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817 Commits
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| ade9d8fb8e | |||
| 402152f96b | |||
| a43d76d4a7 | |||
| 824c13cb85 | |||
| 0904d3dc5d | |||
| 978ef781e4 |
@@ -1,5 +0,0 @@
|
||||
---
|
||||
"llamaindex": patch
|
||||
---
|
||||
|
||||
Update storage exports (thanks @TomPenguin)
|
||||
@@ -1,7 +1,7 @@
|
||||
{
|
||||
"$schema": "https://unpkg.com/@changesets/config@2.3.1/schema.json",
|
||||
"changelog": "@changesets/cli/changelog",
|
||||
"commit": false,
|
||||
"commit": true,
|
||||
"fixed": [],
|
||||
"linked": [],
|
||||
"access": "public",
|
||||
|
||||
@@ -7,4 +7,9 @@ module.exports = {
|
||||
rootDir: ["apps/*/"],
|
||||
},
|
||||
},
|
||||
rules: {
|
||||
"max-params": ["error", 4],
|
||||
"prefer-const": "error",
|
||||
},
|
||||
ignorePatterns: ["dist/", "lib/"],
|
||||
};
|
||||
|
||||
@@ -0,0 +1,2 @@
|
||||
examples/readers/data/** binary
|
||||
examples/data/** binary
|
||||
@@ -1,11 +1,10 @@
|
||||
name: Bugfix
|
||||
title: 'Sweep: '
|
||||
description: Write something like "We notice ... behavior when ... happens instead of ...""
|
||||
labels: sweep
|
||||
title: ""
|
||||
description: Write something like "We notice ... behavior when ... happens instead of ..." If you would like to use sweep.dev prefix with "Sweep:"
|
||||
body:
|
||||
- type: textarea
|
||||
id: description
|
||||
attributes:
|
||||
label: Details
|
||||
description: More details about the bug
|
||||
placeholder: The bug might be in ... file
|
||||
placeholder: The bug might be in ... file
|
||||
@@ -1,11 +1,10 @@
|
||||
name: Feature Request
|
||||
title: 'Sweep: '
|
||||
description: Write something like "Write an api endpoint that does "..." in the "..." file"
|
||||
labels: sweep
|
||||
title: ""
|
||||
description: Write something like "Write an api endpoint that does "..." in the "..." file". If you would like to use sweep.dev prefix with "Sweep:"
|
||||
body:
|
||||
- type: textarea
|
||||
id: description
|
||||
attributes:
|
||||
label: Details
|
||||
description: More details for Sweep
|
||||
placeholder: The new endpoint should use the ... class from ... file because it contains ... logic
|
||||
description: More details
|
||||
placeholder: The new endpoint should use the ... class from ... file because it contains ... logic
|
||||
@@ -1,11 +1,10 @@
|
||||
name: Refactor
|
||||
title: 'Sweep: '
|
||||
description: Write something like "Modify the ... api endpoint to use ... version and ... framework"
|
||||
labels: sweep
|
||||
title: ""
|
||||
description: Write something like "Modify the ... api endpoint to use ... version and ... framework" If you would like to use sweep.dev prefix with "Sweep:"
|
||||
body:
|
||||
- type: textarea
|
||||
id: description
|
||||
attributes:
|
||||
label: Details
|
||||
description: More details for Sweep
|
||||
placeholder: We are migrating this function to ... version because ...
|
||||
description: More details
|
||||
placeholder: We are migrating this function to ... version because ...
|
||||
@@ -0,0 +1,68 @@
|
||||
name: E2E Tests
|
||||
on:
|
||||
push:
|
||||
branches: [main]
|
||||
pull_request:
|
||||
paths:
|
||||
- "packages/create-llama/**"
|
||||
- ".github/workflows/e2e.yml"
|
||||
branches: [main]
|
||||
|
||||
env:
|
||||
POETRY_VERSION: "1.6.1"
|
||||
|
||||
jobs:
|
||||
e2e:
|
||||
name: create-llama
|
||||
timeout-minutes: 60
|
||||
strategy:
|
||||
fail-fast: true
|
||||
matrix:
|
||||
node-version: [18, 20]
|
||||
python-version: ["3.11"]
|
||||
os: [macos-latest, windows-latest]
|
||||
defaults:
|
||||
run:
|
||||
shell: bash
|
||||
runs-on: ${{ matrix.os }}
|
||||
steps:
|
||||
- uses: actions/checkout@v4
|
||||
- name: Set up python ${{ matrix.python-version }}
|
||||
uses: actions/setup-python@v4
|
||||
with:
|
||||
python-version: ${{ matrix.python-version }}
|
||||
- name: Install Poetry
|
||||
uses: snok/install-poetry@v1
|
||||
with:
|
||||
version: ${{ env.POETRY_VERSION }}
|
||||
- uses: pnpm/action-setup@v2
|
||||
- name: Setup Node.js ${{ matrix.node-version }}
|
||||
uses: actions/setup-node@v4
|
||||
with:
|
||||
node-version: ${{ matrix.node-version }}
|
||||
cache: "pnpm"
|
||||
- name: Install dependencies
|
||||
run: pnpm install
|
||||
- name: Install Playwright Browsers
|
||||
run: pnpm exec playwright install --with-deps
|
||||
working-directory: ./packages/create-llama
|
||||
- name: Build create-llama
|
||||
run: pnpm run build
|
||||
working-directory: ./packages/create-llama
|
||||
- name: Pack
|
||||
run: pnpm pack --pack-destination ./output
|
||||
working-directory: ./packages/create-llama
|
||||
- name: Extract Pack
|
||||
run: tar -xvzf ./output/*.tgz -C ./output
|
||||
working-directory: ./packages/create-llama
|
||||
- name: Run Playwright tests
|
||||
run: pnpm exec playwright test
|
||||
env:
|
||||
OPENAI_API_KEY: ${{ secrets.OPENAI_API_KEY }}
|
||||
working-directory: ./packages/create-llama
|
||||
- uses: actions/upload-artifact@v3
|
||||
if: always()
|
||||
with:
|
||||
name: playwright-report
|
||||
path: ./packages/create-llama/playwright-report/
|
||||
retention-days: 30
|
||||
@@ -12,14 +12,18 @@ jobs:
|
||||
lint:
|
||||
runs-on: ubuntu-latest
|
||||
steps:
|
||||
- name: Checkout code
|
||||
uses: actions/checkout@v2
|
||||
|
||||
- name: Install pnpm
|
||||
run: npm install -g pnpm
|
||||
|
||||
- uses: actions/checkout@v4
|
||||
- uses: pnpm/action-setup@v2
|
||||
with:
|
||||
version: latest
|
||||
- name: Setup Node.js
|
||||
uses: actions/setup-node@v4
|
||||
with:
|
||||
node-version-file: ".nvmrc"
|
||||
cache: "pnpm"
|
||||
- name: Install dependencies
|
||||
run: pnpm install
|
||||
|
||||
- name: Run lint
|
||||
run: pnpm run lint
|
||||
run: pnpm run lint
|
||||
- name: Run Prettier
|
||||
run: pnpm run format
|
||||
|
||||
+64
-13
@@ -7,18 +7,69 @@ jobs:
|
||||
runs-on: ubuntu-latest
|
||||
|
||||
steps:
|
||||
- name: Checkout code
|
||||
uses: actions/checkout@v2
|
||||
- uses: actions/checkout@v4
|
||||
- uses: pnpm/action-setup@v2
|
||||
- name: Setup Node.js
|
||||
uses: actions/setup-node@v4
|
||||
with:
|
||||
node-version-file: ".nvmrc"
|
||||
cache: "pnpm"
|
||||
- name: Install dependencies
|
||||
run: pnpm install
|
||||
- name: Run tests
|
||||
run: pnpm run test
|
||||
typecheck:
|
||||
runs-on: ubuntu-latest
|
||||
|
||||
- name: Setup Node.js
|
||||
uses: actions/setup-node@v2
|
||||
with:
|
||||
node-version: '18'
|
||||
steps:
|
||||
- uses: actions/checkout@v4
|
||||
- uses: pnpm/action-setup@v2
|
||||
- name: Setup Node.js
|
||||
uses: actions/setup-node@v4
|
||||
with:
|
||||
node-version-file: ".nvmrc"
|
||||
cache: "pnpm"
|
||||
- name: Install dependencies
|
||||
run: pnpm install
|
||||
- name: Build
|
||||
run: pnpm run build --filter llamaindex
|
||||
- name: Run Type Check
|
||||
run: pnpm run type-check
|
||||
- name: Run Circular Dependency Check
|
||||
run: pnpm run circular-check
|
||||
working-directory: ./packages/core
|
||||
- uses: actions/upload-artifact@v3
|
||||
if: failure()
|
||||
with:
|
||||
name: typecheck-build-dist
|
||||
path: ./packages/core/dist
|
||||
if-no-files-found: error
|
||||
typecheck-examples:
|
||||
runs-on: ubuntu-latest
|
||||
|
||||
- name: Install dependencies
|
||||
run: |
|
||||
npm i -g pnpm
|
||||
pnpm install
|
||||
|
||||
- name: Run tests
|
||||
run: pnpm run test
|
||||
steps:
|
||||
- uses: actions/checkout@v4
|
||||
- uses: pnpm/action-setup@v2
|
||||
- name: Setup Node.js
|
||||
uses: actions/setup-node@v4
|
||||
with:
|
||||
node-version-file: ".nvmrc"
|
||||
cache: "pnpm"
|
||||
- name: Install dependencies
|
||||
run: pnpm install
|
||||
- name: Build
|
||||
run: pnpm run build --filter llamaindex
|
||||
- name: Copy examples
|
||||
run: rsync -rv --exclude=node_modules ./examples ${{ runner.temp }}
|
||||
- name: Pack @llamaindex/env
|
||||
run: pnpm pack --pack-destination ${{ runner.temp }}
|
||||
working-directory: packages/env
|
||||
- name: Pack llamaindex
|
||||
run: pnpm pack --pack-destination ${{ runner.temp }}
|
||||
working-directory: packages/core
|
||||
- name: Install
|
||||
run: npm add ${{ runner.temp }}/*.tgz
|
||||
working-directory: ${{ runner.temp }}/examples
|
||||
- name: Run Type Check
|
||||
run: npx tsc --project ./tsconfig.json
|
||||
working-directory: ${{ runner.temp }}/examples
|
||||
|
||||
+11
@@ -3,6 +3,7 @@
|
||||
# dependencies
|
||||
node_modules
|
||||
.pnp
|
||||
.pnpm-store
|
||||
.pnp.js
|
||||
|
||||
# testing
|
||||
@@ -36,3 +37,13 @@ yarn-error.log*
|
||||
.vercel
|
||||
|
||||
dist/
|
||||
lib/
|
||||
|
||||
.cache
|
||||
test-results/
|
||||
playwright-report/
|
||||
blob-report/
|
||||
playwright/.cache/
|
||||
|
||||
# intellij
|
||||
**/.idea
|
||||
|
||||
+2
-3
@@ -1,4 +1,3 @@
|
||||
#!/usr/bin/env sh
|
||||
. "$(dirname -- "$0")/_/husky.sh"
|
||||
|
||||
pnpm format
|
||||
pnpm lint
|
||||
npx lint-staged
|
||||
|
||||
@@ -1,4 +1 @@
|
||||
#!/usr/bin/env sh
|
||||
. "$(dirname -- "$0")/_/husky.sh"
|
||||
|
||||
pnpm test
|
||||
|
||||
@@ -0,0 +1,6 @@
|
||||
apps/docs/i18n
|
||||
apps/docs/docs/api
|
||||
pnpm-lock.yaml
|
||||
lib/
|
||||
dist/
|
||||
.docusaurus/
|
||||
Vendored
+17
@@ -0,0 +1,17 @@
|
||||
{
|
||||
// Use IntelliSense to learn about possible attributes.
|
||||
// Hover to view descriptions of existing attributes.
