resultStr += fmt.Sprintf("Summary: %s\n", researchResult.Summary)
resultStr += fmt.Sprintf("Research Cycles: %d\n", researchResult.ResearchCycles)
resultStr += fmt.Sprintf("Completion Time: %s\n\n", researchResult.CompletionTime)
if len(researchResult.Sources) > 0 {
resultStr += "Sources:\n"
for _, source := range researchResult.Sources {
resultStr += fmt.Sprintf("- %s (%s)\n %s\n", source.Title, source.URL, source.Description)
}
}
return types.ActionResult{
Result: fmt.Sprintf("Deep research completed successfully.\n%s", resultStr),
Metadata: map[string]interface{}{MetadataDeepResearchResult: researchResult},
}, nil
}
func (d *DeepResearchRunner) Definition() types.ActionDefinition {
actionName := "run_deep_research"
if d.customActionName != "" {
actionName = d.customActionName
}
description := "Run a deep research on a specific topic, gathering information from multiple sources and providing a comprehensive summary"
return types.ActionDefinition{
Name: types.ActionDefinitionName(actionName),
Description: description,
Properties: map[string]jsonschema.Definition{
"topic": {
Type: jsonschema.String,
Description: "The topic to research",
},
"max_cycles": {
Type: jsonschema.Number,
Description: "Maximum number of research cycles to perform (optional)",
},
"max_no_action_attempts": {
Type: jsonschema.Number,
Description: "Maximum number of attempts without taking an action (optional)",
},
"max_results": {
Type: jsonschema.Number,
Description: "Maximum number of results to collect (optional)",
},
},
Required: []string{"topic"},
}
}
func (d *DeepResearchRunner) Plannable() bool {
return true
}
// DeepResearchRunnerConfigMeta returns the metadata for Deep Research Runner action configuration fields
func DeepResearchRunnerConfigMeta() []config.Field {
return []config.Field{
{
Name: "baseURL",
Label: "Base URL",
Type: config.FieldTypeText,
Required: false,
HelpText: "Base URL of the LocalOperator API",
},
{
Name: "customActionName",
Label: "Custom Action Name",
Type: config.FieldTypeText,
HelpText: "Custom name for this action",
},
{
Name: "timeout",
Label: "Client Timeout",
Type: config.FieldTypeText,
Required: false,
HelpText: "Client timeout duration (e.g. '15m', '1h'). Defaults to '15m' if not specified.",
},
}
}
+1 -1
View File
@@ -29,7 +29,7 @@ type GenImageAction struct {
imageModel string
}
func (a *GenImageAction) Run(ctx context.Context, sharedState *types.AgentSharedState, params types.ActionParams) (types.ActionResult, error) {
func (a *GenImageAction) Run(ctx context.Context, params types.ActionParams) (types.ActionResult, error) {
result := struct {
Prompt string `json:"prompt"`
Size string `json:"size"`
+2 -2
View File
@@ -42,7 +42,7 @@ var _ = Describe("GenImageAction", func() {
"size": "256x256",
}
url, err := action.Run(ctx, nil, params)
url, err := action.Run(ctx, params)
Expect(err).ToNot(HaveOccurred())
Expect(url).ToNot(BeEmpty())
})
@@ -52,7 +52,7 @@ var _ = Describe("GenImageAction", func() {
"size": "256x256",
}
_, err := action.Run(ctx, nil, params)
_, err := action.Run(ctx, params)
Expect(err).To(HaveOccurred())
})
})
+1 -1
View File
@@ -26,7 +26,7 @@ func NewGithubIssueCloser(config map[string]string) *GithubIssuesCloser {
}
}
func (g *GithubIssuesCloser) Run(ctx context.Context, sharedState *types.AgentSharedState, params types.ActionParams) (types.ActionResult, error) {
func (g *GithubIssuesCloser) Run(ctx context.Context, params types.ActionParams) (types.ActionResult, error) {
result := struct {
Repository string `json:"repository"`
Owner string `json:"owner"`
+1 -1
View File
@@ -27,7 +27,7 @@ func NewGithubIssueCommenter(config map[string]string) *GithubIssuesCommenter {
}
}
func (g *GithubIssuesCommenter) Run(ctx context.Context, sharedState *types.AgentSharedState, params types.ActionParams) (types.ActionResult, error) {
func (g *GithubIssuesCommenter) Run(ctx context.Context, params types.ActionParams) (types.ActionResult, error) {
result := struct {
Repository string `json:"repository"`
Owner string `json:"owner"`
-151
View File
@@ -1,151 +0,0 @@
package actions
import (
"context"
"fmt"
"github.com/google/go-github/v69/github"
"github.com/mudler/LocalAGI/core/types"
"github.com/mudler/LocalAGI/pkg/config"
"github.com/sashabaranov/go-openai/jsonschema"
)
type GithubIssueEditor struct {
token, repository, owner, customActionName string
client *github.Client
}
func NewGithubIssueEditor(config map[string]string) *GithubIssueEditor {
client := github.NewClient(nil).WithAuthToken(config["token"])
return &GithubIssueEditor{
client: client,
token: config["token"],
customActionName: config["customActionName"],
repository: config["repository"],
owner: config["owner"],
}
}
func (g *GithubIssueEditor) Run(ctx context.Context, sharedState *types.AgentSharedState, params types.ActionParams) (types.ActionResult, error) {
result := struct {
Repository string `json:"repository"`
Owner string `json:"owner"`
Description string `json:"description"`
Title string `json:"title"`
IssueNumber int `json:"issue_number"`
}{}
err := params.Unmarshal(&result)
if err != nil {
return types.ActionResult{}, err
}
if g.repository != "" && g.owner != "" {
result.Repository = g.repository
result.Owner = g.owner
}
_, _, err = g.client.Issues.Edit(ctx, result.Owner, result.Repository, result.IssueNumber,
&github.IssueRequest{
Body: &result.Description,
Title: &result.Title,
})
resultString := fmt.Sprintf("Updated issue %d in repository %s/%s", result.IssueNumber, result.Owner, result.Repository)
if err != nil {
resultString = fmt.Sprintf("Error updating issue %d in repository %s/%s: %v", result.IssueNumber, result.Owner, result.Repository, err)
}
return types.ActionResult{Result: resultString}, err
}
func (g *GithubIssueEditor) Definition() types.ActionDefinition {
actionName := "edit_github_issue"
if g.customActionName != "" {
actionName = g.customActionName
}
description := "Edit the title and description of a Github issue in a repository. Use this action after reading the issue"
if g.repository != "" && g.owner != "" {
return types.ActionDefinition{
Name: types.ActionDefinitionName(actionName),
Description: description,
Properties: map[string]jsonschema.Definition{
"issue_number": {
Type: jsonschema.Number,
Description: "The number of the issue to edit.",
},
"title": {
Type: jsonschema.String,
Description: "The new title for the issue.",
},
"description": {
Type: jsonschema.String,
Description: "The new description for the issue.",
},
},
Required: []string{"issue_number", "title", "description"},
}
}
return types.ActionDefinition{
Name: types.ActionDefinitionName(actionName),
Description: description,
Properties: map[string]jsonschema.Definition{
"issue_number": {
Type: jsonschema.Number,
Description: "The number of the issue to edit.",
},
"repository": {
Type: jsonschema.String,
Description: "The repository containing the issue.",
},
"owner": {
Type: jsonschema.String,
Description: "The owner of the repository.",
},
"title": {
Type: jsonschema.String,
Description: "The new title for the issue.",
},
"description": {
Type: jsonschema.String,
Description: "The new description for the issue.",
},
},
Required: []string{"issue_number", "repository", "owner", "title", "description"},
}
}
func (a *GithubIssueEditor) Plannable() bool {
return true
}
// GithubIssueEditorConfigMeta returns the metadata for GitHub Issue Editor action configuration fields
func GithubIssueEditorConfigMeta() []config.Field {
return []config.Field{
{
Name: "token",
Label: "GitHub Token",
Type: config.FieldTypeText,
Required: true,
HelpText: "GitHub API token with repository access",
},
{
Name: "repository",
Label: "Repository",
Type: config.FieldTypeText,
Required: false,
HelpText: "GitHub repository name",
},
{
Name: "owner",
Label: "Owner",
Type: config.FieldTypeText,
Required: false,
HelpText: "GitHub repository owner",
},
{
Name: "customActionName",
Label: "Custom Action Name",
Type: config.FieldTypeText,
HelpText: "Custom name for this action",
},
}
}
+1 -1
View File
@@ -38,7 +38,7 @@ func NewGithubIssueLabeler(config map[string]string) *GithubIssuesLabeler {
}
}
func (g *GithubIssuesLabeler) Run(ctx context.Context, sharedState *types.AgentSharedState, params types.ActionParams) (types.ActionResult, error) {
func (g *GithubIssuesLabeler) Run(ctx context.Context, params types.ActionParams) (types.ActionResult, error) {
result := struct {
Repository string `json:"repository"`
Owner string `json:"owner"`
+1 -1
View File
@@ -27,7 +27,7 @@ func NewGithubIssueOpener(config map[string]string) *GithubIssuesOpener {
}
}
func (g *GithubIssuesOpener) Run(ctx context.Context, sharedState *types.AgentSharedState, params types.ActionParams) (types.ActionResult, error) {
func (g *GithubIssuesOpener) Run(ctx context.Context, params types.ActionParams) (types.ActionResult, error) {
result := struct {
Title string `json:"title"`
Body string `json:"text"`
+1 -1
View File
@@ -27,7 +27,7 @@ func NewGithubIssueReader(config map[string]string) *GithubIssuesReader {
}
}
func (g *GithubIssuesReader) Run(ctx context.Context, sharedState *types.AgentSharedState, params types.ActionParams) (types.ActionResult, error) {
func (g *GithubIssuesReader) Run(ctx context.Context, params types.ActionParams) (types.ActionResult, error) {
result := struct {
Repository string `json:"repository"`
Owner string `json:"owner"`
+1 -1
View File
@@ -28,7 +28,7 @@ func NewGithubIssueSearch(config map[string]string) *GithubIssueSearch {
}
}
func (g *GithubIssueSearch) Run(ctx context.Context, sharedState *types.AgentSharedState, params types.ActionParams) (types.ActionResult, error) {
func (g *GithubIssueSearch) Run(ctx context.Context, params types.ActionParams) (types.ActionResult, error) {
result := struct {
Query string `json:"query"`
Repository string `json:"repository"`
+93 -1
View File
@@ -3,6 +3,8 @@ package actions
import (
"context"
"fmt"
"regexp"
"strconv"
"github.com/google/go-github/v69/github"
"github.com/mudler/LocalAGI/core/types"
@@ -15,6 +17,96 @@ type GithubPRCommenter struct {
client *github.Client
}
var (
patchRegex = regexp.MustCompile(`^@@.*\d [\+\-](\d+),?(\d+)?.+?@@`)
)
type commitFileInfo struct {
FileName string
hunkInfos []*hunkInfo
sha string
}
type hunkInfo struct {
hunkStart int
hunkEnd int
}
func (hi hunkInfo) isLineInHunk(line int) bool {
return line >= hi.hunkStart && line <= hi.hunkEnd
}
func (cfi *commitFileInfo) getHunkInfo(line int) *hunkInfo {
for _, hunkInfo := range cfi.hunkInfos {
if hunkInfo.isLineInHunk(line) {
return hunkInfo
}
}
return nil
}
func (cfi *commitFileInfo) isLineInChange(line int) bool {
