mirror of
https://github.com/run-llama/LlamaIndexTS.git
synced 2026-07-04 03:40:26 -04:00
Compare commits
2 Commits
| Author | SHA1 | Date | |
|---|---|---|---|
 thucpn
|
5d9421d6a3 | ||
|
thucpn
|
caf7e91779 |
@@ -0,0 +1,5 @@
|
||||
---
|
||||
"@llamaindex/community": patch
|
||||
---
|
||||
|
||||
Added Claude 3.7 Sonnet support
|
||||
@@ -0,0 +1,7 @@
|
||||
---
|
||||
"@llamaindex/core": patch
|
||||
"llamaindex": patch
|
||||
"@llamaindex/core-tests": patch
|
||||
---
|
||||
|
||||
feat(node-parser): support async function
|
||||
@@ -0,0 +1,5 @@
|
||||
---
|
||||
"@llamaindex/voyage-ai": major
|
||||
---
|
||||
|
||||
Adding VoyageAI embedding package
|
||||
@@ -1,43 +1,5 @@
|
||||
# @llamaindex/doc
|
||||
|
||||
## 0.1.6
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [5668970]
|
||||
- @llamaindex/core@0.5.5
|
||||
- @llamaindex/workflow@0.0.12
|
||||
- @llamaindex/cloud@3.0.6
|
||||
- llamaindex@0.9.6
|
||||
- @llamaindex/node-parser@1.0.5
|
||||
- @llamaindex/openai@0.1.57
|
||||
- @llamaindex/readers@2.0.5
|
||||
|
||||
## 0.1.5
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [ad3c7f1]
|
||||
- @llamaindex/core@0.5.4
|
||||
- @llamaindex/cloud@3.0.5
|
||||
- llamaindex@0.9.5
|
||||
- @llamaindex/node-parser@1.0.4
|
||||
- @llamaindex/openai@0.1.56
|
||||
- @llamaindex/readers@2.0.4
|
||||
|
||||
## 0.1.4
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [cb256f2]
|
||||
- Updated dependencies [cb021e7]
|
||||
- @llamaindex/openai@0.1.55
|
||||
- @llamaindex/core@0.5.3
|
||||
- llamaindex@0.9.4
|
||||
- @llamaindex/cloud@3.0.4
|
||||
- @llamaindex/node-parser@1.0.3
|
||||
- @llamaindex/readers@2.0.3
|
||||
|
||||
## 0.1.3
|
||||
|
||||
### Patch Changes
|
||||
|
||||
@@ -1,6 +1,6 @@
|
||||
{
|
||||
"name": "@llamaindex/doc",
|
||||
"version": "0.1.6",
|
||||
"version": "0.1.3",
|
||||
"private": true,
|
||||
"scripts": {
|
||||
"build": "pnpm run build:docs && next build",
|
||||
|
||||
@@ -1,139 +0,0 @@
|
||||
---
|
||||
title: Agent Workflow
|
||||
---
|
||||
|
||||
import { DynamicCodeBlock } from 'fumadocs-ui/components/dynamic-codeblock';
|
||||
import CodeSource from "!raw-loader!../../../../../../../examples/agentworkflow/blog_writer.ts";
|
||||
import { Tab, Tabs } from "fumadocs-ui/components/tabs";
|
||||
|
||||
`AgentWorkflow` is a powerful system that enables you to create and orchestrate one or multiple agents with tools to perform specific tasks. It's built on top of the base `Workflow` system and provides a streamlined interface for agent interactions.
|
||||
|
||||
## Installation
|
||||
|
||||
You'll need to install the `@llamaindex/workflow` package:
|
||||
|
||||
<Tabs groupId="install" items={["npm", "yarn", "pnpm"]} persist>
|
||||
```shell tab="npm"
|
||||
npm install @llamaindex/workflow
|
||||
```
|
||||
|
||||
```shell tab="yarn"
|
||||
yarn add @llamaindex/workflow
|
||||
```
|
||||
|
||||
```shell tab="pnpm"
|
||||
pnpm add @llamaindex/workflow
|
||||
```
|
||||
</Tabs>
|
||||
|
||||
## Usage
|
||||
|
||||
### Single Agent Workflow
|
||||
|
||||
The simplest use case is creating a single agent with specific tools. Here's an example of creating an assistant that tells jokes:
|
||||
|
||||
```typescript
|
||||
import { AgentWorkflow, FunctionTool } from "llamaindex";
|
||||
import { OpenAI } from "@llamaindex/openai";
|
||||
|
||||
// Define a joke-telling tool
|
||||
const jokeTool = FunctionTool.from(
|
||||
() => "Baby Llama is called cria",
|
||||
{
|
||||
name: "joke",
|
||||
description: "Use this tool to get a joke",
|
||||
}
|
||||
);
|
||||
|
||||
// Create an agent workflow with the tool
|
||||
const workflow = AgentWorkflow.fromTools({
|
||||
tools: [jokeTool],
|
||||
llm: new OpenAI({
|
||||
model: "gpt-4o-mini",
|
||||
}),
|
||||
});
|
||||
|
||||
// Run the workflow
|
||||
const result = await workflow.run("Tell me something funny");
|
||||
console.log(result); // Baby Llama is called cria
|
||||
```
|
||||
|
||||
### Event Streaming
|
||||
|
||||
`AgentWorkflow` provides a unified interface for event streaming, making it easy to track and respond to different events during execution:
|
||||
|
||||
```typescript
|
||||
import { AgentToolCall, AgentStream } from "llamaindex";
|
||||
|
||||
// Get the workflow execution context
|
||||
const context = workflow.run("Tell me something funny");
|
||||
|
||||
// Stream and handle events
|
||||
for await (const event of context) {
|
||||
if (event instanceof AgentToolCall) {
|
||||
console.log(`Tool being called: ${event.data.toolName}`);
|
||||
}
|
||||
if (event instanceof AgentStream) {
|
||||
process.stdout.write(event.data.delta);
|
||||
}
|
||||
}
|
||||
```
|
||||
|
||||
### Multi-Agent Workflow
|
||||
|
||||
`AgentWorkflow` can orchestrate multiple agents, enabling complex interactions and task handoffs. Each agent in a multi-agent workflow requires:
|
||||
|
||||
- `name`: Unique identifier for the agent
|
||||
- `description`: Purpose description used for task routing
|
||||
- `tools`: Array of tools the agent can use
|
||||
- `canHandoffTo` (optional): Array of agent names or agent instances that this agent can delegate tasks to
|
||||
|
||||
Here's an example of a multi-agent system that combines joke-telling and weather information:
|
||||
|
||||
```typescript
|
||||
import { AgentWorkflow, FunctionAgent, FunctionTool } from "llamaindex";
|
||||
import { OpenAI } from "@llamaindex/openai";
|
||||
import { z } from "zod";
|
||||
|
||||
// Create a weather agent
|
||||
const weatherAgent = new FunctionAgent({
|
||||
name: "WeatherAgent",
|
||||
description: "Provides weather information for any city",
|
||||
tools: [
|
||||
FunctionTool.from(
|
||||
({ city }: { city: string }) => `The weather in ${city} is sunny`,
|
||||
{
|
||||
name: "fetchWeather",
|
||||
description: "Get weather information for a city",
|
||||
parameters: z.object({
|
||||
city: z.string(),
|
||||
}),
|
||||
}
|
||||
),
|
||||
],
|
||||
llm: new OpenAI({ model: "gpt-4o-mini" }),
|
||||
});
|
||||
|
||||
// Create a joke-telling agent
|
||||
const jokeAgent = new FunctionAgent({
|
||||
name: "JokeAgent",
|
||||
description: "Tells jokes and funny stories",
|
||||
tools: [jokeTool], // Using the joke tool defined earlier
|
||||
llm: new OpenAI({ model: "gpt-4o-mini" }),
|
||||
canHandoffTo: [weatherAgent], // Can hand off to the weather agent
|
||||
});
|
||||
|
||||
// Create the multi-agent workflow
|
||||
const workflow = new AgentWorkflow({
|
||||
agents: [jokeAgent, weatherAgent],
|
||||
rootAgent: jokeAgent, // Start with the joke agent
|
||||
});
|
||||
|
||||
// Run the workflow
|
||||
const result = await workflow.run(
|
||||
"Give me a morning greeting with a joke and the weather in San Francisco"
|
||||
);
|
||||
```
|
||||
|
||||
The workflow will coordinate between agents, allowing them to handle different aspects of the request and hand off tasks when appropriate.