|
||||
// For more information, visit: https://go.microsoft.com/fwlink/?linkid=830387
|
||||
"version": "0.2.0",
|
||||
"configurations": [
|
||||
{
|
||||
"type": "node",
|
||||
"request": "launch",
|
||||
"name": "Debug Example",
|
||||
"skipFiles": ["<node_internals>/**"],
|
||||
"runtimeExecutable": "pnpm",
|
||||
"cwd": "${workspaceFolder}/examples",
|
||||
"runtimeArgs": ["ts-node", "${fileBasename}"]
|
||||
}
|
||||
]
|
||||
}
|
||||
Vendored
+9
@@ -4,5 +4,14 @@
|
||||
"editor.defaultFormatter": "esbenp.prettier-vscode",
|
||||
"[xml]": {
|
||||
"editor.defaultFormatter": "redhat.vscode-xml"
|
||||
},
|
||||
"[python]": {
|
||||
"editor.defaultFormatter": "ms-python.black-formatter"
|
||||
},
|
||||
"[jsonc]": {
|
||||
"editor.defaultFormatter": "esbenp.prettier-vscode"
|
||||
},
|
||||
"[json]": {
|
||||
"editor.defaultFormatter": "esbenp.prettier-vscode"
|
||||
}
|
||||
}
|
||||
|
||||
+15
-3
@@ -8,7 +8,7 @@ Right now there are two packages of importance:
|
||||
|
||||
packages/core which is the main NPM library llamaindex
|
||||
|
||||
apps/simple is where the demo code lives
|
||||
examples is where the demo code lives
|
||||
|
||||
### Turborepo docs
|
||||
|
||||
@@ -47,7 +47,7 @@ We use Jest https://jestjs.io/ to write our test cases. Jest comes with a bunch
|
||||
|
||||
### Demo applications
|
||||
|
||||
There is an existing ["simple"](/apps/simple/README.md) demos folder with mainly NodeJS scripts. Feel free to add additional demos to that folder. If you would like to try out your changes in the core package with a new demo, you need to run the build command in the README.
|
||||
There is an existing ["example"](/examples/README.md) demos folder with mainly NodeJS scripts. Feel free to add additional demos to that folder. If you would like to try out your changes in the core package with a new demo, you need to run the build command in the README.
|
||||
|
||||
You can create new demo applications in the apps folder. Just run pnpm init in the folder after you create it to create its own package.json
|
||||
|
||||
@@ -56,7 +56,7 @@ You can create new demo applications in the apps folder. Just run pnpm init in t
|
||||
To install packages for a specific package or demo application, run
|
||||
|
||||
```
|
||||
pnpm add [NPM Package] --filter [package or application i.e. core or simple]
|
||||
pnpm add [NPM Package] --filter [package or application i.e. core or docs]
|
||||
```
|
||||
|
||||
To install packages for every package or application run
|
||||
@@ -78,3 +78,15 @@ pnpm start
|
||||
That should start a webserver which will serve the docs on https://localhost:3000
|
||||
|
||||
Any changes you make should be reflected in the browser. If you need to regenerate the API docs and find that your TSDoc isn't getting the updates, feel free to remove apps/docs/api. It will automatically regenerate itself when you run pnpm start again.
|
||||
|
||||
## Publishing
|
||||
|
||||
To publish a new version of the library, run
|
||||
|
||||
```shell
|
||||
pnpm new-llamaindex
|
||||
pnpm new-create-llama
|
||||
pnpm release
|
||||
git push # push to the main branch
|
||||
git push --tags
|
||||
```
|
||||
|
||||
@@ -1,18 +1,27 @@
|
||||
# LlamaIndex.TS
|
||||
|
||||
[](https://www.npmjs.com/package/llamaindex)
|
||||
[](https://www.npmjs.com/package/llamaindex)
|
||||
[](https://www.npmjs.com/package/llamaindex)
|
||||
[](https://discord.com/invite/eN6D2HQ4aX)
|
||||
|
||||
LlamaIndex is a data framework for your LLM application.
|
||||
|
||||
Use your own data with large language models (LLMs, OpenAI ChatGPT and others) in Typescript and Javascript.
|
||||
|
||||
Documentation: https://ts.llamaindex.ai/
|
||||
|
||||
Try examples online:
|
||||
|
||||
[](https://stackblitz.com/github/run-llama/LlamaIndexTS/tree/main/examples)
|
||||
|
||||
## What is LlamaIndex.TS?
|
||||
|
||||
LlamaIndex.TS aims to be a lightweight, easy to use set of libraries to help you integrate large language models into your applications with your own data.
|
||||
|
||||
## Getting started with an example:
|
||||
|
||||
LlamaIndex.TS requries Node v18 or higher. You can download it from https://nodejs.org or use https://nvm.sh (our preferred option).
|
||||
LlamaIndex.TS requires Node v18 or higher. You can download it from https://nodejs.org or use https://nvm.sh (our preferred option).
|
||||
|
||||
In a new folder:
|
||||
|
||||
@@ -20,7 +29,7 @@ In a new folder:
|
||||
export OPENAI_API_KEY="sk-......" # Replace with your key from https://platform.openai.com/account/api-keys
|
||||
pnpm init
|
||||
pnpm install typescript
|
||||
pnpm exec tsc –-init # if needed
|
||||
pnpm exec tsc --init # if needed
|
||||
pnpm install llamaindex
|
||||
pnpm install @types/node
|
||||
```
|
||||
@@ -36,7 +45,7 @@ async function main() {
|
||||
// Load essay from abramov.txt in Node
|
||||
const essay = await fs.readFile(
|
||||
"node_modules/llamaindex/examples/abramov.txt",
|
||||
"utf-8"
|
||||
"utf-8",
|
||||
);
|
||||
|
||||
// Create Document object with essay
|
||||
@@ -47,9 +56,9 @@ async function main() {
|
||||
|
||||
// Query the index
|
||||
const queryEngine = index.asQueryEngine();
|
||||
const response = await queryEngine.query(
|
||||
"What did the author do in college?"
|
||||
);
|
||||
const response = await queryEngine.query({
|
||||
query: "What did the author do in college?",
|
||||
});
|
||||
|
||||
// Output response
|
||||
console.log(response.toString());
|
||||
@@ -84,11 +93,42 @@ Check out our NextJS playground at https://llama-playground.vercel.app/. The sou
|
||||
|
||||
- [SimplePrompt](/packages/core/src/Prompt.ts): A simple standardized function call definition that takes in inputs and formats them in a template literal. SimplePrompts can be specialized using currying and combined using other SimplePrompt functions.
|
||||
|
||||
## Note: NextJS:
|
||||
|
||||
If you're using NextJS App Router, you'll need to use the NodeJS runtime (default) and add the following config to your next.config.js to have it use imports/exports in the same way Node does.
|
||||
|
||||
```js
|
||||
export const runtime = "nodejs"; // default
|
||||
```
|
||||
|
||||
```js
|
||||
// next.config.js
|
||||
/** @type {import('next').NextConfig} */
|
||||
const nextConfig = {
|
||||
experimental: {
|
||||
serverComponentsExternalPackages: ["pdf2json"],
|
||||
},
|
||||
webpack: (config) => {
|
||||
config.resolve.alias = {
|
||||
...config.resolve.alias,
|
||||
sharp$: false,
|
||||
"onnxruntime-node$": false,
|
||||
};
|
||||
return config;
|
||||
},
|
||||
};
|
||||
|
||||
module.exports = nextConfig;
|
||||
```
|
||||
|
||||
## Supported LLMs:
|
||||
|
||||
- OpenAI GPT-3.5-turbo and GPT-4
|
||||
- Anthropic Claude Instant and Claude 2
|
||||
- Groq LLMs
|
||||
- Llama2 Chat LLMs (70B, 13B, and 7B parameters)
|
||||
- MistralAI Chat LLMs
|
||||
- Fireworks Chat LLMs
|
||||
|
||||
## Contributing:
|
||||
|
||||
|
||||
@@ -7,6 +7,7 @@
|
||||
# Generated files
|
||||
.docusaurus
|
||||
.cache-loader
|
||||
lib
|
||||
|
||||
# Misc
|
||||
.DS_Store
|
||||
|
||||
@@ -0,0 +1,21 @@
|
||||
# docs
|
||||
|
||||
## 0.0.3
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- 09bf27a: Add Groq LLM to LlamaIndex
|
||||
- Updated dependencies [cf87f84]
|
||||
- @llamaindex/env@0.0.4
|
||||
|
||||
## 0.0.2
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- 0f64084: docs: update API references
|
||||
|
||||
## 0.0.1
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- 3154f52: chore: add qdrant readme
|
||||
@@ -1,3 +1,3 @@
|
||||
module.exports = {
|
||||
presets: [require.resolve('@docusaurus/core/lib/babel/preset')],
|
||||
presets: [require.resolve("@docusaurus/core/lib/babel/preset")],
|
||||
};
|
||||
|
||||
@@ -0,0 +1 @@
|
||||
api/
|
||||
@@ -1,193 +0,0 @@
|
||||
---
|
||||
id: "Anthropic"
|
||||
title: "Class: Anthropic"
|
||||
sidebar_label: "Anthropic"
|
||||
sidebar_position: 0
|
||||
custom_edit_url: null
|
||||
---
|
||||
|
||||
Anthropic LLM implementation
|
||||
|
||||
## Implements
|
||||
|
||||
- [`LLM`](../interfaces/LLM.md)
|
||||
|
||||
## Constructors
|
||||
|
||||
### constructor
|
||||
|
||||
• **new Anthropic**(`init?`)
|
||||
|
||||
#### Parameters
|
||||
|
||||
| Name | Type |
|
||||
| :------ | :------ |
|
||||
| `init?` | `Partial`<[`Anthropic`](Anthropic.md)\> |
|
||||
|
||||
#### Defined in
|
||||
|
||||
[llm/LLM.ts:387](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/llm/LLM.ts#L387)
|
||||
|
||||
## Properties
|
||||
|
||||
### apiKey
|
||||
|
||||
• `Optional` **apiKey**: `string` = `undefined`
|
||||
|
||||
#### Defined in
|
||||
|
||||
[llm/LLM.ts:380](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/llm/LLM.ts#L380)
|
||||
|
||||
___
|
||||
|
||||
### callbackManager
|
||||
|
||||
• `Optional` **callbackManager**: [`CallbackManager`](CallbackManager.md)
|
||||
|
||||
#### Defined in
|
||||
|
||||
[llm/LLM.ts:385](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/llm/LLM.ts#L385)
|
||||
|
||||
___
|
||||
|
||||
### maxRetries
|
||||
|
||||
• **maxRetries**: `number`
|
||||
|
||||
#### Defined in
|
||||
|
||||
[llm/LLM.ts:381](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/llm/LLM.ts#L381)
|
||||
|