return cfi.getHunkInfo(line) != nil
}
func (cfi commitFileInfo) calculatePosition(line int) *int {
hi := cfi.getHunkInfo(line)
if hi == nil {
return nil
}
position := line - hi.hunkStart
return &position
}
func parseHunkPositions(patch, filename string) ([]*hunkInfo, error) {
hunkInfos := make([]*hunkInfo, 0)
if patch != "" {
groups := patchRegex.FindAllStringSubmatch(patch, -1)
if len(groups) < 1 {
return hunkInfos, fmt.Errorf("the patch details for [%s] could not be resolved", filename)
}
for _, patchGroup := range groups {
endPos := 2
if len(patchGroup) > 2 && patchGroup[2] == "" {
endPos = 1
}
hunkStart, err := strconv.Atoi(patchGroup[1])
if err != nil {
hunkStart = -1
}
hunkEnd, err := strconv.Atoi(patchGroup[endPos])
if err != nil {
hunkEnd = -1
}
hunkInfos = append(hunkInfos, &hunkInfo{
hunkStart: hunkStart,
hunkEnd: hunkEnd,
})
}
}
return hunkInfos, nil
}
func getCommitInfo(file *github.CommitFile) (*commitFileInfo, error) {
patch := file.GetPatch()
hunkInfos, err := parseHunkPositions(patch, *file.Filename)
if err != nil {
return nil, err
}
sha := file.GetSHA()
if sha == "" {
return nil, fmt.Errorf("the sha details for [%s] could not be resolved", *file.Filename)
}
return &commitFileInfo{
FileName: *file.Filename,
hunkInfos: hunkInfos,
sha: sha,
}, nil
}
func NewGithubPRCommenter(config map[string]string) *GithubPRCommenter {
client := github.NewClient(nil).WithAuthToken(config["token"])
@@ -27,7 +119,7 @@ func NewGithubPRCommenter(config map[string]string) *GithubPRCommenter {
}
}
func (g *GithubPRCommenter) Run(ctx context.Context, sharedState *types.AgentSharedState, params types.ActionParams) (types.ActionResult, error) {
func (g *GithubPRCommenter) Run(ctx context.Context, params types.ActionParams) (types.ActionResult, error) {
result := struct {
Repository string `json:"repository"`
Owner string `json:"owner"`
+4 -78
View File
@@ -3,7 +3,6 @@ package actions
import (
"context"
"fmt"
"time"
"github.com/google/go-github/v69/github"
"github.com/mudler/LocalAGI/core/types"
@@ -11,16 +10,8 @@ import (
"github.com/sashabaranov/go-openai/jsonschema"
)
const (
// forkCreationRetries is the number of times to retry checking if a fork is ready
forkCreationRetries = 30
// forkCreationRetryDelay is the duration to wait between fork creation checks
forkCreationRetryDelay = 5 * time.Second
)
type GithubPRCreator struct {
token, repository, owner, customActionName, defaultBranch string
useFork bool
client *github.Client
}
@@ -32,8 +23,6 @@ func NewGithubPRCreator(config map[string]string) *GithubPRCreator {
defaultBranch = "main" // Default to "main" if not specified
}
useFork := config["useFork"] == "true"
return &GithubPRCreator{
client: client,
token: config["token"],
@@ -41,45 +30,9 @@ func NewGithubPRCreator(config map[string]string) *GithubPRCreator {
owner: config["owner"],
customActionName: config["customActionName"],
defaultBranch: defaultBranch,
useFork: useFork,
}
}
// ensureFork ensures that a fork exists for the given repository
func (g *GithubPRCreator) ensureFork(ctx context.Context, owner, repo string) (string, error) {
// First check if we already have a fork
user, _, err := g.client.Users.Get(ctx, "")
if err != nil {
return "", fmt.Errorf("failed to get current user: %w", err)
}
forkOwner := user.GetLogin()
// Check if fork already exists
_, _, err = g.client.Repositories.Get(ctx, forkOwner, repo)
if err == nil {
// Fork already exists
return forkOwner, nil
}
// Create fork
_, _, err = g.client.Repositories.CreateFork(ctx, owner, repo, &github.RepositoryCreateForkOptions{})
if err != nil {
return "", fmt.Errorf("failed to create fork: %w", err)
}
// Wait for fork to be ready
for i := 0; i < forkCreationRetries; i++ {
_, _, err = g.client.Repositories.Get(ctx, forkOwner, repo)
if err == nil {
return forkOwner, nil
}
// Sleep for a bit before retrying
time.Sleep(forkCreationRetryDelay)
}
return "", fmt.Errorf("fork creation timed out")
}
func (g *GithubPRCreator) createOrUpdateBranch(ctx context.Context, branchName string, owner string, repository string) error {
// Get the latest commit SHA from the default branch
ref, _, err := g.client.Git.GetRef(ctx, owner, repository, "refs/heads/"+g.defaultBranch)
@@ -148,7 +101,7 @@ func (g *GithubPRCreator) createOrUpdateFile(ctx context.Context, branch string,
return nil
}
func (g *GithubPRCreator) Run(ctx context.Context, sharedState *types.AgentSharedState, params types.ActionParams) (types.ActionResult, error) {
func (g *GithubPRCreator) Run(ctx context.Context, params types.ActionParams) (types.ActionResult, error) {
result := struct {
Repository string `json:"repository"`
Owner string `json:"owner"`
@@ -175,29 +128,15 @@ func (g *GithubPRCreator) Run(ctx context.Context, sharedState *types.AgentShare
result.BaseBranch = g.defaultBranch
}
var targetOwner, targetRepo string
if g.useFork {
// Ensure we have a fork and get the fork owner
forkOwner, err := g.ensureFork(ctx, result.Owner, result.Repository)
if err != nil {
return types.ActionResult{}, fmt.Errorf("failed to ensure fork: %w", err)
}
targetOwner = forkOwner
targetRepo = result.Repository
} else {
targetOwner = result.Owner
targetRepo = result.Repository
}
// Create or update branch
err = g.createOrUpdateBranch(ctx, result.Branch, targetOwner, targetRepo)
err = g.createOrUpdateBranch(ctx, result.Branch, result.Owner, result.Repository)
if err != nil {
return types.ActionResult{}, fmt.Errorf("failed to create/update branch: %w", err)
}
// Create or update files
for _, file := range result.Files {
err = g.createOrUpdateFile(ctx, result.Branch, file.Path, file.Content, fmt.Sprintf("Update %s", file.Path), targetOwner, targetRepo)
err = g.createOrUpdateFile(ctx, result.Branch, file.Path, file.Content, fmt.Sprintf("Update %s", file.Path), result.Owner, result.Repository)
if err != nil {
return types.ActionResult{}, fmt.Errorf("failed to update file %s: %w", file.Path, err)
}
@@ -206,7 +145,7 @@ func (g *GithubPRCreator) Run(ctx context.Context, sharedState *types.AgentShare
// Check if PR already exists for this branch
prs, _, err := g.client.PullRequests.List(ctx, result.Owner, result.Repository, &github.PullRequestListOptions{
State: "open",
Head: fmt.Sprintf("%s:%s", targetOwner, result.Branch),
Head: fmt.Sprintf("%s:%s", result.Owner, result.Branch),
})
if err != nil {
return types.ActionResult{}, fmt.Errorf("failed to list pull requests: %w", err)
@@ -236,12 +175,6 @@ func (g *GithubPRCreator) Run(ctx context.Context, sharedState *types.AgentShare
Base: &result.BaseBranch,
}
// If using a fork, we need to specify the full head reference
if g.useFork {
head := fmt.Sprintf("%s:%s", targetOwner, result.Branch)
newPR.Head = &head
}
createdPR, _, err := g.client.PullRequests.Create(ctx, result.Owner, result.Repository, newPR)
if err != nil {
return types.ActionResult{}, fmt.Errorf("failed to create pull request: %w", err)
@@ -389,12 +322,5 @@ func GithubPRCreatorConfigMeta() []config.Field {
Required: false,
HelpText: "Default branch to create PRs against (defaults to main)",
},
{
Name: "useFork",
Label: "Use Fork",
Type: config.FieldTypeCheckbox,
Required: false,
HelpText: "Whether to create PRs from a fork (useful when you don't have write access to the repository). Set to 'true' to enable.",
},
}
}
+2 -2
View File
@@ -54,7 +54,7 @@ var _ = Describe("GithubPRCreator", func() {
},
}
result, err := action.Run(ctx, nil, params)
result, err := action.Run(ctx, params)
Expect(err).NotTo(HaveOccurred())
Expect(result.Result).To(ContainSubstring("pull request #"))
})
@@ -65,7 +65,7 @@ var _ = Describe("GithubPRCreator", func() {
"body": "This is a test pull request",
}
_, err := action.Run(ctx, nil, params)
_, err := action.Run(ctx, params)
Expect(err).To(HaveOccurred())
})
})
+1 -1
View File
@@ -34,7 +34,7 @@ func NewGithubPRReader(config map[string]string) *GithubPRReader {
}
}
func (g *GithubPRReader) Run(ctx context.Context, sharedState *types.AgentSharedState, params types.ActionParams) (types.ActionResult, error) {
func (g *GithubPRReader) Run(ctx context.Context, params types.ActionParams) (types.ActionResult, error) {
result := struct {
Repository string `json:"repository"`
Owner string `json:"owner"`
+1 -1
View File
@@ -30,7 +30,7 @@ func NewGithubPRReviewer(config map[string]string) *GithubPRReviewer {
}
}
func (g *GithubPRReviewer) Run(ctx context.Context, sharedState *types.AgentSharedState, params types.ActionParams) (types.ActionResult, error) {
func (g *GithubPRReviewer) Run(ctx context.Context, params types.ActionParams) (types.ActionResult, error) {
result := struct {
Repository string `json:"repository"`
Owner string `json:"owner"`
+3 -3
View File
@@ -58,7 +58,7 @@ var _ = Describe("GithubPRReviewer", func() {
},
}
result, err := reviewer.Run(ctx, nil, params)
result, err := reviewer.Run(ctx, params)
Expect(err).NotTo(HaveOccurred())
Expect(result.Result).To(ContainSubstring("reviewed successfully"))
})
@@ -70,7 +70,7 @@ var _ = Describe("GithubPRReviewer", func() {
"review_action": "COMMENT",
}
result, err := reviewer.Run(ctx, nil, params)
result, err := reviewer.Run(ctx, params)
Expect(err).To(HaveOccurred())
Expect(result.Result).To(ContainSubstring("not found"))
})
@@ -85,7 +85,7 @@ var _ = Describe("GithubPRReviewer", func() {
"review_action": "INVALID_ACTION",
}
_, err := reviewer.Run(ctx, nil, params)
_, err := reviewer.Run(ctx, params)
Expect(err).To(HaveOccurred())
})
})
@@ -30,7 +30,7 @@ func NewGithubRepositoryCreateOrUpdateContent(config map[string]string) *GithubR
}
}
func (g *GithubRepositoryCreateOrUpdateContent) Run(ctx context.Context, sharedState *types.AgentSharedState, params types.ActionParams) (types.ActionResult, error) {
func (g *GithubRepositoryCreateOrUpdateContent) Run(ctx context.Context, params types.ActionParams) (types.ActionResult, error) {
result := struct {
Path string `json:"path"`
Repository string `json:"repository"`
@@ -3,13 +3,11 @@ package actions
import (
"context"
"fmt"
"path/filepath"
"strings"
"github.com/google/go-github/v69/github"
"github.com/mudler/LocalAGI/core/types"
"github.com/mudler/LocalAGI/pkg/config"
"github.com/mudler/LocalAGI/pkg/xlog"
"github.com/sashabaranov/go-openai/jsonschema"
)
@@ -30,30 +28,6 @@ func NewGithubRepositoryGetAllContent(config map[string]string) *GithubRepositor
}
}
// isTextFile checks if a file is likely to be a text file based on its extension
func isTextFile(path string) bool {
// List of common text/code file extensions
textExtensions := map[string]bool{
".txt": true, ".md": true, ".go": true, ".py": true, ".js": true,
".ts": true, ".jsx": true, ".tsx": true, ".html": true, ".css": true,