|
||||
|
||||
@@ -1,24 +1,5 @@
|
||||
# @llamaindex/cloudflare-worker-agent-test
|
||||
|
||||
## 0.0.140
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- llamaindex@0.9.6
|
||||
|
||||
## 0.0.139
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- llamaindex@0.9.5
|
||||
|
||||
## 0.0.138
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [cb021e7]
|
||||
- llamaindex@0.9.4
|
||||
|
||||
## 0.0.137
|
||||
|
||||
### Patch Changes
|
||||
|
||||
@@ -1,6 +1,6 @@
|
||||
{
|
||||
"name": "@llamaindex/cloudflare-worker-agent-test",
|
||||
"version": "0.0.140",
|
||||
"version": "0.0.137",
|
||||
"type": "module",
|
||||
"private": true,
|
||||
"scripts": {
|
||||
|
||||
@@ -1,23 +1,5 @@
|
||||
# @llamaindex/llama-parse-browser-test
|
||||
|
||||
## 0.0.51
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- @llamaindex/cloud@3.0.6
|
||||
|
||||
## 0.0.50
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- @llamaindex/cloud@3.0.5
|
||||
|
||||
## 0.0.49
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- @llamaindex/cloud@3.0.4
|
||||
|
||||
## 0.0.48
|
||||
|
||||
### Patch Changes
|
||||
|
||||
@@ -1,7 +1,7 @@
|
||||
{
|
||||
"name": "@llamaindex/llama-parse-browser-test",
|
||||
"private": true,
|
||||
"version": "0.0.51",
|
||||
"version": "0.0.48",
|
||||
"type": "module",
|
||||
"scripts": {
|
||||
"dev": "vite",
|
||||
|
||||
@@ -1,24 +1,5 @@
|
||||
# @llamaindex/next-agent-test
|
||||
|
||||
## 0.1.140
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- llamaindex@0.9.6
|
||||
|
||||
## 0.1.139
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- llamaindex@0.9.5
|
||||
|
||||
## 0.1.138
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [cb021e7]
|
||||
- llamaindex@0.9.4
|
||||
|
||||
## 0.1.137
|
||||
|
||||
### Patch Changes
|
||||
|
||||
@@ -1,6 +1,6 @@
|
||||
{
|
||||
"name": "@llamaindex/next-agent-test",
|
||||
"version": "0.1.140",
|
||||
"version": "0.1.137",
|
||||
"private": true,
|
||||
"scripts": {
|
||||
"dev": "next dev",
|
||||
|
||||
@@ -1,24 +1,5 @@
|
||||
# test-edge-runtime
|
||||
|
||||
## 0.1.139
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- llamaindex@0.9.6
|
||||
|
||||
## 0.1.138
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- llamaindex@0.9.5
|
||||
|
||||
## 0.1.137
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [cb021e7]
|
||||
- llamaindex@0.9.4
|
||||
|
||||
## 0.1.136
|
||||
|
||||
### Patch Changes
|
||||
|
||||
@@ -1,6 +1,6 @@
|
||||
{
|
||||
"name": "@llamaindex/nextjs-edge-runtime-test",
|
||||
"version": "0.1.139",
|
||||
"version": "0.1.136",
|
||||
"private": true,
|
||||
"scripts": {
|
||||
"dev": "next dev",
|
||||
@@ -8,7 +8,7 @@
|
||||
"start": "next start"
|
||||
},
|
||||
"dependencies": {
|
||||
"llamaindex": "workspace:*",
|
||||
"llamaindex": "0.9.3",
|
||||
"next": "15.1.7",
|
||||
"react": "^18.3.1",
|
||||
"react-dom": "^18.3.1"
|
||||
|
||||
@@ -1,30 +1,5 @@
|
||||
# @llamaindex/next-node-runtime
|
||||
|
||||
## 0.1.6
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- llamaindex@0.9.6
|
||||
- @llamaindex/huggingface@0.0.41
|
||||
- @llamaindex/readers@2.0.5
|
||||
|
||||
## 0.1.5
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- llamaindex@0.9.5
|
||||
- @llamaindex/huggingface@0.0.40
|
||||
- @llamaindex/readers@2.0.4
|
||||
|
||||
## 0.1.4
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [cb021e7]
|
||||
- llamaindex@0.9.4
|
||||
- @llamaindex/huggingface@0.0.39
|
||||
- @llamaindex/readers@2.0.3
|
||||
|
||||
## 0.1.3
|
||||
|
||||
### Patch Changes
|
||||
|
||||
@@ -1,6 +1,6 @@
|
||||
{
|
||||
"name": "@llamaindex/next-node-runtime-test",
|
||||
"version": "0.1.6",
|
||||
"version": "0.1.3",
|
||||
"private": true,
|
||||
"scripts": {
|
||||
"dev": "next dev",
|
||||
|
||||
@@ -1,24 +1,5 @@
|
||||
# vite-import-llamaindex
|
||||
|
||||
## 0.0.6
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- llamaindex@0.9.6
|
||||
|
||||
## 0.0.5
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- llamaindex@0.9.5
|
||||
|
||||
## 0.0.4
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [cb021e7]
|
||||
- llamaindex@0.9.4
|
||||
|
||||
## 0.0.3
|
||||
|
||||
### Patch Changes
|
||||
|
||||
@@ -1,7 +1,7 @@
|
||||
{
|
||||
"name": "vite-import-llamaindex",
|
||||
"private": true,
|
||||
"version": "0.0.6",
|
||||
"version": "0.0.3",
|
||||
"type": "module",
|
||||
"scripts": {
|
||||
"build": "vite build",
|
||||
|
||||
@@ -1,24 +1,5 @@
|
||||
# @llamaindex/waku-query-engine-test
|
||||
|
||||
## 0.0.140
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- llamaindex@0.9.6
|
||||
|
||||
## 0.0.139
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- llamaindex@0.9.5
|
||||
|
||||
## 0.0.138
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [cb021e7]
|
||||
- llamaindex@0.9.4
|
||||
|
||||
## 0.0.137
|
||||
|
||||
### Patch Changes
|
||||
|
||||
@@ -1,6 +1,6 @@
|
||||
{
|
||||
"name": "@llamaindex/waku-query-engine-test",
|
||||
"version": "0.0.140",
|
||||
"version": "0.0.137",
|
||||
"type": "module",
|
||||
"private": true,
|
||||
"scripts": {
|
||||
|
||||
@@ -1,123 +1,5 @@
|
||||
# examples
|
||||
|
||||
## 0.2.5
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [5668970]
|
||||
- Updated dependencies [fd74ba4]
|
||||
- @llamaindex/core@0.5.5
|
||||
- @llamaindex/workflow@0.0.12
|
||||
- @llamaindex/voyage-ai@1.0.2
|
||||
- @llamaindex/cloud@3.0.6
|
||||
- llamaindex@0.9.6
|
||||
- @llamaindex/node-parser@1.0.5
|
||||
- @llamaindex/anthropic@0.2.3
|
||||
- @llamaindex/clip@0.0.41
|
||||
- @llamaindex/cohere@0.0.10
|
||||
- @llamaindex/deepinfra@0.0.41
|
||||
- @llamaindex/google@0.0.12
|
||||
- @llamaindex/huggingface@0.0.41
|
||||
- @llamaindex/mistral@0.0.10
|
||||
- @llamaindex/mixedbread@0.0.10
|
||||
- @llamaindex/ollama@0.0.45
|
||||
- @llamaindex/openai@0.1.57
|
||||
- @llamaindex/portkey-ai@0.0.38
|
||||
- @llamaindex/replicate@0.0.38
|
||||
- @llamaindex/astra@0.0.10
|
||||
- @llamaindex/azure@0.1.5
|
||||
- @llamaindex/chroma@0.0.10
|
||||
- @llamaindex/firestore@1.0.3
|
||||
- @llamaindex/milvus@0.1.5
|
||||
- @llamaindex/mongodb@0.0.10
|
||||
- @llamaindex/pinecone@0.0.10
|
||||
- @llamaindex/postgres@0.0.38
|
||||
- @llamaindex/qdrant@0.1.5
|
||||
- @llamaindex/upstash@0.0.10
|
||||
- @llamaindex/weaviate@0.0.10
|
||||
- @llamaindex/vercel@0.0.16
|
||||
- @llamaindex/readers@2.0.5
|
||||
- @llamaindex/groq@0.0.56
|
||||
- @llamaindex/vllm@0.0.27
|
||||
|
||||
## 0.2.4
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [ad3c7f1]
|
||||
- @llamaindex/core@0.5.4
|
||||
- @llamaindex/cloud@3.0.5
|
||||
- llamaindex@0.9.5
|
||||
- @llamaindex/node-parser@1.0.4
|
||||
- @llamaindex/anthropic@0.2.2
|
||||
- @llamaindex/clip@0.0.40
|
||||
- @llamaindex/cohere@0.0.9
|
||||
- @llamaindex/deepinfra@0.0.40
|
||||
- @llamaindex/google@0.0.11
|
||||
- @llamaindex/huggingface@0.0.40
|
||||
- @llamaindex/mistral@0.0.9
|
||||
- @llamaindex/mixedbread@0.0.9
|
||||
- @llamaindex/ollama@0.0.44
|
||||
- @llamaindex/openai@0.1.56
|
||||
- @llamaindex/portkey-ai@0.0.37
|
||||
- @llamaindex/replicate@0.0.37
|
||||
- @llamaindex/astra@0.0.9
|
||||
- @llamaindex/azure@0.1.4
|
||||
- @llamaindex/chroma@0.0.9
|
||||
- @llamaindex/firestore@1.0.2
|
||||
- @llamaindex/milvus@0.1.4
|
||||
- @llamaindex/mongodb@0.0.9
|
||||
- @llamaindex/pinecone@0.0.9
|
||||
- @llamaindex/postgres@0.0.37
|
||||
- @llamaindex/qdrant@0.1.4
|
||||
- @llamaindex/upstash@0.0.9
|
||||
- @llamaindex/weaviate@0.0.9
|
||||
- @llamaindex/vercel@0.0.15
|
||||
- @llamaindex/voyage-ai@1.0.1
|
||||
- @llamaindex/readers@2.0.4
|
||||
- @llamaindex/groq@0.0.55
|
||||
- @llamaindex/vllm@0.0.26
|
||||
|
||||
## 0.2.3
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [cb256f2]
|
||||
- Updated dependencies [cb021e7]
|
||||
- Updated dependencies [0346391]
|
||||
- @llamaindex/openai@0.1.55
|
||||
- @llamaindex/core@0.5.3
|
||||
- llamaindex@0.9.4
|
||||
- @llamaindex/voyage-ai@1.0.0
|
||||
- @llamaindex/clip@0.0.39
|
||||
- @llamaindex/deepinfra@0.0.39
|
||||
- @llamaindex/groq@0.0.54
|
||||
- @llamaindex/huggingface@0.0.39
|
||||
- @llamaindex/azure@0.1.3
|
||||
- @llamaindex/milvus@0.1.3
|
||||
- @llamaindex/qdrant@0.1.3
|
||||
- @llamaindex/vllm@0.0.25
|
||||
- @llamaindex/cloud@3.0.4
|
||||
- @llamaindex/node-parser@1.0.3
|
||||
- @llamaindex/anthropic@0.2.1
|
||||