||||
___
|
||||
|
||||
### maxTokens
|
||||
|
||||
• `Optional` **maxTokens**: `number`
|
||||
|
||||
#### Defined in
|
||||
|
||||
[llm/LLM.ts:377](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/llm/LLM.ts#L377)
|
||||
|
||||
___
|
||||
|
||||
### model
|
||||
|
||||
• **model**: `string`
|
||||
|
||||
#### Defined in
|
||||
|
||||
[llm/LLM.ts:374](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/llm/LLM.ts#L374)
|
||||
|
||||
___
|
||||
|
||||
### session
|
||||
|
||||
• **session**: `AnthropicSession`
|
||||
|
||||
#### Defined in
|
||||
|
||||
[llm/LLM.ts:383](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/llm/LLM.ts#L383)
|
||||
|
||||
___
|
||||
|
||||
### temperature
|
||||
|
||||
• **temperature**: `number`
|
||||
|
||||
#### Defined in
|
||||
|
||||
[llm/LLM.ts:375](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/llm/LLM.ts#L375)
|
||||
|
||||
___
|
||||
|
||||
### timeout
|
||||
|
||||
• `Optional` **timeout**: `number`
|
||||
|
||||
#### Defined in
|
||||
|
||||
[llm/LLM.ts:382](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/llm/LLM.ts#L382)
|
||||
|
||||
___
|
||||
|
||||
### topP
|
||||
|
||||
• **topP**: `number`
|
||||
|
||||
#### Defined in
|
||||
|
||||
[llm/LLM.ts:376](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/llm/LLM.ts#L376)
|
||||
|
||||
## Methods
|
||||
|
||||
### chat
|
||||
|
||||
▸ **chat**(`messages`, `parentEvent?`): `Promise`<[`ChatResponse`](../interfaces/ChatResponse.md)\>
|
||||
|
||||
Get a chat response from the LLM
|
||||
|
||||
#### Parameters
|
||||
|
||||
| Name | Type |
|
||||
| :------ | :------ |
|
||||
| `messages` | [`ChatMessage`](../interfaces/ChatMessage.md)[] |
|
||||
| `parentEvent?` | [`Event`](../interfaces/Event.md) |
|
||||
|
||||
#### Returns
|
||||
|
||||
`Promise`<[`ChatResponse`](../interfaces/ChatResponse.md)\>
|
||||
|
||||
#### Implementation of
|
||||
|
||||
[LLM](../interfaces/LLM.md).[chat](../interfaces/LLM.md#chat)
|
||||
|
||||
#### Defined in
|
||||
|
||||
[llm/LLM.ts:422](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/llm/LLM.ts#L422)
|
||||
|
||||
___
|
||||
|
||||
### complete
|
||||
|
||||
▸ **complete**(`prompt`, `parentEvent?`): `Promise`<[`ChatResponse`](../interfaces/ChatResponse.md)\>
|
||||
|
||||
Get a prompt completion from the LLM
|
||||
|
||||
#### Parameters
|
||||
|
||||
| Name | Type | Description |
|
||||
| :------ | :------ | :------ |
|
||||
| `prompt` | `string` | the prompt to complete |
|
||||
| `parentEvent?` | [`Event`](../interfaces/Event.md) | - |
|
||||
|
||||
#### Returns
|
||||
|
||||
`Promise`<[`ChatResponse`](../interfaces/ChatResponse.md)\>
|
||||
|
||||
#### Implementation of
|
||||
|
||||
[LLM](../interfaces/LLM.md).[complete](../interfaces/LLM.md#complete)
|
||||
|
||||
#### Defined in
|
||||
|
||||
[llm/LLM.ts:440](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/llm/LLM.ts#L440)
|
||||
|
||||
___
|
||||
|
||||
### mapMessagesToPrompt
|
||||
|
||||
▸ **mapMessagesToPrompt**(`messages`): `string`
|
||||
|
||||
#### Parameters
|
||||
|
||||
| Name | Type |
|
||||
| :------ | :------ |
|
||||
| `messages` | [`ChatMessage`](../interfaces/ChatMessage.md)[] |
|
||||
|
||||
#### Returns
|
||||
|
||||
`string`
|
||||
|
||||
#### Defined in
|
||||
|
||||
[llm/LLM.ts:407](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/llm/LLM.ts#L407)
|
||||
@@ -1,81 +0,0 @@
|
||||
---
|
||||
id: "BaseEmbedding"
|
||||
title: "Class: BaseEmbedding"
|
||||
sidebar_label: "BaseEmbedding"
|
||||
sidebar_position: 0
|
||||
custom_edit_url: null
|
||||
---
|
||||
|
||||
## Hierarchy
|
||||
|
||||
- **`BaseEmbedding`**
|
||||
|
||||
↳ [`OpenAIEmbedding`](OpenAIEmbedding.md)
|
||||
|
||||
## Constructors
|
||||
|
||||
### constructor
|
||||
|
||||
• **new BaseEmbedding**()
|
||||
|
||||
## Methods
|
||||
|
||||
### getQueryEmbedding
|
||||
|
||||
▸ `Abstract` **getQueryEmbedding**(`query`): `Promise`<`number`[]\>
|
||||
|
||||
#### Parameters
|
||||
|
||||
| Name | Type |
|
||||
| :------ | :------ |
|
||||
| `query` | `string` |
|
||||
|
||||
#### Returns
|
||||
|
||||
`Promise`<`number`[]\>
|
||||
|
||||
#### Defined in
|
||||
|
||||
[Embedding.ts:213](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/Embedding.ts#L213)
|
||||
|
||||
___
|
||||
|
||||
### getTextEmbedding
|
||||
|
||||
▸ `Abstract` **getTextEmbedding**(`text`): `Promise`<`number`[]\>
|
||||
|
||||
#### Parameters
|
||||
|
||||
| Name | Type |
|
||||
| :------ | :------ |
|
||||
| `text` | `string` |
|
||||
|
||||
#### Returns
|
||||
|
||||
`Promise`<`number`[]\>
|
||||
|
||||
#### Defined in
|
||||
|
||||
[Embedding.ts:212](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/Embedding.ts#L212)
|
||||
|
||||
___
|
||||
|
||||
### similarity
|
||||
|
||||
▸ **similarity**(`embedding1`, `embedding2`, `mode?`): `number`
|
||||
|
||||
#### Parameters
|
||||
|
||||
| Name | Type | Default value |
|
||||
| :------ | :------ | :------ |
|
||||
| `embedding1` | `number`[] | `undefined` |
|
||||
| `embedding2` | `number`[] | `undefined` |
|
||||
| `mode` | [`SimilarityType`](../enums/SimilarityType.md) | `SimilarityType.DEFAULT` |
|
||||
|
||||
#### Returns
|
||||
|
||||
`number`
|
||||
|
||||
#### Defined in
|
||||
|
||||
[Embedding.ts:204](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/Embedding.ts#L204)
|
||||
@@ -1,153 +0,0 @@
|
||||
---
|
||||
id: "BaseIndex"
|
||||
title: "Class: BaseIndex<T>"
|
||||
sidebar_label: "BaseIndex"
|
||||
sidebar_position: 0
|
||||
custom_edit_url: null
|
||||
---
|
||||
|
||||
Indexes are the data structure that we store our nodes and embeddings in so
|
||||
they can be retrieved for our queries.
|
||||
|
||||
## Type parameters
|
||||
|
||||
| Name |
|
||||
| :------ |
|
||||
| `T` |
|
||||
|
||||
## Hierarchy
|
||||
|
||||
- **`BaseIndex`**
|
||||
|
||||
↳ [`ListIndex`](ListIndex.md)
|
||||
|
||||
↳ [`VectorStoreIndex`](VectorStoreIndex.md)
|
||||
|
||||
## Constructors
|
||||
|
||||
### constructor
|
||||
|
||||
• **new BaseIndex**<`T`\>(`init`)
|
||||
|
||||
#### Type parameters
|
||||
|
||||
| Name |
|
||||
| :------ |
|
||||
| `T` |
|
||||
|
||||
#### Parameters
|
||||
|
||||
| Name | Type |
|
||||
| :------ | :------ |
|
||||
| `init` | [`BaseIndexInit`](../interfaces/BaseIndexInit.md)<`T`\> |
|
||||
|
||||
#### Defined in
|
||||
|
||||
[indices/BaseIndex.ts:127](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/indices/BaseIndex.ts#L127)
|
||||
|
||||
## Properties
|
||||
|
||||
### docStore
|
||||
|
||||
• **docStore**: `BaseDocumentStore`
|
||||
|
||||
#### Defined in
|
||||
|
||||
[indices/BaseIndex.ts:122](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/indices/BaseIndex.ts#L122)
|
||||
|
||||
___
|
||||
|
||||
### indexStore
|
||||
|
||||
• `Optional` **indexStore**: `BaseIndexStore`
|
||||
|
||||
#### Defined in
|
||||
|
||||
[indices/BaseIndex.ts:124](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/indices/BaseIndex.ts#L124)
|
||||
|
||||
___
|
||||
|
||||
### indexStruct
|
||||
|
||||
• **indexStruct**: `T`
|
||||
|
||||
#### Defined in
|
||||
|
||||
[indices/BaseIndex.ts:125](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/indices/BaseIndex.ts#L125)
|
||||
|
||||
___
|
||||
|
||||
### serviceContext
|
||||
|
||||
• **serviceContext**: [`ServiceContext`](../interfaces/ServiceContext.md)
|
||||
|
||||
#### Defined in
|
||||
|
||||
[indices/BaseIndex.ts:120](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/indices/BaseIndex.ts#L120)
|
||||
|
||||
___
|
||||
|
||||
### storageContext
|
||||
|
||||
• **storageContext**: [`StorageContext`](../interfaces/StorageContext.md)
|
||||
|
||||
#### Defined in
|
||||
|
||||
[indices/BaseIndex.ts:121](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/indices/BaseIndex.ts#L121)
|
||||
|
||||
___
|
||||
|
||||
### vectorStore
|
||||
|
||||
• `Optional` **vectorStore**: [`VectorStore`](../interfaces/VectorStore.md)
|
||||
|
||||
#### Defined in
|
||||
|
||||
[indices/BaseIndex.ts:123](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/indices/BaseIndex.ts#L123)
|
||||
|
||||
## Methods
|
||||
|
||||
### asQueryEngine
|
||||
|
||||
▸ `Abstract` **asQueryEngine**(`options?`): [`BaseQueryEngine`](../interfaces/BaseQueryEngine.md)
|
||||
|
||||
Create a new query engine from the index. It will also create a retriever
|
||||
and response synthezier if they are not provided.
|
||||
|
||||
#### Parameters
|
||||
|
||||
| Name | Type | Description |
|
||||
| :------ | :------ | :------ |
|
||||
| `options?` | `Object` | you can supply your own custom Retriever and ResponseSynthesizer |
|
||||
| `options.responseSynthesizer?` | [`ResponseSynthesizer`](ResponseSynthesizer.md) | - |
|
||||
| `options.retriever?` | [`BaseRetriever`](../interfaces/BaseRetriever.md) | - |
|
||||
|
||||
#### Returns
|
||||
|
||||
[`BaseQueryEngine`](../interfaces/BaseQueryEngine.md)
|
||||
|
||||
#### Defined in
|
||||
|
||||
[indices/BaseIndex.ts:147](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/indices/BaseIndex.ts#L147)
|
||||
|
||||
___
|
||||
|
||||
### asRetriever
|
||||
|
||||
▸ `Abstract` **asRetriever**(`options?`): [`BaseRetriever`](../interfaces/BaseRetriever.md)
|
||||
|
||||
Create a new retriever from the index.