".json": true, ".yaml": true, ".yml": true, ".xml": true, ".sql": true,
".sh": true, ".bash": true, ".zsh": true, ".rb": true, ".php": true,
".java": true, ".c": true, ".cpp": true, ".h": true, ".hpp": true,
".rs": true, ".swift": true, ".kt": true, ".scala": true, ".lua": true,
".pl": true, ".r": true, ".m": true, ".mm": true, ".f": true,
".f90": true, ".f95": true, ".f03": true, ".f08": true, ".f15": true,
".hs": true, ".lhs": true, ".erl": true, ".hrl": true, ".ex": true,
".exs": true, ".eex": true, ".leex": true, ".heex": true, ".config": true,
".toml": true, ".ini": true, ".conf": true, ".env": true, ".gitignore": true,
".dockerignore": true, ".editorconfig": true, ".prettierrc": true, ".eslintrc": true,
".babelrc": true, ".npmrc": true, ".yarnrc": true, ".lock": true,
}
// Get the file extension
ext := strings.ToLower(filepath.Ext(path))
return textExtensions[ext]
}
func (g *GithubRepositoryGetAllContent) getContentRecursively(ctx context.Context, path string, owner string, repository string) (string, error) {
var result strings.Builder
@@ -73,13 +47,6 @@ func (g *GithubRepositoryGetAllContent) getContentRecursively(ctx context.Contex
}
result.WriteString(subContent)
} else if item.GetType() == "file" {
// Skip binary/image files
if !isTextFile(item.GetPath()) {
xlog.Warn("Skipping non-text file: ", "file", item.GetPath())
result.WriteString(fmt.Sprintf("Skipping non-text file: %s\n", item.GetPath()))
continue
}
// Get file content
fileContent, _, _, err := g.client.Repositories.GetContents(ctx, owner, repository, item.GetPath(), nil)
if err != nil {
@@ -101,7 +68,7 @@ func (g *GithubRepositoryGetAllContent) getContentRecursively(ctx context.Contex
return result.String(), nil
}
func (g *GithubRepositoryGetAllContent) Run(ctx context.Context, sharedState *types.AgentSharedState, params types.ActionParams) (types.ActionResult, error) {
func (g *GithubRepositoryGetAllContent) Run(ctx context.Context, params types.ActionParams) (types.ActionResult, error) {
result := struct {
Repository string `json:"repository"`
Owner string `json:"owner"`
@@ -45,7 +45,7 @@ var _ = Describe("GithubRepositoryGetAllContent", func() {
"path": ".",
}
result, err := action.Run(ctx, nil, params)
result, err := action.Run(ctx, params)
Expect(err).NotTo(HaveOccurred())
Expect(result.Result).NotTo(BeEmpty())
@@ -64,7 +64,7 @@ var _ = Describe("GithubRepositoryGetAllContent", func() {
"path": "non-existent-path",
}
_, err := action.Run(ctx, nil, params)
_, err := action.Run(ctx, params)
Expect(err).To(HaveOccurred())
})
})
@@ -27,7 +27,7 @@ func NewGithubRepositoryGetContent(config map[string]string) *GithubRepositoryGe
}
}
func (g *GithubRepositoryGetContent) Run(ctx context.Context, sharedState *types.AgentSharedState, params types.ActionParams) (types.ActionResult, error) {
func (g *GithubRepositoryGetContent) Run(ctx context.Context, params types.ActionParams) (types.ActionResult, error) {
result := struct {
Path string `json:"path"`
Repository string `json:"repository"`
@@ -1,163 +0,0 @@
package actions
import (
"context"
"fmt"
"strings"
"github.com/google/go-github/v69/github"
"github.com/mudler/LocalAGI/core/types"
"github.com/mudler/LocalAGI/pkg/config"
"github.com/sashabaranov/go-openai/jsonschema"
)
type GithubRepositoryListFiles struct {
token, repository, owner, customActionName string
client *github.Client
}
func NewGithubRepositoryListFiles(config map[string]string) *GithubRepositoryListFiles {
client := github.NewClient(nil).WithAuthToken(config["token"])
return &GithubRepositoryListFiles{
client: client,
token: config["token"],
repository: config["repository"],
owner: config["owner"],
customActionName: config["customActionName"],
}
}
func (g *GithubRepositoryListFiles) listFilesRecursively(ctx context.Context, path string, owner string, repository string) ([]string, error) {
var files []string
// Get content at the current path
_, directoryContent, _, err := g.client.Repositories.GetContents(ctx, owner, repository, path, nil)
if err != nil {
return nil, fmt.Errorf("error getting content at path %s: %w", path, err)
}
// Process each item in the directory
for _, item := range directoryContent {
if item.GetType() == "dir" {
// Recursively list files in subdirectories
subFiles, err := g.listFilesRecursively(ctx, item.GetPath(), owner, repository)
if err != nil {
return nil, err
}
files = append(files, subFiles...)
} else if item.GetType() == "file" {
// Add file path to the list
files = append(files, item.GetPath())
}
}
return files, nil
}
func (g *GithubRepositoryListFiles) Run(ctx context.Context, sharedState *types.AgentSharedState, params types.ActionParams) (types.ActionResult, error) {
result := struct {
Repository string `json:"repository"`
Owner string `json:"owner"`
Path string `json:"path,omitempty"`
}{}
err := params.Unmarshal(&result)
if err != nil {
return types.ActionResult{}, fmt.Errorf("failed to unmarshal params: %w", err)
}
if g.repository != "" && g.owner != "" {
result.Repository = g.repository
result.Owner = g.owner
}
// Start from root if no path specified
if result.Path == "" {
result.Path = "."
}
files, err := g.listFilesRecursively(ctx, result.Path, result.Owner, result.Repository)
if err != nil {
return types.ActionResult{}, err
}
// Join all file paths with newlines for better readability
content := strings.Join(files, "\n")
return types.ActionResult{Result: content}, nil
}
func (g *GithubRepositoryListFiles) Definition() types.ActionDefinition {
actionName := "list_github_repository_files"
if g.customActionName != "" {
actionName = g.customActionName
}
description := "List all files in a GitHub repository"
if g.repository != "" && g.owner != "" {
return types.ActionDefinition{
Name: types.ActionDefinitionName(actionName),
Description: description,
Properties: map[string]jsonschema.Definition{
"path": {
Type: jsonschema.String,
Description: "Optional path to start listing from (defaults to repository root)",
},
},
}
}
return types.ActionDefinition{
Name: types.ActionDefinitionName(actionName),
Description: description,
Properties: map[string]jsonschema.Definition{
"path": {
Type: jsonschema.String,
Description: "Optional path to start listing from (defaults to repository root)",
},
"repository": {
Type: jsonschema.String,
Description: "The repository to list files from",
},
"owner": {
Type: jsonschema.String,
Description: "The owner of the repository",
},
},
Required: []string{"repository", "owner"},
}
}
func (a *GithubRepositoryListFiles) Plannable() bool {
return true
}
// GithubRepositoryListFilesConfigMeta returns the metadata for GitHub Repository List Files action configuration fields
func GithubRepositoryListFilesConfigMeta() []config.Field {
return []config.Field{
{
Name: "token",
Label: "GitHub Token",
Type: config.FieldTypeText,
Required: true,
HelpText: "GitHub API token with repository access",
},
{
Name: "repository",
Label: "Repository",
Type: config.FieldTypeText,
Required: false,
HelpText: "GitHub repository name",
},
{
Name: "owner",
Label: "Owner",
Type: config.FieldTypeText,
Required: false,
HelpText: "GitHub repository owner",
},
{
Name: "customActionName",
Label: "Custom Action Name",
Type: config.FieldTypeText,
HelpText: "Custom name for this action",
},
}
}
+1 -1
View File
@@ -25,7 +25,7 @@ func NewGithubRepositoryREADME(config map[string]string) *GithubRepositoryREADME
}
}
func (g *GithubRepositoryREADME) Run(ctx context.Context, sharedState *types.AgentSharedState, params types.ActionParams) (types.ActionResult, error) {
func (g *GithubRepositoryREADME) Run(ctx context.Context, params types.ActionParams) (types.ActionResult, error) {
result := struct {
Repository string `json:"repository"`
Owner string `json:"owner"`
@@ -1,187 +0,0 @@
package actions
import (
"context"
"fmt"
"strings"
"github.com/google/go-github/v69/github"
"github.com/mudler/LocalAGI/core/types"
"github.com/mudler/LocalAGI/pkg/config"
"github.com/sashabaranov/go-openai/jsonschema"
)
type GithubRepositorySearchFiles struct {
token, repository, owner, customActionName string
client *github.Client
}
func NewGithubRepositorySearchFiles(config map[string]string) *GithubRepositorySearchFiles {
client := github.NewClient(nil).WithAuthToken(config["token"])
return &GithubRepositorySearchFiles{
client: client,
token: config["token"],
repository: config["repository"],
owner: config["owner"],
customActionName: config["customActionName"],
}
}
func (g *GithubRepositorySearchFiles) searchFilesRecursively(ctx context.Context, path string, owner string, repository string, searchPattern string) (string, error) {
var result strings.Builder
// Get content at the current path
_, directoryContent, _, err := g.client.Repositories.GetContents(ctx, owner, repository, path, nil)
if err != nil {
return "", fmt.Errorf("error getting content at path %s: %w", path, err)
}
// Process each item in the directory
for _, item := range directoryContent {
if item.GetType() == "dir" {
// Recursively search in subdirectories
subContent, err := g.searchFilesRecursively(ctx, item.GetPath(), owner, repository, searchPattern)
if err != nil {
return "", err
}
result.WriteString(subContent)
} else if item.GetType() == "file" {
// Check if file name matches the search pattern
if strings.Contains(strings.ToLower(item.GetName()), strings.ToLower(searchPattern)) {
// Get file content
fileContent, _, _, err := g.client.Repositories.GetContents(ctx, owner, repository, item.GetPath(), nil)
if err != nil {
return "", fmt.Errorf("error getting file content for %s: %w", item.GetPath(), err)
}
content, err := fileContent.GetContent()
if err != nil {
return "", fmt.Errorf("error decoding content for %s: %w", item.GetPath(), err)
}
// Add file content to result with clear markers
result.WriteString(fmt.Sprintf("\n--- START FILE: %s ---\n", item.GetPath()))
result.WriteString(content)
result.WriteString(fmt.Sprintf("\n--- END FILE: %s ---\n", item.GetPath()))
}
}
}
return result.String(), nil
}
func (g *GithubRepositorySearchFiles) Run(ctx context.Context, sharedState *types.AgentSharedState, params types.ActionParams) (types.ActionResult, error) {
result := struct {
Repository string `json:"repository"`
Owner string `json:"owner"`
Path string `json:"path,omitempty"`
SearchPattern string `json:"searchPattern"`
}{}
err := params.Unmarshal(&result)
if err != nil {
return types.ActionResult{}, fmt.Errorf("failed to unmarshal params: %w", err)
}
if g.repository != "" && g.owner != "" {
result.Repository = g.repository
result.Owner = g.owner
}
// Start from root if no path specified
if result.Path == "" {
result.Path = "."