- @llamaindex/cohere@0.0.8
|
||||
- @llamaindex/google@0.0.10
|
||||
- @llamaindex/mistral@0.0.8
|
||||
- @llamaindex/mixedbread@0.0.8
|
||||
- @llamaindex/ollama@0.0.43
|
||||
- @llamaindex/portkey-ai@0.0.36
|
||||
- @llamaindex/replicate@0.0.36
|
||||
- @llamaindex/astra@0.0.8
|
||||
- @llamaindex/chroma@0.0.8
|
||||
- @llamaindex/firestore@1.0.1
|
||||
- @llamaindex/mongodb@0.0.8
|
||||
- @llamaindex/pinecone@0.0.8
|
||||
- @llamaindex/postgres@0.0.36
|
||||
- @llamaindex/upstash@0.0.8
|
||||
- @llamaindex/weaviate@0.0.8
|
||||
- @llamaindex/vercel@0.0.14
|
||||
- @llamaindex/readers@2.0.3
|
||||
|
||||
## 0.2.2
|
||||
|
||||
### Patch Changes
|
||||
|
||||
@@ -1,83 +0,0 @@
|
||||
import { OpenAI } from "@llamaindex/openai";
|
||||
import fs from "fs";
|
||||
import {
|
||||
AgentToolCall,
|
||||
AgentToolCallResult,
|
||||
AgentWorkflow,
|
||||
FunctionAgent,
|
||||
FunctionTool,
|
||||
} from "llamaindex";
|
||||
import os from "os";
|
||||
import { z } from "zod";
|
||||
|
||||
import { WikipediaTool } from "../wiki";
|
||||
const llm = new OpenAI({
|
||||
model: "gpt-4o-mini",
|
||||
});
|
||||
|
||||
const saveFileTool = FunctionTool.from(
|
||||
({ content }: { content: string }) => {
|
||||
const filePath = os.tmpdir() + "/report.md";
|
||||
fs.writeFileSync(filePath, content);
|
||||
return `File saved successfully at ${filePath}`;
|
||||
},
|
||||
{
|
||||
name: "saveFile",
|
||||
description:
|
||||
"Save the written content into a file that can be downloaded by the user",
|
||||
parameters: z.object({
|
||||
content: z.string({
|
||||
description: "The content to save into a file",
|
||||
}),
|
||||
}),
|
||||
},
|
||||
);
|
||||
|
||||
async function main() {
|
||||
const reportAgent = new FunctionAgent({
|
||||
name: "ReportAgent",
|
||||
description:
|
||||
"Responsible for crafting well-written blog posts based on research findings",
|
||||
systemPrompt: `You are a professional writer. Your task is to create an engaging blog post using the research content provided. Once complete, save the post to a file using the saveFile tool.`,
|
||||
tools: [saveFileTool],
|
||||
llm,
|
||||
});
|
||||
|
||||
const researchAgent = new FunctionAgent({
|
||||
name: "ResearchAgent",
|
||||
description:
|
||||
"Responsible for gathering relevant information from the internet",
|
||||
systemPrompt: `You are a research agent. Your role is to gather information from the internet using the provided tools and then transfer this information to the report agent for content creation.`,
|
||||
tools: [new WikipediaTool()],
|
||||
canHandoffTo: [reportAgent],
|
||||
llm,
|
||||
});
|
||||
|
||||
const workflow = new AgentWorkflow({
|
||||
agents: [researchAgent, reportAgent],
|
||||
rootAgent: researchAgent,
|
||||
});
|
||||
|
||||
const context = workflow.run("Write a blog post about history of LLM");
|
||||
|
||||
let finalResult;
|
||||
for await (const event of context) {
|
||||
if (event instanceof AgentToolCall) {
|
||||
console.log(
|
||||
`[Agent ${event.displayName}] executing tool ${event.data.toolName} with parameters ${JSON.stringify(
|
||||
event.data.toolKwargs,
|
||||
)}`,
|
||||
);
|
||||
} else if (event instanceof AgentToolCallResult) {
|
||||
console.log(
|
||||
`[Agent ${event.displayName}] executed tool ${event.data.toolName} with result ${event.data.toolOutput.result}`,
|
||||
);
|
||||
}
|
||||
finalResult = event;
|
||||
}
|
||||
console.log("Final result:", finalResult?.data);
|
||||
}
|
||||
|
||||
main().catch((error) => {
|
||||
console.error("Error:", error);
|
||||
});
|
||||
@@ -1,110 +0,0 @@
|
||||
/**
|
||||
* This example shows how to use AgentWorkflow with multiple agents
|
||||
* 1. FetchWeatherAgent - Fetches the weather in a city
|
||||
* 2. TemperatureConverterAgent - Converts the temperature from Fahrenheit to Celsius
|
||||
*/
|
||||
import { OpenAI } from "@llamaindex/openai";
|
||||
import { StopEvent } from "@llamaindex/workflow";
|
||||
import {
|
||||
AgentInput,
|
||||
AgentOutput,
|
||||
AgentStream,
|
||||
AgentToolCall,
|
||||
AgentToolCallResult,
|
||||
AgentWorkflow,
|
||||
FunctionAgent,
|
||||
FunctionTool,
|
||||
} from "llamaindex";
|
||||
import { z } from "zod";
|
||||
|
||||
const llm = new OpenAI({
|
||||
model: "gpt-4o-mini",
|
||||
});
|
||||
|
||||
// Define tools for the agents
|
||||
const temperatureConverterTool = FunctionTool.from(
|
||||
({ temperature }: { temperature: number }) => {
|
||||
return ((temperature - 32) * 5) / 9;
|
||||
},
|
||||
{
|
||||
description: "Convert a temperature from Fahrenheit to Celsius",
|
||||
name: "fahrenheitToCelsius",
|
||||
parameters: z.object({
|
||||
temperature: z.number({
|
||||
description: "The temperature in Fahrenheit",
|
||||
}),
|
||||
}),
|
||||
},
|
||||
);
|
||||
|
||||
const temperatureFetcherTool = FunctionTool.from(
|
||||
({ city }: { city: string }) => {
|
||||
const temperature = Math.floor(Math.random() * 58) + 32;
|
||||
return `The current temperature in ${city} is ${temperature}°F`;
|
||||
},
|
||||
{
|
||||
description: "Fetch the temperature (in Fahrenheit) for a city",
|
||||
name: "fetchTemperature",
|
||||
parameters: z.object({
|
||||
city: z.string({
|
||||
description: "The city to fetch the temperature for",
|
||||
}),
|
||||
}),
|
||||
},
|
||||
);
|
||||
|
||||
// Create agents
|
||||
async function multiWeatherAgent() {
|
||||
const converterAgent = new FunctionAgent({
|
||||
name: "TemperatureConverterAgent",
|
||||
description:
|
||||
"An agent that can convert temperatures from Fahrenheit to Celsius.",
|
||||
tools: [temperatureConverterTool],
|
||||
llm,
|
||||
});
|
||||
|
||||
const weatherAgent = new FunctionAgent({
|
||||
name: "FetchWeatherAgent",
|
||||
description: "An agent that can get the weather in a city. ",
|
||||
systemPrompt:
|
||||
"If you can't answer the user question, hand off to other agents.",
|
||||
tools: [temperatureFetcherTool],
|
||||
llm,
|
||||
// Define which next agents can be called next if this agent cannot complete the task
|
||||
// Can be passed as agent name, e.g. "TemperatureConverterAgent"
|
||||
canHandoffTo: [converterAgent],
|
||||
});
|
||||
|
||||
// Create agent workflow with the agents
|
||||
const workflow = new AgentWorkflow({
|
||||
agents: [weatherAgent, converterAgent],
|
||||
rootAgent: weatherAgent,
|
||||
verbose: false,
|
||||
});
|
||||
|
||||
// Ask the agent to get the weather in a city
|
||||
const context = workflow.run(
|
||||
"What is the weather in San Francisco in Celsius?",
|
||||
);
|
||||
// Stream the events
|
||||
for await (const event of context) {
|
||||
// These events might be useful for UI
|
||||
if (
|
||||
event instanceof AgentToolCall ||
|
||||
event instanceof AgentToolCallResult ||
|
||||
event instanceof AgentOutput ||
|
||||
event instanceof AgentInput ||
|
||||
event instanceof StopEvent
|
||||
) {
|
||||
console.log(event);
|
||||
} else if (event instanceof AgentStream) {
|
||||
for (const chunk of event.data.delta) {
|
||||
process.stdout.write(chunk);
|
||||
}
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
multiWeatherAgent().catch((error) => {
|
||||
console.error("Error:", error);
|
||||
});
|
||||
@@ -1,37 +0,0 @@
|
||||
/**
|
||||
* This example shows how to use AgentWorkflow as a single agent with tools
|
||||
*/
|
||||
import { OpenAI } from "@llamaindex/openai";
|
||||
import { AgentWorkflow } from "llamaindex";
|
||||
import { getWeatherTool } from "../agent/utils/tools";
|
||||
|
||||
const llm = new OpenAI({
|
||||
model: "gpt-4o",
|
||||
});
|
||||
|
||||
async function singleWeatherAgent() {
|
||||
const workflow = AgentWorkflow.fromTools({
|
||||
tools: [getWeatherTool],
|
||||
llm,
|
||||
verbose: false,
|
||||
});
|
||||
|
||||
const workflowContext = workflow.run(
|
||||
"What's the weather like in San Francisco?",
|
||||
);
|
||||
const sfResult = await workflowContext;
|
||||
// The weather in San Francisco, CA is currently sunny.
|
||||
console.log(`${JSON.stringify(sfResult, null, 2)}`);
|
||||
|
||||
// Reuse the context from the previous run
|
||||
const workflowContext2 = workflow.run("Compare it with California?", {
|
||||
context: workflowContext.data,
|
||||
});
|
||||
const caResult = await workflowContext2;
|
||||
// Both San Francisco and California are currently experiencing sunny weather.