|
||||
|
||||
#### Parameters
|
||||
|
||||
| Name | Type |
|
||||
| :------ | :------ |
|
||||
| `options?` | `any` |
|
||||
|
||||
#### Returns
|
||||
|
||||
[`BaseRetriever`](../interfaces/BaseRetriever.md)
|
||||
|
||||
#### Defined in
|
||||
|
||||
[indices/BaseIndex.ts:140](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/indices/BaseIndex.ts#L140)
|
||||
@@ -1,303 +0,0 @@
|
||||
---
|
||||
id: "BaseNode"
|
||||
title: "Class: BaseNode"
|
||||
sidebar_label: "BaseNode"
|
||||
sidebar_position: 0
|
||||
custom_edit_url: null
|
||||
---
|
||||
|
||||
Generic abstract class for retrievable nodes
|
||||
|
||||
## Hierarchy
|
||||
|
||||
- **`BaseNode`**
|
||||
|
||||
↳ [`TextNode`](TextNode.md)
|
||||
|
||||
## Constructors
|
||||
|
||||
### constructor
|
||||
|
||||
• **new BaseNode**(`init?`)
|
||||
|
||||
#### Parameters
|
||||
|
||||
| Name | Type |
|
||||
| :------ | :------ |
|
||||
| `init?` | `Partial`<[`BaseNode`](BaseNode.md)\> |
|
||||
|
||||
#### Defined in
|
||||
|
||||
[Node.ts:48](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/Node.ts#L48)
|
||||
|
||||
## Properties
|
||||
|
||||
### embedding
|
||||
|
||||
• `Optional` **embedding**: `number`[]
|
||||
|
||||
#### Defined in
|
||||
|
||||
[Node.ts:39](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/Node.ts#L39)
|
||||
|
||||
___
|
||||
|
||||
### excludedEmbedMetadataKeys
|
||||
|
||||
• **excludedEmbedMetadataKeys**: `string`[] = `[]`
|
||||
|
||||
#### Defined in
|
||||
|
||||
[Node.ts:43](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/Node.ts#L43)
|
||||
|
||||
___
|
||||
|
||||
### excludedLlmMetadataKeys
|
||||
|
||||
• **excludedLlmMetadataKeys**: `string`[] = `[]`
|
||||
|
||||
#### Defined in
|
||||
|
||||
[Node.ts:44](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/Node.ts#L44)
|
||||
|
||||
___
|
||||
|
||||
### hash
|
||||
|
||||
• **hash**: `string` = `""`
|
||||
|
||||
#### Defined in
|
||||
|
||||
[Node.ts:46](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/Node.ts#L46)
|
||||
|
||||
___
|
||||
|
||||
### id\_
|
||||
|
||||
• **id\_**: `string`
|
||||
|
||||
#### Defined in
|
||||
|
||||
[Node.ts:38](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/Node.ts#L38)
|
||||
|
||||
___
|
||||
|
||||
### metadata
|
||||
|
||||
• **metadata**: `Record`<`string`, `any`\> = `{}`
|
||||
|
||||
#### Defined in
|
||||
|
||||
[Node.ts:42](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/Node.ts#L42)
|
||||
|
||||
___
|
||||
|
||||
### relationships
|
||||
|
||||
• **relationships**: `Partial`<`Record`<[`NodeRelationship`](../enums/NodeRelationship.md), [`RelatedNodeType`](../modules.md#relatednodetype)\>\> = `{}`
|
||||
|
||||
#### Defined in
|
||||
|
||||
[Node.ts:45](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/Node.ts#L45)
|
||||
|
||||
## Accessors
|
||||
|
||||
### childNodes
|
||||
|
||||
• `get` **childNodes**(): `undefined` \| [`RelatedNodeInfo`](../interfaces/RelatedNodeInfo.md)[]
|
||||
|
||||
#### Returns
|
||||
|
||||
`undefined` \| [`RelatedNodeInfo`](../interfaces/RelatedNodeInfo.md)[]
|
||||
|
||||
#### Defined in
|
||||
|
||||
[Node.ts:104](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/Node.ts#L104)
|
||||
|
||||
___
|
||||
|
||||
### nextNode
|
||||
|
||||
• `get` **nextNode**(): `undefined` \| [`RelatedNodeInfo`](../interfaces/RelatedNodeInfo.md)
|
||||
|
||||
#### Returns
|
||||
|
||||
`undefined` \| [`RelatedNodeInfo`](../interfaces/RelatedNodeInfo.md)
|
||||
|
||||
#### Defined in
|
||||
|
||||
[Node.ts:84](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/Node.ts#L84)
|
||||
|
||||
___
|
||||
|
||||
### nodeId
|
||||
|
||||
• `get` **nodeId**(): `string`
|
||||
|
||||
#### Returns
|
||||
|
||||
`string`
|
||||
|
||||
#### Defined in
|
||||
|
||||
[Node.ts:58](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/Node.ts#L58)
|
||||
|
||||
___
|
||||
|
||||
### parentNode
|
||||
|
||||
• `get` **parentNode**(): `undefined` \| [`RelatedNodeInfo`](../interfaces/RelatedNodeInfo.md)
|
||||
|
||||
#### Returns
|
||||
|
||||
`undefined` \| [`RelatedNodeInfo`](../interfaces/RelatedNodeInfo.md)
|
||||
|
||||
#### Defined in
|
||||
|
||||
[Node.ts:94](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/Node.ts#L94)
|
||||
|
||||
___
|
||||
|
||||
### prevNode
|
||||
|
||||
• `get` **prevNode**(): `undefined` \| [`RelatedNodeInfo`](../interfaces/RelatedNodeInfo.md)
|
||||
|
||||
#### Returns
|
||||
|
||||
`undefined` \| [`RelatedNodeInfo`](../interfaces/RelatedNodeInfo.md)
|
||||
|
||||
#### Defined in
|
||||
|
||||
[Node.ts:72](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/Node.ts#L72)
|
||||
|
||||
___
|
||||
|
||||
### sourceNode
|
||||
|
||||
• `get` **sourceNode**(): `undefined` \| [`RelatedNodeInfo`](../interfaces/RelatedNodeInfo.md)
|
||||
|
||||
#### Returns
|
||||
|
||||
`undefined` \| [`RelatedNodeInfo`](../interfaces/RelatedNodeInfo.md)
|
||||
|
||||
#### Defined in
|
||||
|
||||
[Node.ts:62](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/Node.ts#L62)
|
||||
|
||||
## Methods
|
||||
|
||||
### asRelatedNodeInfo
|
||||
|
||||
▸ **asRelatedNodeInfo**(): [`RelatedNodeInfo`](../interfaces/RelatedNodeInfo.md)
|
||||
|
||||
#### Returns
|
||||
|
||||
[`RelatedNodeInfo`](../interfaces/RelatedNodeInfo.md)
|
||||
|
||||
#### Defined in
|
||||
|
||||
[Node.ts:124](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/Node.ts#L124)
|
||||
|
||||
___
|
||||
|
||||
### getContent
|
||||
|
||||
▸ `Abstract` **getContent**(`metadataMode`): `string`
|
||||
|
||||
#### Parameters
|
||||
|
||||
| Name | Type |
|
||||
| :------ | :------ |
|
||||
| `metadataMode` | [`MetadataMode`](../enums/MetadataMode.md) |
|
||||
|
||||
#### Returns
|
||||
|
||||
`string`
|
||||
|
||||
#### Defined in
|
||||
|
||||
[Node.ts:54](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/Node.ts#L54)
|
||||
|
||||
___
|
||||
|
||||
### getEmbedding
|
||||
|
||||
▸ **getEmbedding**(): `number`[]
|
||||
|
||||
#### Returns
|
||||
|
||||
`number`[]
|
||||
|
||||
#### Defined in
|
||||
|
||||
[Node.ts:116](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/Node.ts#L116)
|
||||
|
||||
___
|
||||
|
||||
### getMetadataStr
|
||||
|
||||
▸ `Abstract` **getMetadataStr**(`metadataMode`): `string`
|
||||
|
||||
#### Parameters
|
||||
|
||||
| Name | Type |
|
||||
| :------ | :------ |
|
||||
| `metadataMode` | [`MetadataMode`](../enums/MetadataMode.md) |
|
||||
|
||||
#### Returns
|
||||
|
||||
`string`
|
||||
|
||||
#### Defined in
|
||||
|
||||
[Node.ts:55](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/Node.ts#L55)
|
||||
|
||||
___
|
||||
|
||||
### getType
|
||||
|
||||
▸ `Abstract` **getType**(): [`ObjectType`](../enums/ObjectType.md)
|
||||
|
||||
#### Returns
|
||||
|
||||
[`ObjectType`](../enums/ObjectType.md)
|
||||
|
||||
#### Defined in
|
||||
|
||||
[Node.ts:52](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/Node.ts#L52)
|
||||
|
||||
___
|
||||
|
||||
### setContent
|
||||
|
||||
▸ `Abstract` **setContent**(`value`): `void`
|
||||
|
||||
#### Parameters
|
||||
|
||||
| Name | Type |
|
||||
| :------ | :------ |
|
||||
| `value` | `any` |
|
||||
|
||||
#### Returns
|
||||
|
||||
`void`
|
||||
|
||||
#### Defined in
|
||||
|
||||
[Node.ts:56](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/Node.ts#L56)
|
||||
|
||||
___
|
||||
|
||||
### toJSON
|
||||
|
||||
▸ **toJSON**(): `Record`<`string`, `any`\>
|
||||
|
||||
Used with built in JSON.stringify
|
||||
|
||||
#### Returns
|
||||
|
||||
`Record`<`string`, `any`\>
|
||||
|
||||
#### Defined in
|
||||
|
||||
[Node.ts:136](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/Node.ts#L136)
|
||||
@@ -1,106 +0,0 @@
|
||||
---
|
||||
id: "CompactAndRefine"
|
||||
title: "Class: CompactAndRefine"
|
||||
sidebar_label: "CompactAndRefine"
|
||||
sidebar_position: 0
|
||||
custom_edit_url: null
|
||||
---
|
||||
|
||||
CompactAndRefine is a slight variation of Refine that first compacts the text chunks into the smallest possible number of chunks.
|
||||
|
||||
## Hierarchy
|
||||
|
||||
- [`Refine`](Refine.md)
|
||||
|
||||
↳ **`CompactAndRefine`**
|
||||
|
||||
## Constructors
|
||||
|
||||
### constructor
|
||||
|
||||
• **new CompactAndRefine**(`serviceContext`, `textQATemplate?`, `refineTemplate?`)
|
||||
|
||||
#### Parameters
|
||||
|
||||
| Name | Type |
|
||||
| :------ | :------ |
|
||||
| `serviceContext` | [`ServiceContext`](../interfaces/ServiceContext.md) |
|
||||
| `textQATemplate?` | [`SimplePrompt`](../modules.md#simpleprompt) |
|
||||
| `refineTemplate?` | [`SimplePrompt`](../modules.md#simpleprompt) |
|
||||
|
||||
#### Inherited from
|
||||
|
||||
[Refine](Refine.md).[constructor](Refine.md#constructor)
|
||||
|
||||
#### Defined in
|
||||
|
||||
[ResponseSynthesizer.ts:78](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/ResponseSynthesizer.ts#L78)
|
||||
|
||||
## Properties
|
||||
|
||||
### refineTemplate
|
||||
|
||||
• **refineTemplate**: [`SimplePrompt`](../modules.md#simpleprompt)
|
||||
|
||||
#### Inherited from
|
||||
|
||||
[Refine](Refine.md).[refineTemplate](Refine.md#refinetemplate)
|
||||
|
||||
#### Defined in
|
||||
|
||||
[ResponseSynthesizer.ts:76](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/ResponseSynthesizer.ts#L76)
|
||||
|
||||
___
|
||||
|
||||
### serviceContext
|
||||
|
||||
• **serviceContext**: [`ServiceContext`](../interfaces/ServiceContext.md)
|
||||
|
||||
#### Inherited from
|
||||
|
||||
[Refine](Refine.md).[serviceContext](Refine.md#servicecontext)
|
||||
|
||||
#### Defined in
|
||||
|
||||
[ResponseSynthesizer.ts:74](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/ResponseSynthesizer.ts#L74)
|
||||
|
||||
___
|
||||
|
||||
### textQATemplate
|
||||
|
||||
• **textQATemplate**: [`SimplePrompt`](../modules.md#simpleprompt)
|
||||
|
||||
#### Inherited from
|
||||
|
||||
[Refine](Refine.md).[textQATemplate](Refine.md#textqatemplate)
|
||||
|
||||
#### Defined in
|
||||
|
||||
[ResponseSynthesizer.ts:75](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/ResponseSynthesizer.ts#L75)
|
||||
|
||||
## Methods
|
||||
|
||||
### getResponse
|
||||
|
||||
▸ **getResponse**(`query`, `textChunks`, `parentEvent?`, `prevResponse?`): `Promise`<`string`\>
|
||||
|
||||
#### Parameters
|
||||
|
||||
| Name | Type |
|
||||
| :------ | :------ |
|
||||
| `query` | `string` |
|
||||
| `textChunks` | `string`[] |
|
||||
| `parentEvent?` | [`Event`](../interfaces/Event.md) |
|
||||
| `prevResponse?` | `string` |
|
||||
|
||||
#### Returns
|
||||
|
||||
`Promise`<`string`\>
|
||||
|
||||
#### Overrides
|
||||
|
||||
[Refine](Refine.md).[getResponse](Refine.md#getresponse)
|
||||
|
||||
#### Defined in
|
||||
|
||||
[ResponseSynthesizer.ts:181](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/ResponseSynthesizer.ts#L181)
|
||||
@@ -1,148 +0,0 @@
|
||||
---
|
||||
id: "CondenseQuestionChatEngine"
|
||||
title: "Class: CondenseQuestionChatEngine"
|
||||
sidebar_label: "CondenseQuestionChatEngine"
|
||||
sidebar_position: 0
|
||||
custom_edit_url: null
|
||||
---
|
||||
|
||||
CondenseQuestionChatEngine is used in conjunction with a Index (for example VectorStoreIndex).
|
||||
It does two steps on taking a user's chat message: first, it condenses the chat message
|
||||
with the previous chat history into a question with more context.
|
||||
Then, it queries the underlying Index using the new question with context and returns
|
||||
the response.
|
||||
CondenseQuestionChatEngine performs well when the input is primarily questions about the
|
||||
underlying data. It performs less well when the chat messages are not questions about the
|
||||
data, or are very referential to previous context.