}
content, err := g.searchFilesRecursively(ctx, result.Path, result.Owner, result.Repository, result.SearchPattern)
if err != nil {
return types.ActionResult{}, err
}
return types.ActionResult{Result: content}, nil
}
func (g *GithubRepositorySearchFiles) Definition() types.ActionDefinition {
actionName := "search_github_repository_files"
if g.customActionName != "" {
actionName = g.customActionName
}
description := "Search for files in a GitHub repository and return their content"
if g.repository != "" && g.owner != "" {
return types.ActionDefinition{
Name: types.ActionDefinitionName(actionName),
Description: description,
Properties: map[string]jsonschema.Definition{
"path": {
Type: jsonschema.String,
Description: "Optional path to start searching from (defaults to repository root)",
},
"searchPattern": {
Type: jsonschema.String,
Description: "Pattern to search for in file names (case-insensitive)",
},
},
Required: []string{"searchPattern"},
}
}
return types.ActionDefinition{
Name: types.ActionDefinitionName(actionName),
Description: description,
Properties: map[string]jsonschema.Definition{
"path": {
Type: jsonschema.String,
Description: "Optional path to start searching from (defaults to repository root)",
},
"repository": {
Type: jsonschema.String,
Description: "The repository to search in",
},
"owner": {
Type: jsonschema.String,
Description: "The owner of the repository",
},
"searchPattern": {
Type: jsonschema.String,
Description: "Pattern to search for in file names (case-insensitive)",
},
},
Required: []string{"repository", "owner", "searchPattern"},
}
}
func (a *GithubRepositorySearchFiles) Plannable() bool {
return true
}
// GithubRepositorySearchFilesConfigMeta returns the metadata for GitHub Repository Search Files action configuration fields
func GithubRepositorySearchFilesConfigMeta() []config.Field {
return []config.Field{
{
Name: "token",
Label: "GitHub Token",
Type: config.FieldTypeText,
Required: true,
HelpText: "GitHub API token with repository access",
},
{
Name: "repository",
Label: "Repository",
Type: config.FieldTypeText,
Required: false,
HelpText: "GitHub repository name",
},
{
Name: "owner",
Label: "Owner",
Type: config.FieldTypeText,
Required: false,
HelpText: "GitHub repository owner",
},
{
Name: "customActionName",
Label: "Custom Action Name",
Type: config.FieldTypeText,
HelpText: "Custom name for this action",
},
}
}
-284
View File
@@ -1,284 +0,0 @@
package actions
import (
"context"
"encoding/json"
"fmt"
"os"
"strconv"
"io"
"github.com/mudler/LocalAGI/core/types"
"github.com/mudler/LocalAGI/pkg/config"
"github.com/sashabaranov/go-openai/jsonschema"
)
// Remove global const and mutex, and add them as fields to a struct
type MemoryActions struct {
filePath string
customName string
customDescription string
}
type AddToMemoryAction struct{ *MemoryActions }
type ListMemoryAction struct{ *MemoryActions }
type RemoveFromMemoryAction struct{ *MemoryActions }
// NewMemoryActions returns the three actions, using the provided filePath and config
func NewMemoryActions(filePath string, config map[string]string) (*AddToMemoryAction, *ListMemoryAction, *RemoveFromMemoryAction) {
ma := &MemoryActions{filePath: filePath}
if config != nil {
ma.customName = config["custom_name"]
ma.customDescription = config["custom_description"]
}
return &AddToMemoryAction{ma}, &ListMemoryAction{ma}, &RemoveFromMemoryAction{ma}
}
type addToMemoryParams struct {
Item string `json:"item"`
}
type removeFromMemoryParams struct {
Index *int `json:"index,omitempty"`
Value string `json:"value,omitempty"`
}
func (m *MemoryActions) readMemory() ([]string, error) {
f, err := os.Open(m.filePath)
if err != nil {
if os.IsNotExist(err) {
return []string{}, nil
}
return nil, err
}
defer f.Close()
var items []string
if err := json.NewDecoder(f).Decode(&items); err != nil {
if err == io.EOF {
return []string{}, nil
}
return nil, err
}
return items, nil
}
func (m *MemoryActions) writeMemory(items []string) error {
f, err := os.Create(m.filePath)
if err != nil {
return err
}
defer f.Close()
return json.NewEncoder(f).Encode(items)
}
func (a *AddToMemoryAction) Run(ctx context.Context, sharedState *types.AgentSharedState, params types.ActionParams) (types.ActionResult, error) {
var req addToMemoryParams
if err := params.Unmarshal(&req); err != nil {
return types.ActionResult{}, fmt.Errorf("invalid parameters: %w", err)
}
if req.Item == "" {
return types.ActionResult{}, fmt.Errorf("item cannot be empty")
}
items, err := a.readMemory()
if err != nil {
return types.ActionResult{}, err
}
items = append(items, req.Item)
if err := a.writeMemory(items); err != nil {
return types.ActionResult{}, err
}
return types.ActionResult{
Result: fmt.Sprintf("Added item to memory: %s", req.Item),
Metadata: map[string]any{"item": req.Item, "count": len(items)},
}, nil
}
func (a *ListMemoryAction) Run(ctx context.Context, sharedState *types.AgentSharedState, params types.ActionParams) (types.ActionResult, error) {
items, err := a.readMemory()
if err != nil {
return types.ActionResult{}, err
}
outputResult := "Number of items in memory: " + strconv.Itoa(len(items)) + "\n"
for i, item := range items {
outputResult += fmt.Sprintf("%d) %s\n", i, item)
}
return types.ActionResult{
Result: outputResult,
Metadata: map[string]any{"items": items},
}, nil
}
func (a *RemoveFromMemoryAction) Run(ctx context.Context, sharedState *types.AgentSharedState, params types.ActionParams) (types.ActionResult, error) {
var req removeFromMemoryParams
if err := params.Unmarshal(&req); err != nil {
return types.ActionResult{}, fmt.Errorf("invalid parameters: %w", err)
}
items, err := a.readMemory()
if err != nil {
return types.ActionResult{}, err
}
var removed string
if req.Index != nil {
idx := *req.Index
if idx < 0 || idx >= len(items) {
return types.ActionResult{}, fmt.Errorf("index out of range")
}
removed = items[idx]
items = append(items[:idx], items[idx+1:]...)
} else if req.Value != "" {
found := false
for i, v := range items {
if v == req.Value {
removed = v
items = append(items[:i], items[i+1:]...)
found = true
break
}
}
if !found {
return types.ActionResult{}, fmt.Errorf("value not found in memory")
}
} else {
return types.ActionResult{}, fmt.Errorf("must provide index or value to remove")
}
if err := a.writeMemory(items); err != nil {
return types.ActionResult{}, err
}
return types.ActionResult{
Result: fmt.Sprintf("Removed item from memory: %s", removed),
Metadata: map[string]any{"removed": removed, "count": len(items)},
}, nil
}
func (a *AddToMemoryAction) Definition() types.ActionDefinition {
name := "add_to_memory"
description := "Add a string item to memory (stored in a JSON file)."
if a.customName != "" {
name = a.customName
}
if a.customDescription != "" {
description = a.customDescription
}
return types.ActionDefinition{
Name: types.ActionDefinitionName(name),
Description: description,
Properties: map[string]jsonschema.Definition{
"item": {
Type: jsonschema.String,
Description: "The string item to add to memory.",
},
},
Required: []string{"item"},
}
}
func (a *ListMemoryAction) Definition() types.ActionDefinition {
name := "list_memory"
description := "List all items currently stored in memory."
if a.customName != "" {
name = a.customName
}
if a.customDescription != "" {
description = a.customDescription
}
return types.ActionDefinition{
Name: types.ActionDefinitionName(name),
Description: description,
Properties: map[string]jsonschema.Definition{},
Required: []string{},
}
}
func (a *RemoveFromMemoryAction) Definition() types.ActionDefinition {
name := "remove_from_memory"
description := "Remove an item from memory by index or value."
if a.customName != "" {
name = a.customName
}
if a.customDescription != "" {
description = a.customDescription
}
return types.ActionDefinition{
Name: types.ActionDefinitionName(name),
Description: description,
Properties: map[string]jsonschema.Definition{
"index": {
Type: jsonschema.Integer,
Description: "The index of the item to remove (optional, 0-based)",
},
"value": {
Type: jsonschema.String,
Description: "The value of the item to remove (optional)",
},
},
Required: []string{},
}
}
func (a *AddToMemoryAction) Plannable() bool { return true }
func (a *ListMemoryAction) Plannable() bool { return true }
func (a *RemoveFromMemoryAction) Plannable() bool { return true }
// AddToMemoryConfigMeta returns the metadata for AddToMemory action configuration fields
func AddToMemoryConfigMeta() []config.Field {
return []config.Field{
{
Name: "custom_name",
Label: "Custom Name",
Type: config.FieldTypeText,
Required: false,
HelpText: "Custom name for the action (optional, defaults to 'add_to_memory')",
},
{
Name: "custom_description",
Label: "Custom Description",
Type: config.FieldTypeText,
Required: false,
HelpText: "Custom description for the action (optional, defaults to 'Add a string item to memory (stored in a JSON file).')",
},
}
}
// ListMemoryConfigMeta returns the metadata for ListMemory action configuration fields
func ListMemoryConfigMeta() []config.Field {
return []config.Field{
{
Name: "custom_name",
Label: "Custom Name",
Type: config.FieldTypeText,
Required: false,
HelpText: "Custom name for the action (optional, defaults to 'list_memory')",
},
{
Name: "custom_description",
Label: "Custom Description",
Type: config.FieldTypeText,
Required: false,
HelpText: "Custom description for the action (optional, defaults to 'List all items currently stored in memory.')",
},
}
}
// RemoveFromMemoryConfigMeta returns the metadata for RemoveFromMemory action configuration fields
func RemoveFromMemoryConfigMeta() []config.Field {
return []config.Field{
{
Name: "custom_name",
Label: "Custom Name",
Type: config.FieldTypeText,
Required: false,
HelpText: "Custom name for the action (optional, defaults to 'remove_from_memory')",
},
{
Name: "custom_description",
Label: "Custom Description",
Type: config.FieldTypeText,
Required: false,
HelpText: "Custom description for the action (optional, defaults to 'Remove an item from memory by index or value.')",
},
}
}
-83
View File
@@ -1,83 +0,0 @@
package actions_test
import (
"context"
"os"
"github.com/mudler/LocalAGI/core/types"
"github.com/mudler/LocalAGI/services/actions"
. "github.com/onsi/ginkgo/v2"
. "github.com/onsi/gomega"
)
var _ = Describe("MemoryActions", func() {
var (
tmpFile string
aAdd *actions.AddToMemoryAction
aList *actions.ListMemoryAction
aRemove *actions.RemoveFromMemoryAction
)
BeforeEach(func() {
f, err := os.CreateTemp("", "memory_test_*.json")
Expect(err).ToNot(HaveOccurred())
tmpFile = f.Name()
f.Close()
aAdd, aList, aRemove = actions.NewMemoryActions(tmpFile, map[string]string{})
})
AfterEach(func() {
os.Remove(tmpFile)
})
It("adds and lists items", func() {
_, err := aAdd.Run(context.TODO(), nil, types.ActionParams{"item": "foo"})
Expect(err).ToNot(HaveOccurred())
_, err = aAdd.Run(context.TODO(), nil, types.ActionParams{"item": "bar"})
Expect(err).ToNot(HaveOccurred())
res, err := aList.Run(context.TODO(), nil, types.ActionParams{})
Expect(err).ToNot(HaveOccurred())
Expect(res.Metadata["items"]).To(ContainElements("foo", "bar"))
})
It("removes by index", func() {
_, _ = aAdd.Run(context.TODO(), nil, types.ActionParams{"item": "foo"})
_, _ = aAdd.Run(context.TODO(), nil, types.ActionParams{"item": "bar"})
_, err := aRemove.Run(context.TODO(), nil, types.ActionParams{"index": 0})
Expect(err).ToNot(HaveOccurred())
res, _ := aList.Run(context.TODO(), nil, types.ActionParams{})
Expect(res.Metadata["items"]).To(ConsistOf("bar"))
})
It("removes by value", func() {
_, _ = aAdd.Run(context.TODO(), nil, types.ActionParams{"item": "foo"})
_, _ = aAdd.Run(context.TODO(), nil, types.ActionParams{"item": "bar"})
_, err := aRemove.Run(context.TODO(), nil, types.ActionParams{"value": "bar"})
Expect(err).ToNot(HaveOccurred())
res, _ := aList.Run(context.TODO(), nil, types.ActionParams{})
Expect(res.Metadata["items"]).To(ConsistOf("foo"))
})
It("returns error for out of range index", func() {
_, _ = aAdd.Run(context.TODO(), nil, types.ActionParams{"item": "foo"})
_, err := aRemove.Run(context.TODO(), nil, types.ActionParams{"index": 2})
Expect(err).To(HaveOccurred())
})
It("returns error for value not found", func() {
_, _ = aAdd.Run(context.TODO(), nil, types.ActionParams{"item": "foo"})
_, err := aRemove.Run(context.TODO(), nil, types.ActionParams{"value": "bar"})
Expect(err).To(HaveOccurred())
})
It("returns error for empty item", func() {
_, err := aAdd.Run(context.TODO(), nil, types.ActionParams{"item": ""})
Expect(err).To(HaveOccurred())
})
It("returns error if neither index nor value provided", func() {
_, _ = aAdd.Run(context.TODO(), nil, types.ActionParams{"item": "foo"})
_, err := aRemove.Run(context.TODO(), nil, types.ActionParams{})
Expect(err).To(HaveOccurred())
})
})
-199
View File
@@ -1,199 +0,0 @@
package actions
import (
"context"
"crypto/tls"
"fmt"
"net/http"
"github.com/mudler/LocalAGI/core/types"