|
||||
console.log(`${JSON.stringify(caResult, null, 2)}`);
|
||||
}
|
||||
|
||||
singleWeatherAgent().catch((error) => {
|
||||
console.error("Error:", error);
|
||||
});
|
||||
@@ -1,25 +0,0 @@
|
||||
import { LLMAgent } from "llamaindex";
|
||||
import { stdin as input, stdout as output } from "node:process";
|
||||
import readline from "node:readline/promises";
|
||||
|
||||
const agent = new LLMAgent({ tools: [] });
|
||||
|
||||
(async () => {
|
||||
const rl = readline.createInterface({ input, output });
|
||||
|
||||
while (true) {
|
||||
const query = await rl.question("User: ");
|
||||
|
||||
const startTime = Date.now();
|
||||
const stream = await agent.chat({ message: query, stream: true });
|
||||
const timeToGetFirstChunk = Date.now() - startTime;
|
||||
process.stdout.write(
|
||||
`Time to get first chunk from LLMAgent: ${timeToGetFirstChunk}ms\n`,
|
||||
);
|
||||
process.stdout.write("Assistant with LLMAgent: ");
|
||||
for await (const chunk of stream) {
|
||||
process.stdout.write(chunk.response);
|
||||
}
|
||||
process.stdout.write("\n");
|
||||
}
|
||||
})();
|
||||
+1
-1
@@ -1,7 +1,7 @@
|
||||
import { OpenAI, OpenAIEmbedding } from "@llamaindex/openai";
|
||||
|
||||
(async () => {
|
||||
const llm = new OpenAI({ model: "gpt-4.5-preview", temperature: 0.1 });
|
||||
const llm = new OpenAI({ model: "gpt-4-1106-preview", temperature: 0.1 });
|
||||
|
||||
// complete api
|
||||
const response1 = await llm.complete({ prompt: "How are you?" });
|
||||
|
||||
+35
-36
@@ -1,6 +1,6 @@
|
||||
{
|
||||
"name": "@llamaindex/examples",
|
||||
"version": "0.2.5",
|
||||
"version": "0.2.2",
|
||||
"private": true,
|
||||
"scripts": {
|
||||
"lint": "eslint .",
|
||||
@@ -11,39 +11,39 @@
|
||||
"@azure/cosmos": "^4.1.1",
|
||||
"@azure/identity": "^4.4.1",
|
||||
"@azure/search-documents": "^12.1.0",
|
||||
"@llamaindex/anthropic": "^0.2.3",
|
||||
"@llamaindex/astra": "^0.0.10",
|
||||
"@llamaindex/azure": "^0.1.5",
|
||||
"@llamaindex/chroma": "^0.0.10",
|
||||
"@llamaindex/clip": "^0.0.41",
|
||||
"@llamaindex/cloud": "^3.0.6",
|
||||
"@llamaindex/cohere": "^0.0.10",
|
||||
"@llamaindex/core": "^0.5.5",
|
||||
"@llamaindex/deepinfra": "^0.0.41",
|
||||
"@llamaindex/anthropic": "^0.2.0",
|
||||
"@llamaindex/astra": "^0.0.7",
|
||||
"@llamaindex/azure": "^0.1.2",
|
||||
"@llamaindex/chroma": "^0.0.7",
|
||||
"@llamaindex/clip": "^0.0.38",
|
||||
"@llamaindex/cloud": "^3.0.3",
|
||||
"@llamaindex/cohere": "^0.0.7",
|
||||
"@llamaindex/core": "^0.5.2",
|
||||
"@llamaindex/deepinfra": "^0.0.38",
|
||||
"@llamaindex/env": "^0.1.28",
|
||||
"@llamaindex/firestore": "^1.0.3",
|
||||
"@llamaindex/google": "^0.0.12",
|
||||
"@llamaindex/groq": "^0.0.56",
|
||||
"@llamaindex/huggingface": "^0.0.41",
|
||||
"@llamaindex/milvus": "^0.1.5",
|
||||
"@llamaindex/mistral": "^0.0.10",
|
||||
"@llamaindex/mixedbread": "^0.0.10",
|
||||
"@llamaindex/mongodb": "^0.0.10",
|
||||
"@llamaindex/node-parser": "^1.0.5",
|
||||
"@llamaindex/ollama": "^0.0.45",
|
||||
"@llamaindex/openai": "^0.1.57",
|
||||
"@llamaindex/pinecone": "^0.0.10",
|
||||
"@llamaindex/portkey-ai": "^0.0.38",
|
||||
"@llamaindex/postgres": "^0.0.38",
|
||||
"@llamaindex/qdrant": "^0.1.5",
|
||||
"@llamaindex/readers": "^2.0.5",
|
||||
"@llamaindex/replicate": "^0.0.38",
|
||||
"@llamaindex/upstash": "^0.0.10",
|
||||
"@llamaindex/vercel": "^0.0.16",
|
||||
"@llamaindex/vllm": "^0.0.27",
|
||||
"@llamaindex/voyage-ai": "^1.0.2",
|
||||
"@llamaindex/weaviate": "^0.0.10",
|
||||
"@llamaindex/workflow": "^0.0.12",
|
||||
"@llamaindex/firestore": "^1.0.0",
|
||||
"@llamaindex/google": "^0.0.9",
|
||||
"@llamaindex/groq": "^0.0.53",
|
||||
"@llamaindex/huggingface": "^0.0.38",
|
||||
"@llamaindex/milvus": "^0.1.2",
|
||||
"@llamaindex/mistral": "^0.0.7",
|
||||
"@llamaindex/mixedbread": "^0.0.7",
|
||||
"@llamaindex/mongodb": "^0.0.7",
|
||||
"@llamaindex/node-parser": "^1.0.2",
|
||||
"@llamaindex/ollama": "^0.0.42",
|
||||
"@llamaindex/openai": "^0.1.54",
|
||||
"@llamaindex/pinecone": "^0.0.7",
|
||||
"@llamaindex/portkey-ai": "^0.0.35",
|
||||
"@llamaindex/postgres": "^0.0.35",
|
||||
"@llamaindex/qdrant": "^0.1.2",
|
||||
"@llamaindex/readers": "^2.0.2",
|
||||
"@llamaindex/replicate": "^0.0.35",
|
||||
"@llamaindex/upstash": "^0.0.7",
|
||||
"@llamaindex/vercel": "^0.0.13",
|
||||
"@llamaindex/vllm": "^0.0.24",
|
||||
"@llamaindex/voyage-ai": "^0.0.1",
|
||||
"@llamaindex/weaviate": "^0.0.7",
|
||||
"@llamaindex/workflow": "^0.0.11",
|
||||
"@notionhq/client": "^2.2.15",
|
||||
"@pinecone-database/pinecone": "^4.0.0",
|
||||
"@vercel/postgres": "^0.10.0",
|
||||
@@ -52,12 +52,11 @@
|
||||
"commander": "^12.1.0",
|
||||
"dotenv": "^16.4.5",
|
||||
"js-tiktoken": "^1.0.14",
|
||||
"llamaindex": "^0.9.6",
|
||||
"llamaindex": "^0.9.3",
|
||||
"mongodb": "6.7.0",
|
||||
"pathe": "^1.1.2",
|
||||
"postgres": "^3.4.4",
|
||||
"wikipedia": "^2.1.2",
|
||||
"zod": "^3.23.8"
|
||||
"wikipedia": "^2.1.2"
|
||||
},
|
||||
"devDependencies": {
|
||||
"@types/node": "^22.9.0",
|
||||
|
||||
@@ -15,7 +15,7 @@ async function main() {
|
||||
tools: [
|
||||
{
|
||||
metadata: {
|
||||
name: "wikipedia_search",
|
||||
name: "wikipedia_tool",
|
||||
description: "A tool that uses a query engine to search Wikipedia.",
|
||||
parameters: {
|
||||
type: "object",
|
||||
|
||||
+1
-1
@@ -14,7 +14,7 @@ type WikipediaToolParams = {
|
||||
};
|
||||
|
||||
const DEFAULT_META_DATA: ToolMetadata<JSONSchemaType<WikipediaParameter>> = {
|
||||
name: "wikipedia_search",
|
||||
name: "wikipedia_tool",
|
||||
description: "A tool that uses a query engine to search Wikipedia.",
|
||||
parameters: {
|
||||
type: "object",
|
||||
|
||||
@@ -1,24 +1,5 @@
|
||||
# @llamaindex/autotool
|
||||
|
||||
## 6.0.6
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- llamaindex@0.9.6
|
||||
|
||||
## 6.0.5
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- llamaindex@0.9.5
|
||||
|
||||
## 6.0.4
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [cb021e7]
|
||||
- llamaindex@0.9.4
|
||||
|
||||
## 6.0.3
|
||||
|
||||
### Patch Changes
|
||||
|
||||
@@ -1,27 +1,5 @@
|
||||
# @llamaindex/autotool-01-node-example
|
||||
|
||||
## 0.0.87
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- llamaindex@0.9.6
|
||||
- @llamaindex/autotool@6.0.6
|
||||
|
||||
## 0.0.86
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- llamaindex@0.9.5
|
||||
- @llamaindex/autotool@6.0.5
|
||||
|
||||
## 0.0.85
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [cb021e7]
|
||||
- llamaindex@0.9.4
|
||||
- @llamaindex/autotool@6.0.4
|
||||
|
||||
## 0.0.84
|
||||
|
||||
### Patch Changes
|
||||
|
||||
@@ -13,5 +13,5 @@
|
||||
"scripts": {
|
||||
"start": "node --import tsx --import @llamaindex/autotool/node ./src/index.ts"
|
||||
},
|
||||
"version": "0.0.87"
|
||||
"version": "0.0.84"
|
||||
}
|
||||
|
||||
@@ -1,27 +1,5 @@
|
||||
# @llamaindex/autotool-02-next-example
|
||||
|
||||
## 0.1.131
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- llamaindex@0.9.6
|
||||
- @llamaindex/autotool@6.0.6
|
||||
|
||||
## 0.1.130
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- llamaindex@0.9.5
|
||||
- @llamaindex/autotool@6.0.5
|
||||
|
||||
## 0.1.129
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [cb021e7]
|
||||
- llamaindex@0.9.4
|
||||
- @llamaindex/autotool@6.0.4
|
||||
|
||||
## 0.1.128
|
||||
|
||||
### Patch Changes
|
||||
|
||||
@@ -1,7 +1,7 @@
|
||||
{
|
||||
"name": "@llamaindex/autotool-02-next-example",
|
||||
"private": true,
|
||||
"version": "0.1.131",
|
||||
"version": "0.1.128",
|
||||
"scripts": {
|
||||
"dev": "next dev",
|
||||
"build": "next build",
|
||||
|
||||
@@ -6,7 +6,7 @@
|
||||