|
||||
|
||||
## Implements
|
||||
|
||||
- [`ChatEngine`](../interfaces/ChatEngine.md)
|
||||
|
||||
## Constructors
|
||||
|
||||
### constructor
|
||||
|
||||
• **new CondenseQuestionChatEngine**(`init`)
|
||||
|
||||
#### Parameters
|
||||
|
||||
| Name | Type |
|
||||
| :------ | :------ |
|
||||
| `init` | `Object` |
|
||||
| `init.chatHistory` | [`ChatMessage`](../interfaces/ChatMessage.md)[] |
|
||||
| `init.condenseMessagePrompt?` | [`SimplePrompt`](../modules.md#simpleprompt) |
|
||||
| `init.queryEngine` | [`BaseQueryEngine`](../interfaces/BaseQueryEngine.md) |
|
||||
| `init.serviceContext?` | [`ServiceContext`](../interfaces/ServiceContext.md) |
|
||||
|
||||
#### Defined in
|
||||
|
||||
[ChatEngine.ts:75](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/ChatEngine.ts#L75)
|
||||
|
||||
## Properties
|
||||
|
||||
### chatHistory
|
||||
|
||||
• **chatHistory**: [`ChatMessage`](../interfaces/ChatMessage.md)[]
|
||||
|
||||
#### Defined in
|
||||
|
||||
[ChatEngine.ts:71](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/ChatEngine.ts#L71)
|
||||
|
||||
___
|
||||
|
||||
### condenseMessagePrompt
|
||||
|
||||
• **condenseMessagePrompt**: [`SimplePrompt`](../modules.md#simpleprompt)
|
||||
|
||||
#### Defined in
|
||||
|
||||
[ChatEngine.ts:73](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/ChatEngine.ts#L73)
|
||||
|
||||
___
|
||||
|
||||
### queryEngine
|
||||
|
||||
• **queryEngine**: [`BaseQueryEngine`](../interfaces/BaseQueryEngine.md)
|
||||
|
||||
#### Defined in
|
||||
|
||||
[ChatEngine.ts:70](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/ChatEngine.ts#L70)
|
||||
|
||||
___
|
||||
|
||||
### serviceContext
|
||||
|
||||
• **serviceContext**: [`ServiceContext`](../interfaces/ServiceContext.md)
|
||||
|
||||
#### Defined in
|
||||
|
||||
[ChatEngine.ts:72](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/ChatEngine.ts#L72)
|
||||
|
||||
## Methods
|
||||
|
||||
### chat
|
||||
|
||||
▸ **chat**(`message`, `chatHistory?`): `Promise`<[`Response`](Response.md)\>
|
||||
|
||||
Send message along with the class's current chat history to the LLM.
|
||||
|
||||
#### Parameters
|
||||
|
||||
| Name | Type | Description |
|
||||
| :------ | :------ | :------ |
|
||||
| `message` | `string` | |
|
||||
| `chatHistory?` | [`ChatMessage`](../interfaces/ChatMessage.md)[] | optional chat history if you want to customize the chat history |
|
||||
|
||||
#### Returns
|
||||
|
||||
`Promise`<[`Response`](Response.md)\>
|
||||
|
||||
#### Implementation of
|
||||
|
||||
[ChatEngine](../interfaces/ChatEngine.md).[chat](../interfaces/ChatEngine.md#chat)
|
||||
|
||||
#### Defined in
|
||||
|
||||
[ChatEngine.ts:100](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/ChatEngine.ts#L100)
|
||||
|
||||
___
|
||||
|
||||
### condenseQuestion
|
||||
|
||||
▸ `Private` **condenseQuestion**(`chatHistory`, `question`): `Promise`<[`ChatResponse`](../interfaces/ChatResponse.md)\>
|
||||
|
||||
#### Parameters
|
||||
|
||||
| Name | Type |
|
||||
| :------ | :------ |
|
||||
| `chatHistory` | [`ChatMessage`](../interfaces/ChatMessage.md)[] |
|
||||
| `question` | `string` |
|
||||
|
||||
#### Returns
|
||||
|
||||
`Promise`<[`ChatResponse`](../interfaces/ChatResponse.md)\>
|
||||
|
||||
#### Defined in
|
||||
|
||||
[ChatEngine.ts:89](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/ChatEngine.ts#L89)
|
||||
|
||||
___
|
||||
|
||||
### reset
|
||||
|
||||
▸ **reset**(): `void`
|
||||
|
||||
Resets the chat history so that it's empty.
|
||||
|
||||
#### Returns
|
||||
|
||||
`void`
|
||||
|
||||
#### Implementation of
|
||||
|
||||
[ChatEngine](../interfaces/ChatEngine.md).[reset](../interfaces/ChatEngine.md#reset)
|
||||
|
||||
#### Defined in
|
||||
|
||||
[ChatEngine.ts:118](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/ChatEngine.ts#L118)
|
||||
@@ -1,111 +0,0 @@
|
||||
---
|
||||
id: "ContextChatEngine"
|
||||
title: "Class: ContextChatEngine"
|
||||
sidebar_label: "ContextChatEngine"
|
||||
sidebar_position: 0
|
||||
custom_edit_url: null
|
||||
---
|
||||
|
||||
ContextChatEngine uses the Index to get the appropriate context for each query.
|
||||
The context is stored in the system prompt, and the chat history is preserved,
|
||||
ideally allowing the appropriate context to be surfaced for each query.
|
||||
|
||||
## Implements
|
||||
|
||||
- [`ChatEngine`](../interfaces/ChatEngine.md)
|
||||
|
||||
## Constructors
|
||||
|
||||
### constructor
|
||||
|
||||
• **new ContextChatEngine**(`init`)
|
||||
|
||||
#### Parameters
|
||||
|
||||
| Name | Type |
|
||||
| :------ | :------ |
|
||||
| `init` | `Object` |
|
||||
| `init.chatHistory?` | [`ChatMessage`](../interfaces/ChatMessage.md)[] |
|
||||
| `init.chatModel?` | [`OpenAI`](OpenAI.md) |
|
||||
| `init.retriever` | [`BaseRetriever`](../interfaces/BaseRetriever.md) |
|
||||
|
||||
#### Defined in
|
||||
|
||||
[ChatEngine.ts:133](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/ChatEngine.ts#L133)
|
||||
|
||||
## Properties
|
||||
|
||||
### chatHistory
|
||||
|
||||
• **chatHistory**: [`ChatMessage`](../interfaces/ChatMessage.md)[]
|
||||
|
||||
#### Defined in
|
||||
|
||||
[ChatEngine.ts:131](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/ChatEngine.ts#L131)
|
||||
|
||||
___
|
||||
|
||||
### chatModel
|
||||
|
||||
• **chatModel**: [`OpenAI`](OpenAI.md)
|
||||
|
||||
#### Defined in
|
||||
|
||||
[ChatEngine.ts:130](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/ChatEngine.ts#L130)
|
||||
|
||||
___
|
||||
|
||||
### retriever
|
||||
|
||||
• **retriever**: [`BaseRetriever`](../interfaces/BaseRetriever.md)
|
||||
|
||||
#### Defined in
|
||||
|
||||
[ChatEngine.ts:129](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/ChatEngine.ts#L129)
|
||||
|
||||
## Methods
|
||||
|
||||
### chat
|
||||
|
||||
▸ **chat**(`message`, `chatHistory?`): `Promise`<[`Response`](Response.md)\>
|
||||
|
||||
Send message along with the class's current chat history to the LLM.
|
||||
|
||||
#### Parameters
|
||||
|
||||
| Name | Type | Description |
|
||||
| :------ | :------ | :------ |
|
||||
| `message` | `string` | |
|
||||
| `chatHistory?` | [`ChatMessage`](../interfaces/ChatMessage.md)[] | optional chat history if you want to customize the chat history |
|
||||
|
||||
#### Returns
|
||||
|
||||
`Promise`<[`Response`](Response.md)\>
|
||||
|
||||
#### Implementation of
|
||||
|
||||
[ChatEngine](../interfaces/ChatEngine.md).[chat](../interfaces/ChatEngine.md#chat)
|
||||
|
||||
#### Defined in
|
||||
|
||||
[ChatEngine.ts:144](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/ChatEngine.ts#L144)
|
||||
|
||||
___
|
||||
|
||||
### reset
|
||||
|
||||
▸ **reset**(): `void`
|
||||
|
||||
Resets the chat history so that it's empty.
|
||||
|
||||
#### Returns
|
||||
|
||||
`void`
|
||||
|
||||
#### Implementation of
|
||||
|
||||
[ChatEngine](../interfaces/ChatEngine.md).[reset](../interfaces/ChatEngine.md#reset)
|
||||
|
||||
#### Defined in
|
||||
|
||||
[ChatEngine.ts:182](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/ChatEngine.ts#L182)
|
||||
@@ -1,151 +0,0 @@
|
||||
---
|
||||
id: "IndexDict"
|
||||
title: "Class: IndexDict"
|
||||
sidebar_label: "IndexDict"
|
||||
sidebar_position: 0
|
||||
custom_edit_url: null
|
||||
---
|
||||
|
||||
The underlying structure of each index.
|
||||
|
||||
## Hierarchy
|
||||
|
||||
- [`IndexStruct`](IndexStruct.md)
|
||||
|
||||
↳ **`IndexDict`**
|
||||
|
||||
## Constructors
|
||||
|
||||
### constructor
|
||||
|
||||
• **new IndexDict**(`indexId?`, `summary?`)
|
||||
|
||||
#### Parameters
|
||||
|
||||
| Name | Type | Default value |
|
||||
| :------ | :------ | :------ |
|
||||
| `indexId` | `string` | `undefined` |
|
||||
| `summary` | `undefined` | `undefined` |
|
||||
|
||||
#### Inherited from
|
||||
|
||||
[IndexStruct](IndexStruct.md).[constructor](IndexStruct.md#constructor)
|
||||
|
||||
#### Defined in
|
||||
|
||||
[indices/BaseIndex.ts:19](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/indices/BaseIndex.ts#L19)
|
||||
|
||||
## Properties
|
||||
|
||||
### docStore
|
||||
|
||||
• **docStore**: `Record`<`string`, [`Document`](Document.md)\> = `{}`
|
||||
|
||||
#### Defined in
|
||||
|
||||
[indices/BaseIndex.ts:46](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/indices/BaseIndex.ts#L46)
|
||||
|
||||
___
|
||||
|
||||
### indexId
|
||||
|
||||
• **indexId**: `string`
|
||||
|
||||
#### Inherited from
|
||||
|
||||
[IndexStruct](IndexStruct.md).[indexId](IndexStruct.md#indexid)
|
||||
|
||||
#### Defined in
|
||||
|
||||
[indices/BaseIndex.ts:16](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/indices/BaseIndex.ts#L16)
|
||||
|
||||
___
|
||||
|
||||
### nodesDict
|
||||
|
||||
• **nodesDict**: `Record`<`string`, [`BaseNode`](BaseNode.md)\> = `{}`
|
||||
|
||||
#### Defined in
|
||||
|
||||
[indices/BaseIndex.ts:45](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/indices/BaseIndex.ts#L45)
|
||||
|
||||
___
|
||||
|
||||
### summary
|
||||
|
||||
• `Optional` **summary**: `string`
|
||||
|
||||
#### Inherited from
|
||||
|
||||
[IndexStruct](IndexStruct.md).[summary](IndexStruct.md#summary)
|
||||
|
||||
#### Defined in
|
||||
|
||||
[indices/BaseIndex.ts:17](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/indices/BaseIndex.ts#L17)
|
||||
|
||||
___
|
||||
|
||||
### type
|
||||
|
||||
• **type**: [`IndexStructType`](../enums/IndexStructType.md) = `IndexStructType.SIMPLE_DICT`
|
||||
|
||||
#### Defined in
|
||||
|
||||
[indices/BaseIndex.ts:47](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/indices/BaseIndex.ts#L47)
|
||||
|
||||
## Methods
|
||||
|
||||
### addNode
|
||||
|
||||
▸ **addNode**(`node`, `textId?`): `void`
|
||||
|
||||
#### Parameters
|
||||
|
||||
| Name | Type |
|
||||
| :------ | :------ |
|
||||
| `node` | [`BaseNode`](BaseNode.md) |
|
||||
| `textId?` | `string` |
|
||||
|
||||
#### Returns
|
||||
|
||||
`void`
|
||||
|
||||
#### Defined in
|
||||
|
||||
[indices/BaseIndex.ts:56](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/indices/BaseIndex.ts#L56)
|
||||
|
||||
___
|
||||
|
||||
### getSummary
|
||||
|
||||
▸ **getSummary**(): `string`
|
||||
|
||||
#### Returns
|
||||
|
||||
`string`
|
||||
|
||||
#### Overrides
|
||||
|
||||
[IndexStruct](IndexStruct.md).[getSummary](IndexStruct.md#getsummary)
|
||||
|
||||
#### Defined in
|
||||
|
||||
[indices/BaseIndex.ts:49](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/indices/BaseIndex.ts#L49)
|
||||
|
||||
___
|
||||
|
||||
### toJson
|
||||
|
||||
▸ **toJson**(): `Record`<`string`, `unknown`\>
|
||||
|
||||
#### Returns
|
||||
|
||||
`Record`<`string`, `unknown`\>
|
||||
|
||||
#### Overrides
|
||||
|
||||
[IndexStruct](IndexStruct.md).[toJson](IndexStruct.md#tojson)
|
||||
|
||||
#### Defined in
|
||||
|
||||
[indices/BaseIndex.ts:61](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/indices/BaseIndex.ts#L61)
|
||||
@@ -1,140 +0,0 @@
|
||||
---
|
||||
id: "IndexList"
|
||||
title: "Class: IndexList"
|
||||
sidebar_label: "IndexList"
|
||||
sidebar_position: 0
|
||||
custom_edit_url: null
|
||||
---
|
||||
|
||||
The underlying structure of each index.