"github.com/mudler/LocalAGI/pkg/config"
"github.com/sashabaranov/go-openai/jsonschema"
)
func NewPiKVMAction(config map[string]string) *PiKVMAction {
return &PiKVMAction{
hostname: config["hostname"],
username: config["username"],
password: config["password"],
customName: config["custom_name"],
customDescription: config["custom_description"],
insecure: config["insecure"] == "true",
}
}
type PiKVMAction struct {
hostname string
username string
password string
customName string
customDescription string
insecure bool
}
type pikvmPowerParams struct {
Action string `json:"action"`
}
func (a *PiKVMAction) Run(ctx context.Context, sharedState *types.AgentSharedState, params types.ActionParams) (types.ActionResult, error) {
var req pikvmPowerParams
if err := params.Unmarshal(&req); err != nil {
return types.ActionResult{}, fmt.Errorf("invalid parameters: %w", err)
}
// Validate action parameter
validActions := map[string]bool{
"on": true,
"off": true,
"off_hard": true,
"reset_hard": true,
}
if !validActions[req.Action] {
return types.ActionResult{}, fmt.Errorf("invalid action: %s. Valid actions are: on, off, off_hard, reset_hard", req.Action)
}
// Check if required config is provided
if a.hostname == "" {
return types.ActionResult{}, fmt.Errorf("hostname is required in action configuration")
}
if a.username == "" {
return types.ActionResult{}, fmt.Errorf("username is required in action configuration")
}
if a.password == "" {
return types.ActionResult{}, fmt.Errorf("password is required in action configuration")
}
// Build the API URL
apiURL := fmt.Sprintf("https://%s/api/atx/power", a.hostname)
insecure := false
if a.insecure {
insecure = true
}
// Create HTTP client with basic auth
tr := &http.Transport{
TLSClientConfig: &tls.Config{InsecureSkipVerify: insecure},
}
client := &http.Client{Transport: tr}
reqHTTP, err := http.NewRequestWithContext(ctx, "POST", apiURL, nil)
if err != nil {
return types.ActionResult{}, fmt.Errorf("failed to create HTTP request: %w", err)
}
// Set basic authentication
reqHTTP.SetBasicAuth(a.username, a.password)
// Add query parameters
q := reqHTTP.URL.Query()
q.Add("action", req.Action)
reqHTTP.URL.RawQuery = q.Encode()
// Make the request
resp, err := client.Do(reqHTTP)
if err != nil {
return types.ActionResult{}, fmt.Errorf("failed to make HTTP request to PiKVM: %w", err)
}
defer resp.Body.Close()
// Check response status
if resp.StatusCode != http.StatusOK {
return types.ActionResult{}, fmt.Errorf("PiKVM API returned status %d: %s", resp.StatusCode, resp.Status)
}
// Determine action description for user-friendly response
actionDesc := map[string]string{
"on": "power on",
"off": "power off",
"off_hard": "hard power off",
"reset_hard": "hard reset",
}
result := fmt.Sprintf("Successfully sent %s command to PiKVM at %s", actionDesc[req.Action], a.hostname)
return types.ActionResult{
Result: result,
Metadata: map[string]any{
"action": req.Action,
"hostname": a.hostname,
"status": "success",
},
}, nil
}
func (a *PiKVMAction) Definition() types.ActionDefinition {
name := "pikvm_power_control"
description := "Control power state of a PiKVM device using ATX power management."
if a.customName != "" {
name = a.customName
}
if a.customDescription != "" {
description = a.customDescription
}
return types.ActionDefinition{
Name: types.ActionDefinitionName(name),
Description: description,
Properties: map[string]jsonschema.Definition{
"action": {
Type: jsonschema.String,
Description: "The power action to perform on the PiKVM device.",
Enum: []string{"on", "off", "off_hard", "reset_hard"},
},
},
Required: []string{"action"},
}
}
func (a *PiKVMAction) Plannable() bool {
return true
}
// PiKVMConfigMeta returns the metadata for PiKVM action configuration fields
func PiKVMConfigMeta() []config.Field {
return []config.Field{
{
Name: "hostname",
Label: "PiKVM Hostname",
Type: config.FieldTypeText,
Required: true,
HelpText: "The hostname or IP address of the PiKVM device (e.g., pikvm.local or 192.168.1.100)",
},
{
Name: "username",
Label: "Username",
Type: config.FieldTypeText,
Required: true,
HelpText: "Username for PiKVM authentication (usually 'admin')",
},
{
Name: "password",
Label: "Password",
Type: config.FieldTypeText,
Required: true,
HelpText: "Password for PiKVM authentication",
},
{
Name: "custom_name",
Label: "Custom Action Name",
Type: config.FieldTypeText,
Required: false,
HelpText: "Custom name for this action (optional, defaults to 'pikvm_power_control')",
},
{
Name: "custom_description",
Label: "Custom Description",
Type: config.FieldTypeText,
Required: false,
HelpText: "Custom description for this action (optional)",
},
{
Name: "insecure",
Label: "Insecure",
Type: config.FieldTypeCheckbox,
Required: false,
HelpText: "Skip certificate verification (optional)",
},
}
}
+1 -1
View File
@@ -16,7 +16,7 @@ func NewScraper(config map[string]string) *ScraperAction {
type ScraperAction struct{}
func (a *ScraperAction) Run(ctx context.Context, sharedState *types.AgentSharedState, params types.ActionParams) (types.ActionResult, error) {
func (a *ScraperAction) Run(ctx context.Context, params types.ActionParams) (types.ActionResult, error) {
result := struct {
URL string `json:"url"`
}{}
+1 -1
View File
@@ -35,7 +35,7 @@ func NewSearch(config map[string]string) *SearchAction {
type SearchAction struct{ results int }
func (a *SearchAction) Run(ctx context.Context, sharedState *types.AgentSharedState, params types.ActionParams) (types.ActionResult, error) {
func (a *SearchAction) Run(ctx context.Context, params types.ActionParams) (types.ActionResult, error) {
result := struct {
Query string `json:"query"`
}{}
+1 -1
View File
@@ -28,7 +28,7 @@ type SendMailAction struct {
smtpPort string
}
func (a *SendMailAction) Run(ctx context.Context, sharedState *types.AgentSharedState, params types.ActionParams) (types.ActionResult, error) {
func (a *SendMailAction) Run(ctx context.Context, params types.ActionParams) (types.ActionResult, error) {
result := struct {
Message string `json:"message"`
To string `json:"to"`
-195
View File
@@ -1,195 +0,0 @@
package actions
import (
"context"
"fmt"
"strconv"
"github.com/go-telegram/bot"
"github.com/go-telegram/bot/models"
"github.com/mudler/LocalAGI/core/types"
"github.com/mudler/LocalAGI/pkg/config"
"github.com/mudler/LocalAGI/pkg/xstrings"
"github.com/sashabaranov/go-openai"
"github.com/sashabaranov/go-openai/jsonschema"
)
const (
MetadataTelegramMessageSent = "telegram_message_sent"
telegramMaxMessageLength = 3000
)
type SendTelegramMessageRunner struct {
token string
chatID int64
bot *bot.Bot
customName string
customDescription string
}
func NewSendTelegramMessageRunner(config map[string]string) *SendTelegramMessageRunner {
token := config["token"]
if token == "" {
return nil
}
// Parse chat ID from config if present
var chatID int64
if configChatID := config["chat_id"]; configChatID != "" {
var err error
chatID, err = strconv.ParseInt(configChatID, 10, 64)
if err != nil {
return nil
}
}
b, err := bot.New(token)
if err != nil {
return nil
}
return &SendTelegramMessageRunner{
token: token,
chatID: chatID,
bot: b,
customName: config["custom_name"],
customDescription: config["custom_description"],
}
}
type TelegramMessageParams struct {
ChatID int64 `json:"chat_id"`
Message string `json:"message"`
}
func (s *SendTelegramMessageRunner) Run(ctx context.Context, sharedState *types.AgentSharedState, params types.ActionParams) (types.ActionResult, error) {
var messageParams TelegramMessageParams
err := params.Unmarshal(&messageParams)
if err != nil {
return types.ActionResult{}, fmt.Errorf("failed to unmarshal params: %w", err)
}
if s.chatID != 0 {
messageParams.ChatID = s.chatID
}
if messageParams.ChatID == 0 {
return types.ActionResult{}, fmt.Errorf("chat_id is required either in config or parameters")
}
if messageParams.Message == "" {
return types.ActionResult{}, fmt.Errorf("message is required")
}
// Split the message if it's too long
messages := xstrings.SplitParagraph(messageParams.Message, telegramMaxMessageLength)
if len(messages) == 0 {
return types.ActionResult{}, fmt.Errorf("empty message after splitting")
}
// Send each message part
for i, msg := range messages {
_, err = s.bot.SendMessage(ctx, &bot.SendMessageParams{
ChatID: messageParams.ChatID,
Text: msg,
ParseMode: models.ParseModeMarkdown,
})
if err != nil {
return types.ActionResult{}, fmt.Errorf("failed to send telegram message part %d: %w", i+1, err)
}
}
sharedState.ConversationTracker.AddMessage(fmt.Sprintf("telegram:%d", messageParams.ChatID), openai.ChatCompletionMessage{
Content: messageParams.Message,
Role: "assistant",
})
return types.ActionResult{
Result: fmt.Sprintf("Message sent successfully to chat ID %d in %d parts", messageParams.ChatID, len(messages)),
Metadata: map[string]interface{}{
MetadataTelegramMessageSent: true,
},
}, nil
}
func (s *SendTelegramMessageRunner) Definition() types.ActionDefinition {
customName := "send_telegram_message"
if s.customName != "" {
customName = s.customName
}
customDescription := "Send a message to a Telegram user or group"
if s.customDescription != "" {
customDescription = s.customDescription
}
if s.chatID != 0 {
return types.ActionDefinition{
Name: types.ActionDefinitionName(customName),
Description: customDescription,
Properties: map[string]jsonschema.Definition{
"message": {
Type: jsonschema.String,
Description: "The message to send",
},
},
Required: []string{"message"},
}
}
return types.ActionDefinition{
Name: types.ActionDefinitionName(customName),
Description: customDescription,
Properties: map[string]jsonschema.Definition{
"chat_id": {
Type: jsonschema.Number,
Description: "The Telegram chat ID to send the message to (optional if configured in config)",
},
"message": {
Type: jsonschema.String,
Description: "The message to send",
},
},
Required: []string{"message", "chat_id"},
}
}
func (s *SendTelegramMessageRunner) Plannable() bool {
return true
}
// SendTelegramMessageConfigMeta returns the metadata for Send Telegram Message action configuration fields
func SendTelegramMessageConfigMeta() []config.Field {
return []config.Field{
{
Name: "token",
Label: "Telegram Token",
Type: config.FieldTypeText,
Required: true,
HelpText: "Telegram bot token for sending messages",
},
{
Name: "chat_id",
Label: "Default Chat ID",
Type: config.FieldTypeText,
Required: false,
HelpText: "Default Telegram chat ID to send messages to (can be overridden in parameters)",
},
{
Name: "custom_name",
Label: "Custom Name",
Type: config.FieldTypeText,
Required: false,
HelpText: "Custom name for the action (optional, defaults to 'send_telegram_message')",
},
{
Name: "custom_description",
Label: "Custom Description",
Type: config.FieldTypeText,
Required: false,
HelpText: "Custom description for the action (optional, defaults to 'Send a message to a Telegram user or group')",
},
}
}
+24 -59
View File
@@ -4,7 +4,6 @@ import (
"context"
"fmt"
"log"
"strings"
"github.com/mudler/LocalAGI/core/types"
"github.com/mudler/LocalAGI/pkg/config"
@@ -12,27 +11,24 @@ import (
"golang.org/x/crypto/ssh"
)
func NewShell(config map[string]string, sshBoxURL string) *ShellAction {
func NewShell(config map[string]string) *ShellAction {
return &ShellAction{
privateKey: config["privateKey"],
user: config["user"],
host: config["host"],
password: config["password"],
customName: config["customName"],
customDescription: config["customDescription"],
sshBoxURL: sshBoxURL,
}
}
type ShellAction struct {
privateKey string
user, host, password string
customName string
customDescription string
sshBoxURL string
privateKey string
user, host string
customName string
customDescription string
}
func (a *ShellAction) Run(ctx context.Context, sharedState *types.AgentSharedState, params types.ActionParams) (types.ActionResult, error) {
func (a *ShellAction) Run(ctx context.Context, params types.ActionParams) (types.ActionResult, error) {
result := struct {
Command string `json:"command"`
Host string `json:"host"`
@@ -50,23 +46,7 @@ func (a *ShellAction) Run(ctx context.Context, sharedState *types.AgentSharedSta
result.User = a.user
}
password := a.password
if a.sshBoxURL != "" && result.Host == "" && result.User == "" && password == "" {
// sshbox url can be root:root@localhost:2222
parts := strings.Split(a.sshBoxURL, "@")
if len(parts) == 2 {
if strings.Contains(parts[0], ":") {
userPass := strings.Split(parts[0], ":")
result.User = userPass[0]
password = userPass[1]
} else {
result.User = parts[0]
}
result.Host = parts[1]
}
}
output, err := sshCommand(a.privateKey, result.Command, result.User, result.Host, password)
output, err := sshCommand(a.privateKey, result.Command, result.User, result.Host)
if err != nil {
return types.ActionResult{}, err
}
@@ -75,15 +55,15 @@ func (a *ShellAction) Run(ctx context.Context, sharedState *types.AgentSharedSta
}
func (a *ShellAction) Definition() types.ActionDefinition {
name := "run_command"
description := "Run a command on a linux environment."