"url": "git+https://github.com/run-llama/LlamaIndexTS.git",
|
||||
"directory": "packages/autotool"
|
||||
},
|
||||
"version": "6.0.6",
|
||||
"version": "6.0.3",
|
||||
"description": "auto transpile your JS function to LLM Agent compatible",
|
||||
"files": [
|
||||
"dist",
|
||||
|
||||
@@ -1,26 +1,5 @@
|
||||
# @llamaindex/cloud
|
||||
|
||||
## 3.0.6
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [5668970]
|
||||
- @llamaindex/core@0.5.5
|
||||
|
||||
## 3.0.5
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [ad3c7f1]
|
||||
- @llamaindex/core@0.5.4
|
||||
|
||||
## 3.0.4
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [cb021e7]
|
||||
- @llamaindex/core@0.5.3
|
||||
|
||||
## 3.0.3
|
||||
|
||||
### Patch Changes
|
||||
|
||||
@@ -1,6 +1,6 @@
|
||||
{
|
||||
"name": "@llamaindex/cloud",
|
||||
"version": "3.0.6",
|
||||
"version": "3.0.3",
|
||||
"type": "module",
|
||||
"license": "MIT",
|
||||
"scripts": {
|
||||
|
||||
@@ -1,27 +1,5 @@
|
||||
# @llamaindex/community
|
||||
|
||||
## 0.0.87
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [5668970]
|
||||
- @llamaindex/core@0.5.5
|
||||
|
||||
## 0.0.86
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [ad3c7f1]
|
||||
- @llamaindex/core@0.5.4
|
||||
|
||||
## 0.0.85
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- 1914b52: Added Claude 3.7 Sonnet support
|
||||
- Updated dependencies [cb021e7]
|
||||
- @llamaindex/core@0.5.3
|
||||
|
||||
## 0.0.84
|
||||
|
||||
### Patch Changes
|
||||
|
||||
@@ -1,7 +1,7 @@
|
||||
{
|
||||
"name": "@llamaindex/community",
|
||||
"description": "Community package for LlamaIndexTS",
|
||||
"version": "0.0.87",
|
||||
"version": "0.0.84",
|
||||
"type": "module",
|
||||
"types": "dist/type/index.d.ts",
|
||||
"main": "dist/cjs/index.js",
|
||||
|
||||
@@ -1,23 +1,5 @@
|
||||
# @llamaindex/core
|
||||
|
||||
## 0.5.5
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- 5668970: feat: Support AgentWorkflow
|
||||
|
||||
## 0.5.4
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- ad3c7f1: fix: streaming issues with LLMAgent
|
||||
|
||||
## 0.5.3
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- cb021e7: feat(node-parser): support async function
|
||||
|
||||
## 0.5.2
|
||||
|
||||
### Patch Changes
|
||||
|
||||
@@ -1,7 +1,7 @@
|
||||
{
|
||||
"name": "@llamaindex/core",
|
||||
"type": "module",
|
||||
"version": "0.5.5",
|
||||
"version": "0.5.2",
|
||||
"description": "LlamaIndex Core Module",
|
||||
"exports": {
|
||||
"./agent": {
|
||||
|
||||
@@ -193,7 +193,7 @@ export abstract class AgentWorker<
|
||||
return new ReadableStream<
|
||||
TaskStepOutput<AI, Store, AdditionalMessageOptions, AdditionalChatOptions>
|
||||
>({
|
||||
pull: async (controller) => {
|
||||
start: async (controller) => {
|
||||
for await (const stepOutput of taskOutputStream) {
|
||||
this.#taskSet.add(stepOutput.taskStep);
|
||||
if (stepOutput.isLast) {
|
||||
@@ -209,31 +209,23 @@ export abstract class AgentWorker<
|
||||
}
|
||||
const { output, taskStep } = stepOutput;
|
||||
if (output instanceof ReadableStream) {
|
||||
let content = "";
|
||||
let options: AdditionalMessageOptions | undefined = undefined;
|
||||
const transformedStream = output.pipeThrough(
|
||||
new TransformStream({
|
||||
transform(chunk, controller) {
|
||||
content += chunk.delta;
|
||||
if (!options && chunk.options) {
|
||||
options = chunk.options;
|
||||
}
|
||||
controller.enqueue(chunk); // Pass the chunk through unchanged
|
||||
},
|
||||
// When stream finishes, store the accumulated message in context
|
||||
flush() {
|
||||
taskStep.context.store.messages = [
|
||||
...taskStep.context.store.messages,
|
||||
{
|
||||
role: "assistant",
|
||||
content,
|
||||
options,
|
||||
},
|
||||
];
|
||||
},
|
||||
}),
|
||||
);
|
||||
stepOutput.output = transformedStream;
|
||||
const [pipStream, finalStream] = output.tee();
|
||||
stepOutput.output = finalStream;
|
||||
const reader = pipStream.getReader();
|
||||
const { value } = await reader.read();
|
||||
reader.releaseLock();
|
||||
let content: string = value!.delta;
|
||||
for await (const chunk of pipStream) {
|
||||
content += chunk.delta;
|
||||
}
|
||||
taskStep.context.store.messages = [
|
||||
...taskStep.context.store.messages,
|
||||
{
|
||||
role: "assistant",
|
||||
content,
|
||||
options: value!.options,
|
||||
},
|
||||
];
|
||||
}
|
||||
controller.enqueue(stepOutput);
|
||||
controller.close();
|
||||
|
||||
@@ -215,10 +215,6 @@ export type ToolMetadata<
|
||||
* @link https://json-schema.org/understanding-json-schema
|
||||
*/
|
||||
parameters?: Parameters;
|
||||
/**
|
||||
* Whether the tool requires workflow context to be passed in.
|
||||
*/
|
||||
requireContext?: boolean;
|
||||
};
|
||||
|
||||
/**
|
||||
|
||||
@@ -59,28 +59,14 @@ export class FunctionTool<T, R extends JSONValue | Promise<JSONValue>>
|
||||
}
|
||||
|
||||
call = (input: T) => {
|
||||
if (this.#metadata.requireContext) {
|
||||
const inputWithContext = input as Record<string, unknown>;
|
||||
if (!inputWithContext.context) {
|
||||
throw new Error(
|
||||
"Tool call requires context, but context parameter is missing",
|
||||
);
|
||||
}
|
||||
}
|
||||
if (this.#zodType) {
|
||||
const result = this.#zodType.safeParse(input);
|
||||
if (result.success) {
|
||||
if (this.#metadata.requireContext) {
|
||||
const { context } = input as Record<string, unknown>;
|
||||
return this.#fn.call(null, { context, ...result.data });
|
||||
} else {
|
||||
return this.#fn.call(null, result.data);
|
||||
}
|
||||
return this.#fn.call(null, result.data);
|
||||
} else {
|
||||
console.warn(result.error.errors);
|
||||
}
|
||||
}
|
||||
|
||||
return this.#fn.call(null, input);
|
||||
};
|
||||
}
|
||||
|
||||
@@ -1,5 +1,4 @@
|
||||
import { LLMAgent, validateAgentParams } from "@llamaindex/core/agent";
|
||||
import { MockLLM } from "@llamaindex/core/utils";
|
||||
import { validateAgentParams } from "@llamaindex/core/agent";
|
||||
import { expect, test } from "vitest";
|
||||
import { ZodError } from "zod";
|
||||
|
||||
@@ -34,62 +33,3 @@ test("validate agent params", () => {
|
||||
],
|
||||
});
|
||||
});
|
||||
|
||||
test("LLMAgent streaming: first chunk should be available immediately", async () => {
|
||||
const responseMessage =
|
||||
"This is a very long response message that should take a while to stream";
|
||||
const timeBetweenToken = 20; // delay time between tokens
|
||||
|
||||
const agent = new LLMAgent({
|
||||
tools: [],
|
||||
llm: new MockLLM({ responseMessage, timeBetweenToken }),
|
||||
});
|
||||
|
||||
const startTime = Date.now();
|
||||
const stream = await agent.chat({ message: "Hello", stream: true });
|
||||
|
||||
let fullResponse = "";
|
||||
let timeToGetFirstChunk: number | undefined;
|
||||
|
||||
for await (const chunk of stream) {
|
||||
expect(chunk).toHaveProperty("delta");
|
||||
fullResponse += chunk.delta;
|
||||
if (timeToGetFirstChunk === undefined) {
|
||||
timeToGetFirstChunk = Date.now() - startTime;
|
||||
}
|
||||
}
|
||||
|
||||
expect(fullResponse).toBe(responseMessage);
|
||||
|
||||
// the first chunk should be available immediately and no need the whole response to be sent
|
||||
expect(timeToGetFirstChunk).toBeLessThan(500);
|
||||
});
|
||||
|
||||
test("LLMAgent create task: first task should be executed immediately", async () => {
|
||||
const responseMessage =
|
||||
"This is a very long response message that should take a while to stream";
|
||||
const timeBetweenToken = 20; // delay time between tokens
|
||||
|
||||
const agent = new LLMAgent({
|
||||
tools: [],
|
||||
llm: new MockLLM({ responseMessage, timeBetweenToken }),
|
||||
});
|