|
||||
|
||||
## Hierarchy
|
||||
|
||||
- [`IndexStruct`](IndexStruct.md)
|
||||
|
||||
↳ **`IndexList`**
|
||||
|
||||
## Constructors
|
||||
|
||||
### constructor
|
||||
|
||||
• **new IndexList**(`indexId?`, `summary?`)
|
||||
|
||||
#### Parameters
|
||||
|
||||
| Name | Type | Default value |
|
||||
| :------ | :------ | :------ |
|
||||
| `indexId` | `string` | `undefined` |
|
||||
| `summary` | `undefined` | `undefined` |
|
||||
|
||||
#### Inherited from
|
||||
|
||||
[IndexStruct](IndexStruct.md).[constructor](IndexStruct.md#constructor)
|
||||
|
||||
#### Defined in
|
||||
|
||||
[indices/BaseIndex.ts:19](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/indices/BaseIndex.ts#L19)
|
||||
|
||||
## Properties
|
||||
|
||||
### indexId
|
||||
|
||||
• **indexId**: `string`
|
||||
|
||||
#### Inherited from
|
||||
|
||||
[IndexStruct](IndexStruct.md).[indexId](IndexStruct.md#indexid)
|
||||
|
||||
#### Defined in
|
||||
|
||||
[indices/BaseIndex.ts:16](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/indices/BaseIndex.ts#L16)
|
||||
|
||||
___
|
||||
|
||||
### nodes
|
||||
|
||||
• **nodes**: `string`[] = `[]`
|
||||
|
||||
#### Defined in
|
||||
|
||||
[indices/BaseIndex.ts:90](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/indices/BaseIndex.ts#L90)
|
||||
|
||||
___
|
||||
|
||||
### summary
|
||||
|
||||
• `Optional` **summary**: `string`
|
||||
|
||||
#### Inherited from
|
||||
|
||||
[IndexStruct](IndexStruct.md).[summary](IndexStruct.md#summary)
|
||||
|
||||
#### Defined in
|
||||
|
||||
[indices/BaseIndex.ts:17](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/indices/BaseIndex.ts#L17)
|
||||
|
||||
___
|
||||
|
||||
### type
|
||||
|
||||
• **type**: [`IndexStructType`](../enums/IndexStructType.md) = `IndexStructType.LIST`
|
||||
|
||||
#### Defined in
|
||||
|
||||
[indices/BaseIndex.ts:91](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/indices/BaseIndex.ts#L91)
|
||||
|
||||
## Methods
|
||||
|
||||
### addNode
|
||||
|
||||
▸ **addNode**(`node`): `void`
|
||||
|
||||
#### Parameters
|
||||
|
||||
| Name | Type |
|
||||
| :------ | :------ |
|
||||
| `node` | [`BaseNode`](BaseNode.md) |
|
||||
|
||||
#### Returns
|
||||
|
||||
`void`
|
||||
|
||||
#### Defined in
|
||||
|
||||
[indices/BaseIndex.ts:93](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/indices/BaseIndex.ts#L93)
|
||||
|
||||
___
|
||||
|
||||
### getSummary
|
||||
|
||||
▸ **getSummary**(): `string`
|
||||
|
||||
#### Returns
|
||||
|
||||
`string`
|
||||
|
||||
#### Inherited from
|
||||
|
||||
[IndexStruct](IndexStruct.md).[getSummary](IndexStruct.md#getsummary)
|
||||
|
||||
#### Defined in
|
||||
|
||||
[indices/BaseIndex.ts:31](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/indices/BaseIndex.ts#L31)
|
||||
|
||||
___
|
||||
|
||||
### toJson
|
||||
|
||||
▸ **toJson**(): `Record`<`string`, `unknown`\>
|
||||
|
||||
#### Returns
|
||||
|
||||
`Record`<`string`, `unknown`\>
|
||||
|
||||
#### Overrides
|
||||
|
||||
[IndexStruct](IndexStruct.md).[toJson](IndexStruct.md#tojson)
|
||||
|
||||
#### Defined in
|
||||
|
||||
[indices/BaseIndex.ts:97](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/indices/BaseIndex.ts#L97)
|
||||
@@ -1,82 +0,0 @@
|
||||
---
|
||||
id: "IndexStruct"
|
||||
title: "Class: IndexStruct"
|
||||
sidebar_label: "IndexStruct"
|
||||
sidebar_position: 0
|
||||
custom_edit_url: null
|
||||
---
|
||||
|
||||
The underlying structure of each index.
|
||||
|
||||
## Hierarchy
|
||||
|
||||
- **`IndexStruct`**
|
||||
|
||||
↳ [`IndexDict`](IndexDict.md)
|
||||
|
||||
↳ [`IndexList`](IndexList.md)
|
||||
|
||||
## Constructors
|
||||
|
||||
### constructor
|
||||
|
||||
• **new IndexStruct**(`indexId?`, `summary?`)
|
||||
|
||||
#### Parameters
|
||||
|
||||
| Name | Type | Default value |
|
||||
| :------ | :------ | :------ |
|
||||
| `indexId` | `string` | `undefined` |
|
||||
| `summary` | `undefined` | `undefined` |
|
||||
|
||||
#### Defined in
|
||||
|
||||
[indices/BaseIndex.ts:19](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/indices/BaseIndex.ts#L19)
|
||||
|
||||
## Properties
|
||||
|
||||
### indexId
|
||||
|
||||
• **indexId**: `string`
|
||||
|
||||
#### Defined in
|
||||
|
||||
[indices/BaseIndex.ts:16](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/indices/BaseIndex.ts#L16)
|
||||
|
||||
___
|
||||
|
||||
### summary
|
||||
|
||||
• `Optional` **summary**: `string`
|
||||
|
||||
#### Defined in
|
||||
|
||||
[indices/BaseIndex.ts:17](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/indices/BaseIndex.ts#L17)
|
||||
|
||||
## Methods
|
||||
|
||||
### getSummary
|
||||
|
||||
▸ **getSummary**(): `string`
|
||||
|
||||
#### Returns
|
||||
|
||||
`string`
|
||||
|
||||
#### Defined in
|
||||
|
||||
[indices/BaseIndex.ts:31](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/indices/BaseIndex.ts#L31)
|
||||
|
||||
___
|
||||
|
||||
### toJson
|
||||
|
||||
▸ **toJson**(): `Record`<`string`, `unknown`\>
|
||||
|
||||
#### Returns
|
||||
|
||||
`Record`<`string`, `unknown`\>
|
||||
|
||||
#### Defined in
|
||||
|
||||
[indices/BaseIndex.ts:24](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/indices/BaseIndex.ts#L24)
|
||||
@@ -1,84 +0,0 @@
|
||||
---
|
||||
id: "LLMQuestionGenerator"
|
||||
title: "Class: LLMQuestionGenerator"
|
||||
sidebar_label: "LLMQuestionGenerator"
|
||||
sidebar_position: 0
|
||||
custom_edit_url: null
|
||||
---
|
||||
|
||||
LLMQuestionGenerator uses the LLM to generate new questions for the LLM using tools and a user query.