name := "shell"
description := "Run a shell command on a remote server."
if a.customName != "" {
name = a.customName
}
if a.customDescription != "" {
description = a.customDescription
}
if (a.host != "" && a.user != "") || a.sshBoxURL != "" {
if a.host != "" && a.user != "" {
return types.ActionDefinition{
Name: types.ActionDefinitionName(name),
Description: description,
@@ -124,7 +104,7 @@ func ShellConfigMeta() []config.Field {
Name: "privateKey",
Label: "Private Key",
Type: config.FieldTypeTextarea,
Required: false,
Required: true,
HelpText: "SSH private key for connecting to remote servers",
},
{
@@ -133,12 +113,6 @@ func ShellConfigMeta() []config.Field {
Type: config.FieldTypeText,
HelpText: "Default SSH user for connecting to remote servers",
},
{
Name: "password",
Label: "Default Password",
Type: config.FieldTypeText,
HelpText: "Default SSH password for connecting to remote servers",
},
{
Name: "host",
Label: "Default Host",
@@ -160,25 +134,19 @@ func ShellConfigMeta() []config.Field {
}
}
func sshCommand(privateKey, command, user, host, password string) (string, error) {
authMethods := []ssh.AuthMethod{}
if password != "" {
authMethods = append(authMethods, ssh.Password(password))
}
if privateKey != "" {
// Create signer from private key string
key, err := ssh.ParsePrivateKey([]byte(privateKey))
if err != nil {
log.Fatalf("failed to parse private key: %v", err)
}
authMethods = append(authMethods, ssh.PublicKeys(key))
func sshCommand(privateKey, command, user, host string) (string, error) {
// Create signer from private key string
key, err := ssh.ParsePrivateKey([]byte(privateKey))
if err != nil {
log.Fatalf("failed to parse private key: %v", err)
}
// SSH client configuration
config := &ssh.ClientConfig{
User: user,
Auth: authMethods,
User: user,
Auth: []ssh.AuthMethod{
ssh.PublicKeys(key),
},
HostKeyCallback: ssh.InsecureIgnoreHostKey(),
}
@@ -197,15 +165,12 @@ func sshCommand(privateKey, command, user, host, password string) (string, error
defer session.Close()
// Run a command
cmdOut, err := session.CombinedOutput(command)
result := string(cmdOut)
if strings.TrimSpace(result) == "" {
result += "\nCommand has exited with no output"
}
output, err := session.CombinedOutput(command)
if err != nil {
result += "\nError: " + err.Error()
return "", fmt.Errorf("failed to run: %v", err)
}
return result, nil
return string(output), nil
}
func (a *ShellAction) Plannable() bool {
+1 -1
View File
@@ -22,7 +22,7 @@ type PostTweetAction struct {
noCharacterLimit bool
}
func (a *PostTweetAction) Run(ctx context.Context, sharedState *types.AgentSharedState, params types.ActionParams) (types.ActionResult, error) {
func (a *PostTweetAction) Run(ctx context.Context, params types.ActionParams) (types.ActionResult, error) {
result := struct {
Text string `json:"text"`
}{}
-256
View File
@@ -1,256 +0,0 @@
// Package actions contains action implementations used by LocalAGI.
// This file implements the "webhook" action which can send an HTTP request
// to an external service with a configurable method, content type, and payload.
package actions
import (
"bytes"
"context"
"fmt"
"io"
"net/http"
"strings"
"github.com/mudler/LocalAGI/core/types"
"github.com/mudler/LocalAGI/pkg/config"
"github.com/sashabaranov/go-openai/jsonschema"
)
// NewWebhook constructs a WebhookAction using provided configuration values:
// - url: Destination endpoint for the HTTP request (required).
// - method: HTTP method to use (GET, POST, PUT, DELETE, ...). Defaults to POST.
// - contentType: Value for the Content-Type header (e.g., application/json).
// - payloadTemplate: Optional template for the request body; the runtime parameter
// "payload" (if provided) will replace the "{{payload}}" placeholder inside this template.
func NewWebhook(cfg map[string]string) *WebhookAction {
wa := &WebhookAction{
url: strings.TrimSpace(cfg["url"]),
method: strings.ToUpper(strings.TrimSpace(cfg["method"])),
contentType: strings.TrimSpace(cfg["contentType"]),
payloadTemplate: cfg["payloadTemplate"],
}
// Optional custom overrides
if cfg != nil {
wa.customName = cfg["custom_name"]
wa.customDescription = cfg["custom_description"]
wa.customPayloadDescription = cfg["custom_payload_description"]
}
if wa.method == "" {
wa.method = http.MethodPost
}
return wa
}
// WebhookAction holds the static configuration for the webhook.
// These values come from the action configuration (UI/agent config),
// while the runtime parameter only carries the dynamic payload.
// - url: Target endpoint for the request.
// - method: HTTP method to use. Defaults to POST if not provided.
// - contentType: Sets the Content-Type header when a body is sent.
// - payloadTemplate: Optional template used to build the request body; occurrences
// of "{{payload}}" get replaced with the runtime payload string.
// If no placeholder is present, the template is used as-is.
// For GET requests the body is omitted regardless of payload.
//
// Note: This action does not follow redirects!
type WebhookAction struct {
url string
method string
contentType string
payloadTemplate string
customName string
customDescription string
customPayloadDescription string
}
// Run executes the webhook call.
// It reads the runtime parameter "payload" (optional), merges it into the
// configured payloadTemplate (if any), constructs an HTTP request using the
// configured URL, method and content type, and then returns a summary with the
// response status and body (truncated to 4KiB for safety).
func (a *WebhookAction) Run(ctx context.Context, sharedState *types.AgentSharedState, params types.ActionParams) (types.ActionResult, error) {
// Runtime parameters: only payload
type input struct {
Payload string `json:"payload"`
}
var in input
if err := params.Unmarshal(&in); err != nil {
return types.ActionResult{}, err
}
// Validate essential configuration. The URL must be provided via the
// action configuration (not via runtime parameters).
if a.url == "" {
return types.ActionResult{}, fmt.Errorf("configuration.url is required")
}
method := a.method
// Build the request body based on template and payload:
// - If a payloadTemplate is provided, replace occurrences of "{{payload}}"
// with the runtime payload value.
// - If the template does not contain the placeholder but is provided, we use
// the template as-is (common for static JSON bodies prepared at config time).
// - If no template is configured, we send the runtime payload as-is.
// - For GET requests the body is omitted regardless of payload.
var payload string
if a.payloadTemplate != "" {
payload = strings.ReplaceAll(a.payloadTemplate, "{{payload}}", in.Payload)
if payload == a.payloadTemplate && in.Payload != "" {
// If no placeholder found, fallback to template or payload alone
payload = a.payloadTemplate
}
} else {
payload = in.Payload
}
var body io.Reader
if method != http.MethodGet && payload != "" {
body = bytes.NewBufferString(payload)
}
// Create the HTTP request bound to the provided context so that cancellation
// or timeouts from the caller propagate to the outbound call.
req, err := http.NewRequestWithContext(ctx, method, a.url, body)
if err != nil {
return types.ActionResult{}, err
}
// Set Content-Type header if configured. For GET requests this header is
// typically ignored by servers as there is no body.
if a.contentType != "" {
req.Header.Set("Content-Type", a.contentType)
}
// Use a new http.Client with default settings. Consider configuring timeouts
// at the caller level via the context, or wiring a custom client if needed.
client := &http.Client{}
resp, err := client.Do(req)
if err != nil {
return types.ActionResult{}, err
}
defer resp.Body.Close()
// Read and safely truncate the response body to avoid flooding the agent's
// context with very large payloads. Errors on ReadAll are ignored here as
// we already have the status code.
respBytes, _ := io.ReadAll(resp.Body)
respBody := string(respBytes)
if len(respBody) > 4096 {
respBody = respBody[:4096] + "... (truncated)"
}
return types.ActionResult{
// Return the response body as the result.
// If the response body is empty, use the status text as the result (e.g. "OK" for status code 200).
Result: func() string {
if respBody == "" {
return http.StatusText(resp.StatusCode)
}
return respBody
}(),
// Include the response status code in the metadata.
Metadata: map[string]interface{}{
"statusCode": resp.StatusCode,
},
}, nil
}
// Definition returns the action schema exposed to the planner/runtime.
// Only the runtime parameter "payload" is accepted; all connection details
// are configured statically via the action configuration UI.
func (a *WebhookAction) Definition() types.ActionDefinition {
name := "webhook"
description := "Send an HTTP request to a configured URL/method/content-type. Accepts a runtime payload parameter optionally inserted into the configured payload template."
if a.customName != "" {
name = a.customName
}
if a.customDescription != "" {
description = a.customDescription
}
payloadDesc := "Payload/body to send with the request at runtime. If a payloadTemplate is configured, '{{payload}}' will be replaced by this value."
if a.customPayloadDescription != "" {
payloadDesc = a.customPayloadDescription
}
return types.ActionDefinition{
Name: types.ActionDefinitionName(name),
Description: description,
Properties: map[string]jsonschema.Definition{
"payload": {
Type: jsonschema.String,
Description: payloadDesc,
},
},
}
}
// Plannable indicates the action can be suggested/used by planners without
// requiring hidden context; inputs are straightforward and safe.
func (a *WebhookAction) Plannable() bool { return true }
// WebhookConfigMeta returns the metadata for Webhook action configuration fields:
// - url: The endpoint to send requests to (required).