||||
|
||||
const startTime = Date.now();
|
||||
const task = agent.createTask("Write a long paragraph", true, false, []);
|
||||
|
||||
let timeToGetFirstChunk: number | undefined;
|
||||
let output: ReadableStream | undefined;
|
||||
for await (const stepOutput of task) {
|
||||
if (timeToGetFirstChunk === undefined) {
|
||||
timeToGetFirstChunk = Date.now() - startTime;
|
||||
}
|
||||
if (stepOutput.output instanceof ReadableStream) {
|
||||
output = stepOutput.output;
|
||||
}
|
||||
}
|
||||
|
||||
expect(timeToGetFirstChunk).toBeLessThan(500);
|
||||
expect(output).toBeDefined();
|
||||
expect(output).toBeInstanceOf(ReadableStream);
|
||||
});
|
||||
|
||||
@@ -1,24 +1,5 @@
|
||||
# @llamaindex/experimental
|
||||
|
||||
## 0.0.156
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- llamaindex@0.9.6
|
||||
|
||||
## 0.0.155
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- llamaindex@0.9.5
|
||||
|
||||
## 0.0.154
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [cb021e7]
|
||||
- llamaindex@0.9.4
|
||||
|
||||
## 0.0.153
|
||||
|
||||
### Patch Changes
|
||||
|
||||
@@ -1,7 +1,7 @@
|
||||
{
|
||||
"name": "@llamaindex/experimental",
|
||||
"description": "Experimental package for LlamaIndexTS",
|
||||
"version": "0.0.156",
|
||||
"version": "0.0.153",
|
||||
"type": "module",
|
||||
"types": "dist/type/index.d.ts",
|
||||
"main": "dist/cjs/index.js",
|
||||
|
||||
@@ -1,38 +1,5 @@
|
||||
# llamaindex
|
||||
|
||||
## 0.9.6
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [5668970]
|
||||
- @llamaindex/core@0.5.5
|
||||
- @llamaindex/workflow@0.0.12
|
||||
- @llamaindex/cloud@3.0.6
|
||||
- @llamaindex/node-parser@1.0.5
|
||||
- @llamaindex/openai@0.1.57
|
||||
|
||||
## 0.9.5
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [ad3c7f1]
|
||||
- @llamaindex/core@0.5.4
|
||||
- @llamaindex/cloud@3.0.5
|
||||
- @llamaindex/node-parser@1.0.4
|
||||
- @llamaindex/openai@0.1.56
|
||||
|
||||
## 0.9.4
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- cb021e7: feat(node-parser): support async function
|
||||
- Updated dependencies [cb256f2]
|
||||
- Updated dependencies [cb021e7]
|
||||
- @llamaindex/openai@0.1.55
|
||||
- @llamaindex/core@0.5.3
|
||||
- @llamaindex/cloud@3.0.4
|
||||
- @llamaindex/node-parser@1.0.3
|
||||
|
||||
## 0.9.3
|
||||
|
||||
### Patch Changes
|
||||
|
||||
@@ -1,6 +1,6 @@
|
||||
{
|
||||
"name": "llamaindex",
|
||||
"version": "0.9.6",
|
||||
"version": "0.9.3",
|
||||
"license": "MIT",
|
||||
"type": "module",
|
||||
"keywords": [
|
||||
@@ -25,7 +25,6 @@
|
||||
"@llamaindex/env": "workspace:*",
|
||||
"@llamaindex/node-parser": "workspace:*",
|
||||
"@llamaindex/openai": "workspace:*",
|
||||
"@llamaindex/workflow": "workspace:*",
|
||||
"@types/lodash": "^4.17.7",
|
||||
"@types/node": "^22.9.0",
|
||||
"ajv": "^8.17.1",
|
||||
|
||||
@@ -65,7 +65,6 @@ export * from "@llamaindex/core/storage/doc-store";
|
||||
export * from "@llamaindex/core/storage/index-store";
|
||||
export * from "@llamaindex/core/storage/kv-store";
|
||||
export * from "@llamaindex/core/utils";
|
||||
export * from "@llamaindex/workflow/agent";
|
||||
export * from "./agent/index.js";
|
||||
export * from "./cloud/index.js";
|
||||
export * from "./embeddings/index.js";
|
||||
|
||||
@@ -1,26 +1,5 @@
|
||||
# @llamaindex/node-parser
|
||||
|
||||
## 1.0.5
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [5668970]
|
||||
- @llamaindex/core@0.5.5
|
||||
|
||||
## 1.0.4
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [ad3c7f1]
|
||||
- @llamaindex/core@0.5.4
|
||||
|
||||
## 1.0.3
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [cb021e7]
|
||||
- @llamaindex/core@0.5.3
|
||||
|
||||
## 1.0.2
|
||||
|
||||
### Patch Changes
|
||||
|
||||
@@ -1,6 +1,6 @@
|
||||
{
|
||||
"name": "@llamaindex/node-parser",
|
||||
"version": "1.0.5",
|
||||
"version": "1.0.2",
|
||||
"description": "Node parser for LlamaIndex",
|
||||
"type": "module",
|
||||
"exports": {
|
||||
|
||||
@@ -1,26 +1,5 @@
|
||||
# @llamaindex/anthropic
|
||||
|
||||
## 0.2.3
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [5668970]
|
||||
- @llamaindex/core@0.5.5
|
||||
|
||||
## 0.2.2
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [ad3c7f1]
|
||||
- @llamaindex/core@0.5.4
|
||||
|
||||
## 0.2.1
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [cb021e7]
|
||||
- @llamaindex/core@0.5.3
|
||||
|
||||
## 0.2.0
|
||||
|
||||
### Minor Changes
|
||||
|
||||
@@ -1,7 +1,7 @@
|
||||
{
|
||||
"name": "@llamaindex/anthropic",
|
||||
"description": "Anthropic Adapter for LlamaIndex",
|
||||
"version": "0.2.3",
|
||||
"version": "0.2.0",
|
||||
"type": "module",
|
||||
"main": "./dist/index.cjs",
|
||||
"module": "./dist/index.js",
|
||||
|
||||
@@ -1,30 +1,5 @@
|
||||
# @llamaindex/clip
|
||||
|
||||
## 0.0.41
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [5668970]
|
||||
- @llamaindex/core@0.5.5
|
||||
- @llamaindex/openai@0.1.57
|
||||
|
||||
## 0.0.40
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [ad3c7f1]
|
||||
- @llamaindex/core@0.5.4
|
||||
- @llamaindex/openai@0.1.56
|
||||
|
||||
## 0.0.39
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [cb256f2]
|
||||
- Updated dependencies [cb021e7]
|
||||
- @llamaindex/openai@0.1.55
|
||||
- @llamaindex/core@0.5.3
|
||||
|
||||
## 0.0.38
|
||||
|
||||
### Patch Changes
|
||||
|
||||
@@ -1,7 +1,7 @@
|
||||
{
|
||||
"name": "@llamaindex/clip",
|
||||
"description": "Clip Embedding Adapter for LlamaIndex",
|
||||
"version": "0.0.41",
|
||||
"version": "0.0.38",
|
||||
"type": "module",
|
||||
"types": "dist/index.d.ts",
|
||||
"main": "dist/index.cjs",
|
||||
|
||||
@@ -1,26 +1,5 @@
|
||||
# @llamaindex/cohere
|
||||
|
||||
## 0.0.10
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [5668970]
|
||||
- @llamaindex/core@0.5.5
|
||||
|
||||
## 0.0.9
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [ad3c7f1]
|
||||
- @llamaindex/core@0.5.4
|
||||
|
||||
## 0.0.8
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [cb021e7]
|
||||
- @llamaindex/core@0.5.3
|
||||
|
||||
## 0.0.7
|
||||
|
||||
### Patch Changes
|
||||
|
||||
@@ -1,7 +1,7 @@
|
||||
{
|
||||
"name": "@llamaindex/cohere",
|
||||
"description": "Cohere Adapter for LlamaIndex",
|
||||
"version": "0.0.10",
|
||||
"version": "0.0.7",
|
||||
"type": "module",
|
||||
"main": "./dist/index.cjs",
|
||||
"module": "./dist/index.js",
|
||||
|
||||
@@ -1,30 +1,5 @@
|
||||
# @llamaindex/deepinfra
|
||||
|
||||
## 0.0.41
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [5668970]
|
||||
- @llamaindex/core@0.5.5
|
||||
- @llamaindex/openai@0.1.57
|
||||
|
||||
## 0.0.40
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [ad3c7f1]
|
||||
- @llamaindex/core@0.5.4
|
||||
- @llamaindex/openai@0.1.56
|
||||
|
||||
## 0.0.39
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [cb256f2]
|
||||
- Updated dependencies [cb021e7]
|
||||
- @llamaindex/openai@0.1.55
|
||||
- @llamaindex/core@0.5.3
|
||||
|
||||
## 0.0.38
|
||||
|
||||
### Patch Changes
|
||||
|
||||
@@ -1,7 +1,7 @@
|
||||
{
|
||||
"name": "@llamaindex/deepinfra",
|
||||
"description": "Deepinfra Adapter for LlamaIndex",
|
||||
"version": "0.0.41",
|
||||
"version": "0.0.38",
|
||||
"type": "module",
|
||||
"main": "./dist/index.cjs",
|
||||
"module": "./dist/index.js",
|
||||
|
||||
@@ -1,26 +1,5 @@
|
||||
# @llamaindex/google
|
||||
|
||||
## 0.0.12
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [5668970]
|
||||
- @llamaindex/core@0.5.5
|
||||
|
||||
## 0.0.11
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [ad3c7f1]
|
||||
- @llamaindex/core@0.5.4
|
||||
|
||||
## 0.0.10
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [cb021e7]
|
||||