|
||||
|
||||
## Implements
|
||||
|
||||
- [`BaseQuestionGenerator`](../interfaces/BaseQuestionGenerator.md)
|
||||
|
||||
## Constructors
|
||||
|
||||
### constructor
|
||||
|
||||
• **new LLMQuestionGenerator**(`init?`)
|
||||
|
||||
#### Parameters
|
||||
|
||||
| Name | Type |
|
||||
| :------ | :------ |
|
||||
| `init?` | `Partial`<[`LLMQuestionGenerator`](LLMQuestionGenerator.md)\> |
|
||||
|
||||
#### Defined in
|
||||
|
||||
[QuestionGenerator.ts:34](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/QuestionGenerator.ts#L34)
|
||||
|
||||
## Properties
|
||||
|
||||
### llm
|
||||
|
||||
• **llm**: [`LLM`](../interfaces/LLM.md)
|
||||
|
||||
#### Defined in
|
||||
|
||||
[QuestionGenerator.ts:30](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/QuestionGenerator.ts#L30)
|
||||
|
||||
___
|
||||
|
||||
### outputParser
|
||||
|
||||
• **outputParser**: [`BaseOutputParser`](../interfaces/BaseOutputParser.md)<[`StructuredOutput`](../interfaces/StructuredOutput.md)<[`SubQuestion`](../interfaces/SubQuestion.md)[]\>\>
|
||||
|
||||
#### Defined in
|
||||
|
||||
[QuestionGenerator.ts:32](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/QuestionGenerator.ts#L32)
|
||||
|
||||
___
|
||||
|
||||
### prompt
|
||||
|
||||
• **prompt**: [`SimplePrompt`](../modules.md#simpleprompt)
|
||||
|
||||
#### Defined in
|
||||
|
||||
[QuestionGenerator.ts:31](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/QuestionGenerator.ts#L31)
|
||||
|
||||
## Methods
|
||||
|
||||
### generate
|
||||
|
||||
▸ **generate**(`tools`, `query`): `Promise`<[`SubQuestion`](../interfaces/SubQuestion.md)[]\>
|
||||
|
||||
#### Parameters
|
||||
|
||||
| Name | Type |
|
||||
| :------ | :------ |
|
||||
| `tools` | [`ToolMetadata`](../interfaces/ToolMetadata.md)[] |
|
||||
| `query` | `string` |
|
||||
|
||||
#### Returns
|
||||
|
||||
`Promise`<[`SubQuestion`](../interfaces/SubQuestion.md)[]\>
|
||||
|
||||
#### Implementation of
|
||||
|
||||
[BaseQuestionGenerator](../interfaces/BaseQuestionGenerator.md).[generate](../interfaces/BaseQuestionGenerator.md#generate)
|
||||
|
||||
#### Defined in
|
||||
|
||||
[QuestionGenerator.ts:40](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/QuestionGenerator.ts#L40)
|
||||
@@ -1,294 +0,0 @@
|
||||
---
|
||||
id: "ListIndex"
|
||||
title: "Class: ListIndex"
|
||||
sidebar_label: "ListIndex"
|
||||
sidebar_position: 0
|
||||
custom_edit_url: null
|
||||
---
|
||||
|
||||
A ListIndex keeps nodes in a sequential list structure
|
||||
|
||||
## Hierarchy
|
||||
|
||||
- [`BaseIndex`](BaseIndex.md)<[`IndexList`](IndexList.md)\>
|
||||
|
||||
↳ **`ListIndex`**
|
||||
|
||||
## Constructors
|
||||
|
||||
### constructor
|
||||
|
||||
• **new ListIndex**(`init`)
|
||||
|
||||
#### Parameters
|
||||
|
||||
| Name | Type |
|
||||
| :------ | :------ |
|
||||
| `init` | [`BaseIndexInit`](../interfaces/BaseIndexInit.md)<[`IndexList`](IndexList.md)\> |
|
||||
|
||||
#### Overrides
|
||||
|
||||
[BaseIndex](BaseIndex.md).[constructor](BaseIndex.md#constructor)
|
||||
|
||||
#### Defined in
|
||||
|
||||
[indices/list/ListIndex.ts:43](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/indices/list/ListIndex.ts#L43)
|
||||
|
||||
## Properties
|
||||
|
||||
### docStore
|
||||
|
||||
• **docStore**: `BaseDocumentStore`
|
||||
|
||||
#### Inherited from
|
||||
|
||||
[BaseIndex](BaseIndex.md).[docStore](BaseIndex.md#docstore)
|
||||
|
||||
#### Defined in
|
||||
|
||||
[indices/BaseIndex.ts:122](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/indices/BaseIndex.ts#L122)
|
||||
|
||||
___
|
||||
|
||||
### indexStore
|
||||
|
||||
• `Optional` **indexStore**: `BaseIndexStore`
|
||||
|
||||
#### Inherited from
|
||||
|
||||
[BaseIndex](BaseIndex.md).[indexStore](BaseIndex.md#indexstore)
|
||||
|
||||
#### Defined in
|
||||
|
||||
[indices/BaseIndex.ts:124](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/indices/BaseIndex.ts#L124)
|
||||
|
||||
___
|
||||
|
||||
### indexStruct
|
||||
|
||||
• **indexStruct**: [`IndexList`](IndexList.md)
|
||||
|
||||
#### Inherited from
|
||||
|
||||
[BaseIndex](BaseIndex.md).[indexStruct](BaseIndex.md#indexstruct)
|
||||
|
||||
#### Defined in
|
||||
|
||||
[indices/BaseIndex.ts:125](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/indices/BaseIndex.ts#L125)
|
||||
|
||||
___
|
||||
|
||||
### serviceContext
|
||||
|
||||
• **serviceContext**: [`ServiceContext`](../interfaces/ServiceContext.md)
|
||||
|
||||
#### Inherited from
|
||||
|
||||
[BaseIndex](BaseIndex.md).[serviceContext](BaseIndex.md#servicecontext)
|
||||
|
||||
#### Defined in
|
||||
|
||||
[indices/BaseIndex.ts:120](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/indices/BaseIndex.ts#L120)
|
||||
|
||||
___
|
||||
|
||||
### storageContext
|
||||
|
||||
• **storageContext**: [`StorageContext`](../interfaces/StorageContext.md)
|
||||
|
||||
#### Inherited from
|
||||
|
||||
[BaseIndex](BaseIndex.md).[storageContext](BaseIndex.md#storagecontext)
|
||||
|
||||
#### Defined in
|
||||
|
||||
[indices/BaseIndex.ts:121](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/indices/BaseIndex.ts#L121)
|
||||
|
||||
___
|
||||
|
||||
### vectorStore
|
||||
|
||||
• `Optional` **vectorStore**: [`VectorStore`](../interfaces/VectorStore.md)
|
||||
|
||||
#### Inherited from
|
||||
|
||||
[BaseIndex](BaseIndex.md).[vectorStore](BaseIndex.md#vectorstore)
|
||||
|
||||
#### Defined in
|
||||
|
||||
[indices/BaseIndex.ts:123](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/indices/BaseIndex.ts#L123)
|
||||
|
||||
## Methods
|
||||
|
||||
### \_deleteNode
|
||||
|
||||
▸ `Protected` **_deleteNode**(`nodeId`): `void`
|
||||
|
||||
#### Parameters
|
||||
|
||||
| Name | Type |
|
||||
| :------ | :------ |
|
||||
| `nodeId` | `string` |
|
||||
|
||||
#### Returns
|
||||
|
||||
`void`
|
||||
|
||||
#### Defined in
|
||||
|
||||
[indices/list/ListIndex.ts:193](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/indices/list/ListIndex.ts#L193)
|
||||
|
||||
___
|
||||
|
||||
### \_insert
|
||||
|
||||
▸ `Protected` **_insert**(`nodes`): `void`
|
||||
|
||||
#### Parameters
|
||||
|
||||
| Name | Type |
|
||||
| :------ | :------ |
|
||||
| `nodes` | [`BaseNode`](BaseNode.md)[] |
|
||||
|
||||
#### Returns
|
||||
|
||||
`void`
|
||||
|
||||
#### Defined in
|
||||
|
||||
[indices/list/ListIndex.ts:187](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/indices/list/ListIndex.ts#L187)
|
||||
|
||||
___
|
||||
|
||||
### asQueryEngine
|
||||
|
||||
▸ **asQueryEngine**(`options?`): [`BaseQueryEngine`](../interfaces/BaseQueryEngine.md)
|
||||
|
||||
Create a new query engine from the index. It will also create a retriever
|
||||
and response synthezier if they are not provided.
|
||||
|
||||
#### Parameters
|
||||
|
||||
| Name | Type | Description |
|
||||
| :------ | :------ | :------ |
|
||||
| `options?` | `Object` | you can supply your own custom Retriever and ResponseSynthesizer |
|
||||
| `options.responseSynthesizer?` | [`ResponseSynthesizer`](ResponseSynthesizer.md) | - |
|
||||
| `options.retriever?` | [`BaseRetriever`](../interfaces/BaseRetriever.md) | - |
|
||||
|
||||
#### Returns
|
||||
|
||||
[`BaseQueryEngine`](../interfaces/BaseQueryEngine.md)
|
||||
|
||||
#### Overrides
|
||||
|
||||
[BaseIndex](BaseIndex.md).[asQueryEngine](BaseIndex.md#asqueryengine)
|
||||
|
||||
#### Defined in
|
||||
|
||||
[indices/list/ListIndex.ts:151](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/indices/list/ListIndex.ts#L151)
|
||||
|
||||
___
|
||||
|
||||
### asRetriever
|
||||
|
||||
▸ **asRetriever**(`options?`): [`BaseRetriever`](../interfaces/BaseRetriever.md)
|
||||
|
||||
Create a new retriever from the index.
|
||||
|
||||
#### Parameters
|
||||
|
||||
| Name | Type |
|
||||
| :------ | :------ |
|
||||
| `options?` | `Object` |
|
||||
| `options.mode` | [`ListRetrieverMode`](../enums/ListRetrieverMode.md) |
|
||||
|
||||
#### Returns
|
||||
|
||||
[`BaseRetriever`](../interfaces/BaseRetriever.md)
|
||||
|
||||
#### Overrides
|
||||
|
||||
[BaseIndex](BaseIndex.md).[asRetriever](BaseIndex.md#asretriever)
|
||||
|
||||
#### Defined in
|
||||
|
||||
[indices/list/ListIndex.ts:138](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/indices/list/ListIndex.ts#L138)
|
||||
|
||||
___
|
||||
|
||||
### getRefDocInfo
|
||||
|
||||
▸ **getRefDocInfo**(): `Promise`<`Record`<`string`, `RefDocInfo`\>\>
|
||||
|
||||
#### Returns
|
||||
|
||||
`Promise`<`Record`<`string`, `RefDocInfo`\>\>
|
||||
|
||||
#### Defined in
|
||||
|
||||
[indices/list/ListIndex.ts:199](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/indices/list/ListIndex.ts#L199)
|
||||
|
||||
___
|
||||
|
||||
### \_buildIndexFromNodes
|
||||
|
||||
▸ `Static` **_buildIndexFromNodes**(`nodes`, `docStore`, `indexStruct?`): `Promise`<[`IndexList`](IndexList.md)\>
|
||||
|
||||
#### Parameters
|
||||
|
||||
| Name | Type |
|
||||
| :------ | :------ |
|
||||
| `nodes` | [`BaseNode`](BaseNode.md)[] |
|
||||
| `docStore` | `BaseDocumentStore` |
|
||||
| `indexStruct?` | [`IndexList`](IndexList.md) |
|
||||
|
||||
#### Returns
|
||||
|
||||
`Promise`<[`IndexList`](IndexList.md)\>
|
||||
|
||||
#### Defined in
|
||||
|
||||
[indices/list/ListIndex.ts:172](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/indices/list/ListIndex.ts#L172)
|
||||
|
||||
___
|
||||
|
||||
### fromDocuments
|
||||
|
||||
▸ `Static` **fromDocuments**(`documents`, `args?`): `Promise`<[`ListIndex`](ListIndex.md)\>
|
||||
|
||||
#### Parameters
|
||||
|
||||
| Name | Type |
|
||||
| :------ | :------ |
|
||||
| `documents` | [`Document`](Document.md)[] |
|
||||
| `args` | `Object` |
|
||||
| `args.serviceContext?` | [`ServiceContext`](../interfaces/ServiceContext.md) |
|
||||
| `args.storageContext?` | [`StorageContext`](../interfaces/StorageContext.md) |
|
||||
|
||||
#### Returns
|
||||
|
||||
`Promise`<[`ListIndex`](ListIndex.md)\>
|
||||
|
||||
#### Defined in
|
||||
|
||||
[indices/list/ListIndex.ts:112](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/indices/list/ListIndex.ts#L112)
|
||||
|
||||
___
|
||||
|
||||
### init
|
||||
|
||||
▸ `Static` **init**(`options`): `Promise`<[`ListIndex`](ListIndex.md)\>
|
||||
|
||||
#### Parameters
|
||||
|
||||
| Name | Type |
|
||||
| :------ | :------ |
|
||||
| `options` | `ListIndexOptions` |
|
||||
|
||||
#### Returns
|
||||
|
||||
`Promise`<[`ListIndex`](ListIndex.md)\>
|
||||
|
||||
#### Defined in
|
||||
|
||||
[indices/list/ListIndex.ts:47](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/indices/list/ListIndex.ts#L47)
|
||||
@@ -1,137 +0,0 @@
|
||||
---
|
||||
id: "ListIndexLLMRetriever"
|
||||
title: "Class: ListIndexLLMRetriever"
|
||||
sidebar_label: "ListIndexLLMRetriever"
|
||||
sidebar_position: 0
|
||||
custom_edit_url: null
|
||||
---
|
||||
|
||||
LLM retriever for ListIndex.