// - method: One of GET/POST/PUT/DELETE. Defaults to POST.
// - contentType: Common content types selectable from a dropdown.
// - payloadTemplate: Optional body template. At runtime, "{{payload}}" is
// replaced by the provided payload parameter. If missing, the template is used
// as-is; for GET, no body is sent regardless.
func WebhookConfigMeta() []config.Field {
return []config.Field{
{
Name: "custom_name",
Label: "Custom Name",
Type: config.FieldTypeText,
Required: false,
HelpText: "Custom name for the action (optional, defaults to 'webhook')",
},
{
Name: "custom_description",
Label: "Custom Description",
Type: config.FieldTypeText,
Required: false,
HelpText: "Custom description for the action (optional)",
},
{
Name: "custom_payload_description",
Label: "Custom Payload Description",
Type: config.FieldTypeText,
Required: false,
HelpText: "Override the payload parameter description shown in the UI/schema (optional).",
},
{
Name: "url",
Label: "URL",
Type: config.FieldTypeText,
Required: true,
HelpText: "Destination URL for the webhook",
},
{
Name: "method",
Label: "HTTP Method",
Type: config.FieldTypeSelect,
Options: []config.FieldOption{{Value: http.MethodGet, Label: "GET"}, {Value: http.MethodPost, Label: "POST"}, {Value: http.MethodPut, Label: "PUT"}, {Value: http.MethodDelete, Label: "DELETE"}},
DefaultValue: http.MethodPost,
Required: true,
HelpText: "HTTP method to use",
},
{
Name: "contentType",
Label: "Content Type",
Type: config.FieldTypeSelect,
Options: []config.FieldOption{
{Value: "application/json", Label: "application/json"},
{Value: "text/plain", Label: "text/plain"},
{Value: "application/x-www-form-urlencoded", Label: "application/x-www-form-urlencoded"},
},
Required: true,
HelpText: "Content-Type header to send",
},
{
Name: "payloadTemplate",
Label: "Payload Template",
Type: config.FieldTypeTextarea,
HelpText: "Optional template used to craft the request body. Use '{{payload}}' as placeholder for the runtime payload.",
},
}
}
+1 -1
View File
@@ -15,7 +15,7 @@ func NewWikipedia(config map[string]string) *WikipediaAction {
type WikipediaAction struct{}
func (a *WikipediaAction) Run(ctx context.Context, sharedState *types.AgentSharedState, params types.ActionParams) (types.ActionResult, error) {
func (a *WikipediaAction) Run(ctx context.Context, params types.ActionParams) (types.ActionResult, error) {
result := struct {
Query string `json:"query"`
}{}
-28
View File
@@ -1,28 +0,0 @@
package services
import (
"fmt"
"os"
"github.com/mudler/LocalAGI/pkg/xlog"
)
func memoryPath(agentName string, actionsConfigs map[string]string) string {
// Compose memory file path based on stateDir and agentName, using a subdirectory
memoryFilePath := "memory.json"
if actionsConfigs != nil {
if stateDir, ok := actionsConfigs[ConfigStateDir]; ok && stateDir != "" {
memoryDir := fmt.Sprintf("%s/memory", stateDir)
err := os.MkdirAll(memoryDir, 0755) // ensure the directory exists
if err != nil {
xlog.Error("Error creating memory directory", "error", err)
return memoryFilePath
}
memoryFilePath = fmt.Sprintf("%s/%s.json", memoryDir, agentName)
} else {
memoryFilePath = fmt.Sprintf("%s.memory.json", agentName)
}
}
return memoryFilePath
}
-18
View File
@@ -19,8 +19,6 @@ const (
ConnectorGithubIssues = "github-issues"
ConnectorGithubPRs = "github-prs"
ConnectorTwitter = "twitter"
ConnectorMatrix = "matrix"
ConnectorEmail = "email"
)
var AvailableConnectors = []string{
@@ -31,8 +29,6 @@ var AvailableConnectors = []string{
ConnectorGithubIssues,
ConnectorGithubPRs,
ConnectorTwitter,
ConnectorMatrix,
ConnectorEmail,
}
func Connectors(a *state.AgentConfig) []state.Connector {
@@ -70,10 +66,6 @@ func Connectors(a *state.AgentConfig) []state.Connector {
continue
}
conns = append(conns, cc)
case ConnectorMatrix:
conns = append(conns, connectors.NewMatrix(config))
case ConnectorEmail:
conns = append(conns, connectors.NewEmail(config))
}
}
return conns
@@ -116,15 +108,5 @@ func ConnectorsConfigMeta() []config.FieldGroup {
Label: "Twitter",
Fields: connectors.TwitterConfigMeta(),
},
{
Name: "matrix",
Label: "Matrix",
Fields: connectors.MatrixConfigMeta(),
},
{
Name: "email",
Label: "Email",
Fields: connectors.EmailConfigMeta(),
},
}
}
@@ -1,4 +1,4 @@
package conversations
package connectors
import (
"fmt"
@@ -1,9 +1,9 @@
package conversations_test
package connectors_test
import (
"time"
"github.com/mudler/LocalAGI/core/conversations"
"github.com/mudler/LocalAGI/services/connectors"
. "github.com/onsi/ginkgo/v2"
. "github.com/onsi/gomega"
"github.com/sashabaranov/go-openai"
@@ -11,13 +11,13 @@ import (
var _ = Describe("ConversationTracker", func() {
var (
tracker *conversations.ConversationTracker[string]
tracker *connectors.ConversationTracker[string]
duration time.Duration
)
BeforeEach(func() {
duration = 1 * time.Second
tracker = conversations.NewConversationTracker[string](duration)
tracker = connectors.NewConversationTracker[string](duration)
})
It("should initialize with empty conversations", func() {
@@ -81,8 +81,8 @@ var _ = Describe("ConversationTracker", func() {
})
It("should handle different key types", func() {
trackerInt := conversations.NewConversationTracker[int](duration)
trackerInt64 := conversations.NewConversationTracker[int64](duration)
trackerInt := connectors.NewConversationTracker[int](duration)
trackerInt64 := connectors.NewConversationTracker[int64](duration)
message := openai.ChatCompletionMessage{
Role: openai.ChatMessageRoleUser,
+13 -33
View File
@@ -2,8 +2,8 @@ package connectors
import (
"encoding/json"
"fmt"
"strings"
"time"
"github.com/bwmarrin/discordgo"
"github.com/mudler/LocalAGI/core/agent"
@@ -14,8 +14,9 @@ import (
)
type Discord struct {
token string
defaultChannel string
token string
defaultChannel string
conversationTracker *ConversationTracker[string]
}
// NewDiscord creates a new Discord connector
@@ -24,15 +25,15 @@ type Discord struct {
// - defaultChannel: Discord channel to always answer even if not mentioned
func NewDiscord(config map[string]string) *Discord {
token := config["token"]
if !strings.HasPrefix(token, "Bot ") {
token = "Bot " + token
duration, err := time.ParseDuration(config["lastMessageDuration"])
if err != nil {
duration = 5 * time.Minute
}
return &Discord{
token: token,
defaultChannel: config["defaultChannel"],
conversationTracker: NewConversationTracker[string](duration),
token: config["token"],
defaultChannel: config["defaultChannel"],
}
}
@@ -83,27 +84,6 @@ func (d *Discord) Start(a *agent.Agent) {
dg.StateEnabled = true
if d.defaultChannel != "" {
// handle new conversations
a.AddSubscriber(func(ccm openai.ChatCompletionMessage) {
xlog.Debug("Subscriber(discord)", "message", ccm.Content)
// Send the message to the default channel
_, err := dg.ChannelMessageSend(d.defaultChannel, ccm.Content)
if err != nil {
xlog.Error(fmt.Sprintf("Error sending message: %v", err))
}
a.SharedState().ConversationTracker.AddMessage(
fmt.Sprintf("discord:%s", d.defaultChannel),
openai.ChatCompletionMessage{
Content: ccm.Content,
Role: "assistant",
},
)
})
}
// Register the messageCreate func as a callback for MessageCreate events.