- @llamaindex/core@0.5.3
|
||||
|
||||
## 0.0.9
|
||||
|
||||
### Patch Changes
|
||||
|
||||
@@ -1,7 +1,7 @@
|
||||
{
|
||||
"name": "@llamaindex/google",
|
||||
"description": "Google Adapter for LlamaIndex",
|
||||
"version": "0.0.12",
|
||||
"version": "0.0.9",
|
||||
"type": "module",
|
||||
"main": "./dist/index.cjs",
|
||||
"module": "./dist/index.js",
|
||||
|
||||
@@ -1,24 +1,5 @@
|
||||
# @llamaindex/groq
|
||||
|
||||
## 0.0.56
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- @llamaindex/openai@0.1.57
|
||||
|
||||
## 0.0.55
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- @llamaindex/openai@0.1.56
|
||||
|
||||
## 0.0.54
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [cb256f2]
|
||||
- @llamaindex/openai@0.1.55
|
||||
|
||||
## 0.0.53
|
||||
|
||||
### Patch Changes
|
||||
|
||||
@@ -1,7 +1,7 @@
|
||||
{
|
||||
"name": "@llamaindex/groq",
|
||||
"description": "Groq Adapter for LlamaIndex",
|
||||
"version": "0.0.56",
|
||||
"version": "0.0.53",
|
||||
"type": "module",
|
||||
"main": "./dist/index.cjs",
|
||||
"module": "./dist/index.js",
|
||||
|
||||
@@ -1,30 +1,5 @@
|
||||
# @llamaindex/huggingface
|
||||
|
||||
## 0.0.41
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [5668970]
|
||||
- @llamaindex/core@0.5.5
|
||||
- @llamaindex/openai@0.1.57
|
||||
|
||||
## 0.0.40
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [ad3c7f1]
|
||||
- @llamaindex/core@0.5.4
|
||||
- @llamaindex/openai@0.1.56
|
||||
|
||||
## 0.0.39
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [cb256f2]
|
||||
- Updated dependencies [cb021e7]
|
||||
- @llamaindex/openai@0.1.55
|
||||
- @llamaindex/core@0.5.3
|
||||
|
||||
## 0.0.38
|
||||
|
||||
### Patch Changes
|
||||
|
||||
@@ -1,7 +1,7 @@
|
||||
{
|
||||
"name": "@llamaindex/huggingface",
|
||||
"description": "Huggingface Adapter for LlamaIndex",
|
||||
"version": "0.0.41",
|
||||
"version": "0.0.38",
|
||||
"type": "module",
|
||||
"types": "dist/index.d.ts",
|
||||
"main": "dist/index.cjs",
|
||||
|
||||
@@ -1,26 +1,5 @@
|
||||
# @llamaindex/mistral
|
||||
|
||||
## 0.0.10
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [5668970]
|
||||
- @llamaindex/core@0.5.5
|
||||
|
||||
## 0.0.9
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [ad3c7f1]
|
||||
- @llamaindex/core@0.5.4
|
||||
|
||||
## 0.0.8
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [cb021e7]
|
||||
- @llamaindex/core@0.5.3
|
||||
|
||||
## 0.0.7
|
||||
|
||||
### Patch Changes
|
||||
|
||||
@@ -1,7 +1,7 @@
|
||||
{
|
||||
"name": "@llamaindex/mistral",
|
||||
"description": "Mistral Adapter for LlamaIndex",
|
||||
"version": "0.0.10",
|
||||
"version": "0.0.7",
|
||||
"type": "module",
|
||||
"main": "./dist/index.cjs",
|
||||
"module": "./dist/index.js",
|
||||
|
||||
@@ -1,26 +1,5 @@
|
||||
# @llamaindex/mixedbread
|
||||
|
||||
## 0.0.10
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [5668970]
|
||||
- @llamaindex/core@0.5.5
|
||||
|
||||
## 0.0.9
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [ad3c7f1]
|
||||
- @llamaindex/core@0.5.4
|
||||
|
||||
## 0.0.8
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [cb021e7]
|
||||
- @llamaindex/core@0.5.3
|
||||
|
||||
## 0.0.7
|
||||
|
||||
### Patch Changes
|
||||
|
||||
@@ -1,7 +1,7 @@
|
||||
{
|
||||
"name": "@llamaindex/mixedbread",
|
||||
"description": "Mixedbread Adapter for LlamaIndex",
|
||||
"version": "0.0.10",
|
||||
"version": "0.0.7",
|
||||
"type": "module",
|
||||
"main": "./dist/index.cjs",
|
||||
"module": "./dist/index.js",
|
||||
|
||||
@@ -1,26 +1,5 @@
|
||||
# @llamaindex/ollama
|
||||
|
||||
## 0.0.45
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [5668970]
|
||||
- @llamaindex/core@0.5.5
|
||||
|
||||
## 0.0.44
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [ad3c7f1]
|
||||
- @llamaindex/core@0.5.4
|
||||
|
||||
## 0.0.43
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [cb021e7]
|
||||
- @llamaindex/core@0.5.3
|
||||
|
||||
## 0.0.42
|
||||
|
||||
### Patch Changes
|
||||
|
||||
@@ -1,7 +1,7 @@
|
||||
{
|
||||
"name": "@llamaindex/ollama",
|
||||
"description": "Ollama Adapter for LlamaIndex",
|
||||
"version": "0.0.45",
|
||||
"version": "0.0.42",
|
||||
"type": "module",
|
||||
"main": "./dist/index.cjs",
|
||||
"module": "./dist/index.js",
|
||||
|
||||
@@ -1,27 +1,5 @@
|
||||
# @llamaindex/openai
|
||||
|
||||
## 0.1.57
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [5668970]
|
||||
- @llamaindex/core@0.5.5
|
||||
|
||||
## 0.1.56
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [ad3c7f1]
|
||||
- @llamaindex/core@0.5.4
|
||||
|
||||
## 0.1.55
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- cb256f2: feat: support gpt-4.5
|
||||
- Updated dependencies [cb021e7]
|
||||
- @llamaindex/core@0.5.3
|
||||
|
||||
## 0.1.54
|
||||
|
||||
### Patch Changes
|
||||
|
||||
@@ -1,7 +1,7 @@
|
||||
{
|
||||
"name": "@llamaindex/openai",
|
||||
"description": "OpenAI Adapter for LlamaIndex",
|
||||
"version": "0.1.57",
|
||||
"version": "0.1.54",
|
||||
"type": "module",
|
||||
"main": "./dist/index.cjs",
|
||||
"module": "./dist/index.js",
|
||||
@@ -35,6 +35,6 @@
|
||||
"dependencies": {
|
||||
"@llamaindex/core": "workspace:*",
|
||||
"@llamaindex/env": "workspace:*",
|
||||
"openai": "^4.86.0"
|
||||
"openai": "^4.83.0"
|
||||
}
|
||||
}
|
||||
|
||||
@@ -44,8 +44,6 @@ export const GPT4_MODELS = {
|
||||
"chatgpt-4o-latest": {
|
||||
contextWindow: 128000,
|
||||
},
|
||||
"gpt-4.5-preview": { contextWindow: 128000 },
|
||||
"gpt-4.5-preview-2025-02-27": { contextWindow: 128000 },
|
||||
"gpt-4": { contextWindow: 8192 },
|
||||
"gpt-4-32k": { contextWindow: 32768 },
|
||||
"gpt-4-32k-0613": { contextWindow: 32768 },
|
||||
|
||||
@@ -1,26 +1,5 @@
|
||||
# @llamaindex/portkey-ai
|
||||
|
||||
## 0.0.38
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [5668970]
|
||||
- @llamaindex/core@0.5.5
|
||||
|
||||
## 0.0.37
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [ad3c7f1]
|
||||
- @llamaindex/core@0.5.4
|
||||
|
||||
## 0.0.36
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [cb021e7]
|
||||
- @llamaindex/core@0.5.3
|
||||
|
||||
## 0.0.35
|
||||
|
||||
### Patch Changes
|
||||
|
||||
@@ -1,7 +1,7 @@
|
||||
{
|
||||
"name": "@llamaindex/portkey-ai",
|
||||
"description": "Portkey Adapter for LlamaIndex",
|
||||
"version": "0.0.38",
|
||||
"version": "0.0.35",
|
||||
"type": "module",
|
||||
"main": "./dist/index.cjs",
|
||||
"module": "./dist/index.js",
|
||||
|
||||
@@ -1,26 +1,5 @@
|
||||
# @llamaindex/replicate
|
||||
|
||||
## 0.0.38
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [5668970]
|
||||
- @llamaindex/core@0.5.5
|
||||
|
||||
## 0.0.37
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [ad3c7f1]
|
||||
- @llamaindex/core@0.5.4
|
||||
|
||||
## 0.0.36
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [cb021e7]
|
||||
- @llamaindex/core@0.5.3
|
||||
|
||||
## 0.0.35
|
||||
|
||||
### Patch Changes
|
||||
|
||||
@@ -1,7 +1,7 @@
|
||||
{
|
||||
"name": "@llamaindex/replicate",
|
||||
"description": "Replicate Adapter for LlamaIndex",
|
||||
"version": "0.0.38",
|
||||
"version": "0.0.35",
|
||||
"type": "module",
|
||||
"main": "./dist/index.cjs",
|
||||
"module": "./dist/index.js",
|
||||
|
||||
@@ -1,26 +1,5 @@
|
||||
# @llamaindex/astra
|
||||
|
||||
## 0.0.10
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [5668970]
|
||||
- @llamaindex/core@0.5.5
|
||||
|
||||
## 0.0.9
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [ad3c7f1]
|
||||
- @llamaindex/core@0.5.4
|
||||
|
||||
## 0.0.8
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [cb021e7]
|
||||
- @llamaindex/core@0.5.3
|
||||
|
||||
## 0.0.7
|
||||
|
||||
### Patch Changes
|
||||
|
||||
@@ -1,7 +1,7 @@
|
||||
{
|
||||
"name": "@llamaindex/astra",
|
||||
"description": "Astra Storage for LlamaIndex",
|
||||
"version": "0.0.10",
|
||||
"version": "0.0.7",
|
||||
"type": "module",
|
||||
"main": "./dist/index.cjs",
|
||||
"module": "./dist/index.js",
|
||||
|
||||
@@ -1,26 +1,5 @@
|
||||
# @llamaindex/azure
|
||||
|
||||
## 0.1.5
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [5668970]
|
||||
- @llamaindex/core@0.5.5
|
||||
|
||||
## 0.1.4
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [ad3c7f1]
|
||||
- @llamaindex/core@0.5.4
|
||||
|
||||
## 0.1.3
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [cb021e7]
|
||||
- @llamaindex/core@0.5.3
|
||||
|
||||
## 0.1.2
|
||||
|
||||
### Patch Changes
|
||||
|
||||
@@ -1,7 +1,7 @@
|
||||
{
|
||||
"name": "@llamaindex/azure",
|
||||
"description": "Azure Storage for LlamaIndex",
|
||||
"version": "0.1.5",
|
||||
"version": "0.1.2",
|
||||
"type": "module",
|
||||
"main": "./dist/index.cjs",
|
||||
"module": "./dist/index.js",
|
||||
|
||||
@@ -1,26 +1,5 @@
|
||||
# @llamaindex/chroma
|
||||
|
||||
## 0.0.10
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [5668970]
|
||||
- @llamaindex/core@0.5.5
|
||||
|
||||
## 0.0.9
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [ad3c7f1]
|
||||
- @llamaindex/core@0.5.4
|
||||
|
||||
## 0.0.8
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [cb021e7]
|
||||
- @llamaindex/core@0.5.3
|
||||
|
||||
## 0.0.7
|
||||
|
||||
### Patch Changes
|
||||
|
||||
@@ -1,7 +1,7 @@
|
||||
{
|
||||
"name": "@llamaindex/chroma",
|
||||
"description": "Chroma Storage for LlamaIndex",
|
||||
"version": "0.0.10",
|
||||
"version": "0.0.7",
|
||||
"type": "module",
|
||||
"main": "./dist/index.cjs",
|
||||
"module": "./dist/index.js",
|
||||
|
||||
@@ -1,26 +1,5 @@
|
||||
# @llamaindex/firestore
|
||||
|
||||
## 1.0.3
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [5668970]
|
||||
- @llamaindex/core@0.5.5
|
||||
|
||||
## 1.0.2
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [ad3c7f1]
|
||||
- @llamaindex/core@0.5.4
|
||||
|
||||
## 1.0.1
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [cb021e7]
|
||||
- @llamaindex/core@0.5.3
|
||||
|
||||
## 1.0.0
|
||||
|
||||
### Major Changes
|
||||
|
||||
@@ -1,7 +1,7 @@
|
||||
{
|
||||
"name": "@llamaindex/firestore",
|
||||
"description": "Firestore Storage for LlamaIndex",
|
||||
"version": "1.0.3",
|
||||
"version": "1.0.0",
|
||||
"type": "module",
|
||||
"main": "./dist/index.cjs",
|
||||
"module": "./dist/index.js",
|
||||
|
||||
@@ -1,26 +1,5 @@
|
||||
# @llamaindex/milvus
|
||||
|
||||
## 0.1.5
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [5668970]
|
||||
- @llamaindex/core@0.5.5
|
||||
|
||||
## 0.1.4
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [ad3c7f1]
|
||||
- @llamaindex/core@0.5.4
|
||||
|
||||
## 0.1.3
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [cb021e7]
|
||||
- @llamaindex/core@0.5.3
|
||||
|
||||
## 0.1.2
|
||||
|
||||
### Patch Changes
|
||||
|
||||
@@ -1,7 +1,7 @@
|
||||
{
|
||||
"name": "@llamaindex/milvus",
|
||||
"description": "Milvus Storage for LlamaIndex",
|
||||
"version": "0.1.5",
|
||||
"version": "0.1.2",
|
||||
"type": "module",
|
||||
"main": "./dist/index.cjs",
|
||||
"module": "./dist/index.js",
|
||||
|
||||
@@ -1,26 +1,5 @@
|
||||
# @llamaindex/mongodb
|
||||
|
||||
## 0.0.10
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [5668970]
|
||||
- @llamaindex/core@0.5.5
|
||||
|
||||
## 0.0.9
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [ad3c7f1]
|
||||
- @llamaindex/core@0.5.4
|
||||
|
||||
## 0.0.8
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [cb021e7]
|
||||
- @llamaindex/core@0.5.3
|
||||
|
||||
## 0.0.7
|
||||
|
||||
### Patch Changes
|
||||
|
||||
@@ -1,7 +1,7 @@
|
||||
{
|
||||
"name": "@llamaindex/mongodb",
|
||||
"description": "MongoDB Storage for LlamaIndex",
|
||||
"version": "0.0.10",
|
||||
"version": "0.0.7",
|
||||
"type": "module",
|
||||
"main": "./dist/index.cjs",
|
||||
"module": "./dist/index.js",
|
||||
|
||||
@@ -1,26 +1,5 @@
|
||||
# @llamaindex/pinecone
|
||||
|
||||
## 0.0.10
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [5668970]
|
||||
- @llamaindex/core@0.5.5
|
||||
|
||||
## 0.0.9
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [ad3c7f1]
|
||||
- @llamaindex/core@0.5.4
|
||||
|
||||
## 0.0.8
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [cb021e7]
|
||||
- @llamaindex/core@0.5.3
|
||||
|
||||
## 0.0.7
|
||||
|
||||
### Patch Changes
|
||||
|
||||
@@ -1,7 +1,7 @@
|
||||
{
|
||||
"name": "@llamaindex/pinecone",
|
||||
"description": "Pinecone Storage for LlamaIndex",
|
||||
"version": "0.0.10",
|
||||
"version": "0.0.7",
|
||||
"type": "module",
|
||||
"main": "./dist/index.cjs",
|
||||
"module": "./dist/index.js",
|
||||
|
||||
@@ -1,26 +1,5 @@
|
||||
# @llamaindex/postgres
|
||||
|
||||
## 0.0.38
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [5668970]
|
||||
- @llamaindex/core@0.5.5
|
||||
|
||||
## 0.0.37
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [ad3c7f1]
|
||||
- @llamaindex/core@0.5.4
|
||||
|
||||
## 0.0.36
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [cb021e7]
|
||||
- @llamaindex/core@0.5.3
|
||||
|
||||
## 0.0.35
|
||||
|
||||
### Patch Changes
|
||||
|
||||
@@ -1,7 +1,7 @@
|
||||
{
|
||||
"name": "@llamaindex/postgres",
|
||||
"description": "PostgreSQL Storage for LlamaIndex",
|
||||
"version": "0.0.38",
|
||||
"version": "0.0.35",
|
||||
"type": "module",
|
||||
"main": "./dist/index.cjs",
|
||||
"module": "./dist/index.js",
|
||||
|
||||
@@ -1,26 +1,5 @@
|
||||
# @llamaindex/qdrant
|
||||
|
||||
## 0.1.5
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [5668970]
|
||||
- @llamaindex/core@0.5.5
|
||||
|
||||
## 0.1.4
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [ad3c7f1]
|
||||
- @llamaindex/core@0.5.4
|
||||
|
||||
## 0.1.3
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [cb021e7]
|
||||
- @llamaindex/core@0.5.3
|
||||
|
||||
## 0.1.2
|
||||
|
||||
### Patch Changes
|
||||
|
||||
@@ -1,7 +1,7 @@
|
||||
{
|
||||
"name": "@llamaindex/qdrant",
|
||||
"description": "Qdrant Storage for LlamaIndex",
|
||||
"version": "0.1.5",
|
||||
"version": "0.1.2",
|
||||
"type": "module",
|
||||
"main": "./dist/index.cjs",
|
||||
"module": "./dist/index.js",
|
||||
|
||||
@@ -1,26 +1,5 @@
|
||||
# @llamaindex/upstash
|
||||
|
||||
## 0.0.10
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [5668970]
|
||||
- @llamaindex/core@0.5.5
|
||||
|
||||
## 0.0.9
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [ad3c7f1]
|
||||
- @llamaindex/core@0.5.4
|
||||
|
||||
## 0.0.8
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [cb021e7]
|
||||
- @llamaindex/core@0.5.3
|
||||
|
||||
## 0.0.7
|
||||
|
||||
### Patch Changes
|
||||
|
||||
@@ -1,7 +1,7 @@
|
||||
{
|
||||
"name": "@llamaindex/upstash",
|
||||
"description": "Upstash Storage for LlamaIndex",
|
||||
"version": "0.0.10",
|
||||
"version": "0.0.7",
|
||||
"type": "module",
|
||||
"main": "./dist/index.cjs",
|
||||
"module": "./dist/index.js",
|
||||
|
||||
@@ -1,26 +1,5 @@
|
||||
# @llamaindex/weaviate
|
||||
|
||||
## 0.0.10
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [5668970]
|
||||
- @llamaindex/core@0.5.5
|
||||
|
||||
## 0.0.9
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [ad3c7f1]
|
||||
- @llamaindex/core@0.5.4
|
||||
|
||||
## 0.0.8
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [cb021e7]
|
||||
- @llamaindex/core@0.5.3
|
||||
|
||||
## 0.0.7
|
||||
|
||||
### Patch Changes
|
||||
|
||||
Some files were not shown because too many files have changed in this diff Show More
Reference in New Issue
Block a user