dg.AddHandler(d.messageCreate(a))
@@ -171,12 +151,12 @@ func (d *Discord) handleThreadMessage(a *agent.Agent, s *discordgo.Session, m *d
func (d *Discord) handleChannelMessage(a *agent.Agent, s *discordgo.Session, m *discordgo.MessageCreate) {
a.SharedState().ConversationTracker.AddMessage(fmt.Sprintf("discord:%s", m.ChannelID), openai.ChatCompletionMessage{
d.conversationTracker.AddMessage(m.ChannelID, openai.ChatCompletionMessage{
Role: "user",
Content: m.Content,
})
conv := a.SharedState().ConversationTracker.GetConversation(fmt.Sprintf("discord:%s", m.ChannelID))
conv := d.conversationTracker.GetConversation(m.ChannelID)
jobResult := a.Ask(
types.WithConversationHistory(conv),
@@ -187,7 +167,7 @@ func (d *Discord) handleChannelMessage(a *agent.Agent, s *discordgo.Session, m *
return
}
a.SharedState().ConversationTracker.AddMessage(fmt.Sprintf("discord:%s", m.ChannelID), openai.ChatCompletionMessage{
d.conversationTracker.AddMessage(m.ChannelID, openai.ChatCompletionMessage{
Role: "assistant",
Content: jobResult.Response,
})
-457
View File
@@ -1,457 +0,0 @@
package connectors
import (
"bytes"
"fmt"
"mime"
"strings"
"time"
htmltomarkdown "github.com/JohannesKaufmann/html-to-markdown/v2"
imap "github.com/emersion/go-imap/v2"
sasl "github.com/emersion/go-sasl"
smtp "github.com/emersion/go-smtp"
"github.com/emersion/go-imap/v2/imapclient"
"github.com/emersion/go-message"
"github.com/emersion/go-message/charset"
"github.com/gomarkdown/markdown"
"github.com/gomarkdown/markdown/html"
"github.com/gomarkdown/markdown/parser"
"github.com/mudler/LocalAGI/core/agent"
"github.com/mudler/LocalAGI/core/types"
"github.com/mudler/LocalAGI/pkg/config"
"github.com/mudler/LocalAGI/pkg/xlog"
"github.com/sashabaranov/go-openai"
)
type Email struct {
username string
name string
password string
email string
smtpServer string
smtpInsecure bool
imapServer string
imapInsecure bool
defaultEmail string
}
func NewEmail(config map[string]string) *Email {
return &Email{
username: config["username"],
name: config["name"],
password: config["password"],
email: config["email"],
smtpServer: config["smtpServer"],
smtpInsecure: config["smtpInsecure"] == "true",
imapServer: config["imapServer"],
imapInsecure: config["imapInsecure"] == "true",
defaultEmail: config["defaultEmail"],
}
}
func EmailConfigMeta() []config.Field {
return []config.Field{
{
Name: "smtpServer",
Label: "SMTP Host:port",
Type: config.FieldTypeText,
Required: true,
HelpText: "SMTP server host:port (e.g., smtp.gmail.com:587)",
},
{
Name: "smtpInsecure",
Label: "Insecure SMTP",
Type: config.FieldTypeCheckbox,
},
{
Name: "imapServer",
Label: "IMAP Host:port",
Type: config.FieldTypeText,
Required: true,
HelpText: "IMAP server host:port (e.g., imap.gmail.com:993)",
},
{
Name: "imapInsecure",
Label: "Insecure IMAP",
Type: config.FieldTypeCheckbox,
},
{
Name: "username",
Label: "Username",
Type: config.FieldTypeText,
Required: true,
HelpText: "Username/email address",
},
{
Name: "name",
Label: "Friendly Name",
Type: config.FieldTypeText,
Required: true,
HelpText: "Friendly name of sender",
},
{
Name: "password",
Label: "Password",
Type: config.FieldTypeText,
Required: true,
HelpText: "SMTP/IMAP password or app password",
},
{
Name: "email",
Label: "From Email",
Type: config.FieldTypeText,
Required: true,
HelpText: "Agent email address",
},
{
Name: "defaultEmail",
Label: "Default Recipient",
Type: config.FieldTypeText,
HelpText: "Default email address to send messages to when the agent wants to initiate a conversation",
},
}
}
func (e *Email) AgentResultCallback() func(state types.ActionState) {
return func(state types.ActionState) {
// Send the result to the bot
}
}
func (e *Email) AgentReasoningCallback() func(state types.ActionCurrentState) bool {
return func(state types.ActionCurrentState) bool {
// Send the reasoning to the bot
return true
}
}
func filterEmailRecipients(input string, emailToRemove string) string {
addresses := strings.Split(strings.TrimPrefix(input, "To: "), ",")
var filtered []string
for _, address := range addresses {
address = strings.TrimSpace(address)
if !strings.Contains(address, emailToRemove) {
filtered = append(filtered, address)
}
}
if len(filtered) > 0 {
return strings.Join(filtered, ", ")
}
return ""
}
func (e *Email) sendMail(to, subject, content, replyToID, references string, emails []string, html bool) {
auth := sasl.NewPlainClient("", e.username, e.password)
contentType := "text/plain"
if html {
contentType = "text/html"
}
var replyHeaders string
if replyToID != "" {
referenceLine := strings.ReplaceAll(references+" "+replyToID, "\n", "")
replyHeaders = fmt.Sprintf("In-Reply-To: %s\r\nReferences: %s\r\n", replyToID, referenceLine)
}
// Build full message content
var builder strings.Builder
fmt.Fprintf(&builder, "To: %s\r\n", to)
fmt.Fprintf(&builder, "From: %s <%s>\r\n", e.name, e.email)
builder.WriteString(replyHeaders)
fmt.Fprintf(&builder, "MIME-Version: 1.0\r\nContent-Type: %s;\r\n", contentType)
fmt.Fprintf(&builder, "Subject: %s\r\n\r\n", subject)
fmt.Fprintf(&builder, "%s\r\n", content)
msg := strings.NewReader(builder.String())
if !e.smtpInsecure {
err := smtp.SendMail(e.smtpServer, auth, e.email, emails, msg)
if err != nil {
xlog.Error(fmt.Sprintf("Email send err: %v", err))
}
} else {
c, err := smtp.Dial(e.smtpServer)
if err != nil {
xlog.Error(fmt.Sprintf("Email connection err: %v", err))
}
defer c.Close()
err = c.Hello("client")
if err != nil {
xlog.Error(fmt.Sprintf("Email hello err: %v", err))
}
err = c.Auth(auth)
if err != nil {
xlog.Error(fmt.Sprintf("Email auth err: %v", err))
}
err = c.SendMail(e.email, emails, msg)
if err != nil {
xlog.Error(fmt.Sprintf("Email send err: %v", err))
}
}
}
func imapWorker(done chan bool, e *Email, a *agent.Agent, c *imapclient.Client, startIndex uint32) {
currentIndex := startIndex
for {
select {
case <-done:
xlog.Info("Stopping imapWorker")
err := c.Logout().Wait()
if err != nil {
xlog.Error(fmt.Sprintf("Email IMAP logout fail: %v", err))
}
return
default:
selectedMbox, err := c.Select("INBOX", nil).Wait()
if err != nil {
xlog.Error(fmt.Sprintf("Email IMAP mailbox err: %v", err))
}
// Loop over any new messages recieved in selected mailbox
for currentIndex < selectedMbox.NumMessages {
currentIndex++
// Download email info
seqSet := imap.SeqSetNum(currentIndex)
bodySection := &imap.FetchItemBodySection{}
fetchOptions := &imap.FetchOptions{
Flags: true,
Envelope: true,
BodySection: []*imap.FetchItemBodySection{bodySection},
}
messageBuffers, err := c.Fetch(seqSet, fetchOptions).Collect()
if err != nil {
xlog.Error(fmt.Sprintf("Email IMAP fetch err: %v", err))
}
// Start conversation goroutine
go func(e *Email, a *agent.Agent, c *imapclient.Client, fmb *imapclient.FetchMessageBuffer) {
// Download Email contents
r := bytes.NewReader(fmb.FindBodySection(bodySection))
msg, err := message.Read(r)
if err != nil {
xlog.Error(fmt.Sprintf("Email reader err: %v", err))
}
buf := new(bytes.Buffer)
buf.ReadFrom(msg.Body)
xlog.Debug("New email!")
xlog.Debug(fmt.Sprintf("From: %s", msg.Header.Get("From")))
xlog.Debug(fmt.Sprintf("To: %s", msg.Header.Get("To")))
xlog.Debug(fmt.Sprintf("Subject: %s", msg.Header.Get("Subject")))
// In the event that an email account has multiple email addresses, only respond to the one configured
if !strings.Contains(msg.Header.Get("To"), e.email) {
xlog.Info(fmt.Sprintf("Email was sent to %s, but appeared in my inbox (%s). Ignoring!", msg.Header.Get("To"), e.email))
return
}
content := buf.String()
contentIsHTML := false
// Convert email to markdown only if it's in HTML
prefixes := []string{"<html", "<body", "<div", "<head"}
for _, prefix := range prefixes {
if strings.HasPrefix(strings.ToLower(content), prefix) {
content, err = htmltomarkdown.ConvertString(buf.String())
contentIsHTML = true
if err != nil {
xlog.Error(fmt.Sprintf("Email html => md err: %v", err))
contentIsHTML = false
content = buf.String()
}
}
}
xlog.Debug(fmt.Sprintf("Markdown:\n\n%s", content))
// Construct prompt
prompt := fmt.Sprintf("%s %s:\n\nFrom: %s\nTime: %s\nSubject: %s\n=====\n%s",
"This email thread was sent to you. You are",
e.email,
msg.Header.Get("From"),
fmb.Envelope.Date.Format(time.RFC3339),
fmb.Envelope.Subject,
content,
)
conv := []openai.ChatCompletionMessage{}
conv = append(conv, openai.ChatCompletionMessage{Role: "user", Content: prompt})
// Send prompt to agent and wait for result
xlog.Debug(fmt.Sprintf("Starting conversation:\n\n%v", conv))
jobResult := a.Ask(types.WithConversationHistory(conv))
if jobResult.Error != nil {
xlog.Error(fmt.Sprintf("Error asking agent: %v", jobResult.Error))
}
// Send agent response to user, replying to original email.
xlog.Debug("Agent finished responding. Sending reply email to user")
// Get a list of emails to respond to ("Reply All" logic)
// This could be done through regex, but it's probably safer to rebuild explicitly
fromEmail := fmt.Sprintf("%s@%s", fmb.Envelope.From[0].Mailbox, fmb.Envelope.From[0].Host)
emails := []string{}
emails = append(emails, fromEmail)
for _, addr := range fmb.Envelope.To {
if addr.Mailbox != "" && addr.Host != "" {
email := fmt.Sprintf("%s@%s", addr.Mailbox, addr.Host)
if email != e.email {
emails = append(emails, email)
}
}
}
// Keep the original header, in case sender had contact names as part of the header
newToHeader := msg.Header.Get("From") + ", " + filterEmailRecipients(msg.Header.Get("To"), e.email)
// Create the body of the email
replyContent := jobResult.Response
if jobResult.Response == "" {
replyContent =
"System: I'm sorry, but it looks like the agent did not respond. " +
"This could be in error, or maybe it had nothing to say."
}
// Quote the original message. This lets the agent see conversation history and is an email standard.
quoteHeader := fmt.Sprintf("\r\n\r\nOn %s, %s wrote:\n",
fmb.Envelope.Date.Format("Monday, Jan 2, 2006 at 15:04"),
fmt.Sprintf("%s <%s>", fmb.Envelope.From[0].Name, fromEmail),
)
quotedLines := strings.Split(strings.ReplaceAll(content, "\r\n", "\n"), "\n")
for i, line := range quotedLines {
quotedLines[i] = "> " + line
}
replyContent = replyContent + quoteHeader + strings.Join(quotedLines, "\r\n")
// If the original email was sent in HTML, reply with HTML
if contentIsHTML {
p := parser.NewWithExtensions(parser.CommonExtensions | parser.AutoHeadingIDs | parser.NoEmptyLineBeforeBlock)
doc := p.Parse([]byte(replyContent))
opts := html.RendererOptions{Flags: html.CommonFlags | html.HrefTargetBlank | html.CompletePage}
renderer := html.NewRenderer(opts)
replyContent = string(markdown.Render(doc, renderer))
}
// Send the email
e.sendMail(newToHeader,
fmt.Sprintf("Re: %s", msg.Header.Get("Subject")),
replyContent,
msg.Header.Get("Message-ID"),
msg.Header.Get("References"),
emails,
contentIsHTML,
)
}(e, a, c, messageBuffers[0])
}
time.Sleep(5 * time.Second) // Refresh inbox every n seconds
}
}
}
func (e *Email) Start(a *agent.Agent) {
go func() {
if e.defaultEmail != "" {
// handle new conversations
a.AddSubscriber(func(ccm openai.ChatCompletionMessage) {
xlog.Debug("Subscriber(email)", "message", ccm.Content)
// Send the message to the default email
e.sendMail(
e.defaultEmail,
"Message from LocalAGI",
ccm.Content,
"",
"",
[]string{e.defaultEmail},
false,
)
a.SharedState().ConversationTracker.AddMessage(
fmt.Sprintf("email:%s", e.defaultEmail),
openai.ChatCompletionMessage{
Content: ccm.Content,
Role: "assistant",
},
)
})
}
xlog.Info("Email connector is now running. Press CTRL-C to exit.")
// IMAP dial
imapOpts := &imapclient.Options{WordDecoder: &mime.WordDecoder{CharsetReader: charset.Reader}}
var c *imapclient.Client
var err error
if e.imapInsecure {
c, err = imapclient.DialInsecure(e.imapServer, imapOpts)
} else {
c, err = imapclient.DialTLS(e.imapServer, imapOpts)
}
if err != nil {
xlog.Error(fmt.Sprintf("Email IMAP dial err: %v", err))
return
}
defer c.Close()
// IMAP login
err = c.Login(e.username, e.password).Wait()
if err != nil {
xlog.Error(fmt.Sprintf("Email IMAP login err: %v", err))
return
}
// IMAP mailbox
mailboxes, err := c.List("", "%", nil).Collect()
if err != nil {
xlog.Error(fmt.Sprintf("Email IMAP mailbox err: %v", err))
return
}
xlog.Debug(fmt.Sprintf("Email IMAP mailbox count: %v", len(mailboxes)))
for _, mbox := range mailboxes {
xlog.Debug(fmt.Sprintf(" - %v", mbox.Mailbox))
}
// Select INBOX
selectedMbox, err := c.Select("INBOX", nil).Wait()
if err != nil {
xlog.Error(fmt.Sprintf("Cannot select INBOX mailbox! %v", err))
return
}
xlog.Debug(fmt.Sprintf("INBOX contains %v messages", selectedMbox.NumMessages))
// Start checking INBOX for new mail
imapWorkerHandle := make(chan bool)
go imapWorker(imapWorkerHandle, e, a, c, selectedMbox.NumMessages)
<-a.Context().Done()
imapWorkerHandle <- true
xlog.Info("Email connector is now stopped.")
}()
}

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