|
||||
|
||||
## Implements
|
||||
|
||||
- [`BaseRetriever`](../interfaces/BaseRetriever.md)
|
||||
|
||||
## Constructors
|
||||
|
||||
### constructor
|
||||
|
||||
• **new ListIndexLLMRetriever**(`index`, `choiceSelectPrompt?`, `choiceBatchSize?`, `formatNodeBatchFn?`, `parseChoiceSelectAnswerFn?`, `serviceContext?`)
|
||||
|
||||
#### Parameters
|
||||
|
||||
| Name | Type | Default value |
|
||||
| :------ | :------ | :------ |
|
||||
| `index` | [`ListIndex`](ListIndex.md) | `undefined` |
|
||||
| `choiceSelectPrompt?` | [`SimplePrompt`](../modules.md#simpleprompt) | `undefined` |
|
||||
| `choiceBatchSize` | `number` | `10` |
|
||||
| `formatNodeBatchFn?` | `NodeFormatterFunction` | `undefined` |
|
||||
| `parseChoiceSelectAnswerFn?` | `ChoiceSelectParserFunction` | `undefined` |
|
||||
| `serviceContext?` | [`ServiceContext`](../interfaces/ServiceContext.md) | `undefined` |
|
||||
|
||||
#### Defined in
|
||||
|
||||
[indices/list/ListIndexRetriever.ts:64](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/indices/list/ListIndexRetriever.ts#L64)
|
||||
|
||||
## Properties
|
||||
|
||||
### choiceBatchSize
|
||||
|
||||
• **choiceBatchSize**: `number`
|
||||
|
||||
#### Defined in
|
||||
|
||||
[indices/list/ListIndexRetriever.ts:59](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/indices/list/ListIndexRetriever.ts#L59)
|
||||
|
||||
___
|
||||
|
||||
### choiceSelectPrompt
|
||||
|
||||
• **choiceSelectPrompt**: [`SimplePrompt`](../modules.md#simpleprompt)
|
||||
|
||||
#### Defined in
|
||||
|
||||
[indices/list/ListIndexRetriever.ts:58](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/indices/list/ListIndexRetriever.ts#L58)
|
||||
|
||||
___
|
||||
|
||||
### formatNodeBatchFn
|
||||
|
||||
• **formatNodeBatchFn**: `NodeFormatterFunction`
|
||||
|
||||
#### Defined in
|
||||
|
||||
[indices/list/ListIndexRetriever.ts:60](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/indices/list/ListIndexRetriever.ts#L60)
|
||||
|
||||
___
|
||||
|
||||
### index
|
||||
|
||||
• **index**: [`ListIndex`](ListIndex.md)
|
||||
|
||||
#### Defined in
|
||||
|
||||
[indices/list/ListIndexRetriever.ts:57](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/indices/list/ListIndexRetriever.ts#L57)
|
||||
|
||||
___
|
||||
|
||||
### parseChoiceSelectAnswerFn
|
||||
|
||||
• **parseChoiceSelectAnswerFn**: `ChoiceSelectParserFunction`
|
||||
|
||||
#### Defined in
|
||||
|
||||
[indices/list/ListIndexRetriever.ts:61](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/indices/list/ListIndexRetriever.ts#L61)
|
||||
|
||||
___
|
||||
|
||||
### serviceContext
|
||||
|
||||
• **serviceContext**: [`ServiceContext`](../interfaces/ServiceContext.md)
|
||||
|
||||
#### Defined in
|
||||
|
||||
[indices/list/ListIndexRetriever.ts:62](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/indices/list/ListIndexRetriever.ts#L62)
|
||||
|
||||
## Methods
|
||||
|
||||
### getServiceContext
|
||||
|
||||
▸ **getServiceContext**(): [`ServiceContext`](../interfaces/ServiceContext.md)
|
||||
|
||||
#### Returns
|
||||
|
||||
[`ServiceContext`](../interfaces/ServiceContext.md)
|
||||
|
||||
#### Implementation of
|
||||
|
||||
[BaseRetriever](../interfaces/BaseRetriever.md).[getServiceContext](../interfaces/BaseRetriever.md#getservicecontext)
|
||||
|
||||
#### Defined in
|
||||
|
||||
[indices/list/ListIndexRetriever.ts:127](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/indices/list/ListIndexRetriever.ts#L127)
|
||||
|
||||
___
|
||||
|
||||
### retrieve
|
||||
|
||||
▸ **retrieve**(`query`, `parentEvent?`): `Promise`<[`NodeWithScore`](../interfaces/NodeWithScore.md)[]\>
|
||||
|
||||
#### Parameters
|
||||
|
||||
| Name | Type |
|
||||
| :------ | :------ |
|
||||
| `query` | `string` |
|
||||
| `parentEvent?` | [`Event`](../interfaces/Event.md) |
|
||||
|
||||
#### Returns
|
||||
|
||||
`Promise`<[`NodeWithScore`](../interfaces/NodeWithScore.md)[]\>
|
||||
|
||||
#### Implementation of
|
||||
|
||||
[BaseRetriever](../interfaces/BaseRetriever.md).[retrieve](../interfaces/BaseRetriever.md#retrieve)
|
||||
|
||||
#### Defined in
|
||||
|
||||
[indices/list/ListIndexRetriever.ts:81](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/indices/list/ListIndexRetriever.ts#L81)
|
||||
@@ -1,82 +0,0 @@
|
||||
---
|
||||
id: "ListIndexRetriever"
|
||||
title: "Class: ListIndexRetriever"
|
||||
sidebar_label: "ListIndexRetriever"
|
||||
sidebar_position: 0
|
||||
custom_edit_url: null
|
||||
---
|
||||
|
||||
Simple retriever for ListIndex that returns all nodes
|
||||
|
||||
## Implements
|
||||
|
||||
- [`BaseRetriever`](../interfaces/BaseRetriever.md)
|
||||
|
||||
## Constructors
|
||||
|
||||
### constructor
|
||||
|
||||
• **new ListIndexRetriever**(`index`)
|
||||
|
||||
#### Parameters
|
||||
|
||||
| Name | Type |
|
||||
| :------ | :------ |
|
||||
| `index` | [`ListIndex`](ListIndex.md) |
|
||||
|
||||
#### Defined in
|
||||
|
||||
[indices/list/ListIndexRetriever.ts:22](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/indices/list/ListIndexRetriever.ts#L22)
|
||||
|
||||
## Properties
|
||||
|
||||
### index
|
||||
|
||||
• **index**: [`ListIndex`](ListIndex.md)
|
||||
|
||||
#### Defined in
|
||||
|
||||
[indices/list/ListIndexRetriever.ts:20](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/indices/list/ListIndexRetriever.ts#L20)
|
||||
|
||||
## Methods
|
||||
|
||||
### getServiceContext
|
||||
|
||||
▸ **getServiceContext**(): [`ServiceContext`](../interfaces/ServiceContext.md)
|
||||
|
||||
#### Returns
|
||||
|
||||
[`ServiceContext`](../interfaces/ServiceContext.md)
|
||||
|
||||
#### Implementation of
|
||||
|
||||
[BaseRetriever](../interfaces/BaseRetriever.md).[getServiceContext](../interfaces/BaseRetriever.md#getservicecontext)
|
||||
|
||||
#### Defined in
|
||||
|
||||
[indices/list/ListIndexRetriever.ts:48](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/indices/list/ListIndexRetriever.ts#L48)
|
||||
|
||||
___
|
||||
|
||||
### retrieve
|
||||
|
||||
▸ **retrieve**(`query`, `parentEvent?`): `Promise`<[`NodeWithScore`](../interfaces/NodeWithScore.md)[]\>
|
||||
|
||||
#### Parameters
|
||||
|
||||
| Name | Type |
|
||||
| :------ | :------ |
|
||||
| `query` | `string` |
|
||||
| `parentEvent?` | [`Event`](../interfaces/Event.md) |
|
||||
|
||||
#### Returns
|
||||
|
||||
`Promise`<[`NodeWithScore`](../interfaces/NodeWithScore.md)[]\>
|
||||
|
||||
#### Implementation of
|
||||
|
||||
[BaseRetriever](../interfaces/BaseRetriever.md).[retrieve](../interfaces/BaseRetriever.md#retrieve)
|
||||
|
||||
#### Defined in
|
||||
|
||||
[indices/list/ListIndexRetriever.ts:26](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/indices/list/ListIndexRetriever.ts#L26)
|
||||
@@ -1,224 +0,0 @@
|
||||
---
|
||||
id: "LlamaDeuce"
|
||||
title: "Class: LlamaDeuce"
|
||||
sidebar_label: "LlamaDeuce"
|
||||
sidebar_position: 0
|
||||
custom_edit_url: null
|
||||
---
|
||||
|
||||
Llama2 LLM implementation
|
||||
|
||||
## Implements
|
||||
|
||||
- [`LLM`](../interfaces/LLM.md)
|
||||
|
||||
## Constructors
|
||||
|
||||
### constructor
|
||||
|
||||
• **new LlamaDeuce**(`init?`)
|
||||
|
||||
#### Parameters
|
||||
|
||||
| Name | Type |
|
||||
| :------ | :------ |
|
||||
| `init?` | `Partial`<[`LlamaDeuce`](LlamaDeuce.md)\> |
|
||||
|
||||
#### Defined in
|
||||
|
||||
[llm/LLM.ts:242](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/llm/LLM.ts#L242)
|
||||
|
||||
## Properties
|
||||
|
||||
### chatStrategy
|
||||
|
||||
• **chatStrategy**: [`DeuceChatStrategy`](../enums/DeuceChatStrategy.md)
|
||||
|
||||
#### Defined in
|
||||
|
||||
[llm/LLM.ts:236](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/llm/LLM.ts#L236)
|
||||
|
||||
___
|
||||
|
||||
### maxTokens
|
||||
|
||||
• `Optional` **maxTokens**: `number`
|
||||
|
||||
#### Defined in
|
||||
|
||||
[llm/LLM.ts:239](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/llm/LLM.ts#L239)
|
||||
|
||||
___
|
||||
|
||||
### model
|
||||
|
||||
• **model**: ``"Llama-2-70b-chat"`` \| ``"Llama-2-13b-chat"`` \| ``"Llama-2-7b-chat"``
|
||||
|
||||
#### Defined in
|
||||
|
||||
[llm/LLM.ts:235](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/llm/LLM.ts#L235)
|
||||
|
||||
___
|
||||
|
||||
### replicateSession
|
||||
|
||||
• **replicateSession**: `ReplicateSession`
|
||||
|
||||
#### Defined in
|
||||
|
||||
[llm/LLM.ts:240](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/llm/LLM.ts#L240)
|
||||
|
||||
___
|
||||
|
||||
### temperature
|
||||
|
||||
• **temperature**: `number`
|
||||
|
||||
#### Defined in
|
||||
|
||||
[llm/LLM.ts:237](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/llm/LLM.ts#L237)
|
||||
|
||||
___
|
||||
|
||||
### topP
|
||||
|
||||
• **topP**: `number`
|
||||
|
||||
#### Defined in
|
||||
|
||||
[llm/LLM.ts:238](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/llm/LLM.ts#L238)
|
||||
|
||||
## Methods
|
||||
|
||||
### chat
|
||||
|
||||
▸ **chat**(`messages`, `_parentEvent?`): `Promise`<[`ChatResponse`](../interfaces/ChatResponse.md)\>
|
||||
|
||||
Get a chat response from the LLM
|
||||
|
||||
#### Parameters
|
||||
|
||||
| Name | Type |
|
||||
| :------ | :------ |
|
||||
| `messages` | [`ChatMessage`](../interfaces/ChatMessage.md)[] |
|
||||
| `_parentEvent?` | [`Event`](../interfaces/Event.md) |
|
||||
|
||||
#### Returns
|
||||
|
||||
`Promise`<[`ChatResponse`](../interfaces/ChatResponse.md)\>
|
||||
|
||||
#### Implementation of
|
||||
|
||||
[LLM](../interfaces/LLM.md).[chat](../interfaces/LLM.md#chat)
|
||||
|
||||
#### Defined in
|
||||
|
||||
[llm/LLM.ts:333](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/llm/LLM.ts#L333)
|
||||
|
||||
___
|
||||
|
||||
### complete
|
||||
|
||||
▸ **complete**(`prompt`, `parentEvent?`): `Promise`<[`ChatResponse`](../interfaces/ChatResponse.md)\>
|
||||
|
||||
Get a prompt completion from the LLM
|
||||
|
||||
#### Parameters
|
||||
|
||||
| Name | Type | Description |
|
||||
| :------ | :------ | :------ |
|
||||
| `prompt` | `string` | the prompt to complete |
|
||||
| `parentEvent?` | [`Event`](../interfaces/Event.md) | - |
|
||||
|
||||
#### Returns
|
||||
|
||||
`Promise`<[`ChatResponse`](../interfaces/ChatResponse.md)\>
|
||||
|
||||
#### Implementation of
|
||||
|
||||
[LLM](../interfaces/LLM.md).[complete](../interfaces/LLM.md#complete)
|
||||
|
||||
#### Defined in
|
||||
|
||||
[llm/LLM.ts:360](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/llm/LLM.ts#L360)
|
||||
|
||||
___
|
||||
|
||||
### mapMessageTypeA16Z
|
||||
|
||||
▸ **mapMessageTypeA16Z**(`messageType`): `string`
|
||||
|
||||
#### Parameters
|
||||
|
||||
| Name | Type |
|
||||
| :------ | :------ |
|
||||
| `messageType` | [`MessageType`](../modules.md#messagetype) |
|
||||
|
||||
#### Returns
|
||||
|
||||
`string`
|
||||
|
||||
#### Defined in
|
||||
|
||||
[llm/LLM.ts:274](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/llm/LLM.ts#L274)
|
||||
|
||||
___
|
||||
|
||||
### mapMessagesToPrompt
|
||||
|
||||
▸ **mapMessagesToPrompt**(`messages`): `string`
|
||||
|
||||
#### Parameters
|
||||
|
||||
| Name | Type |
|
||||
| :------ | :------ |
|
||||
| `messages` | [`ChatMessage`](../interfaces/ChatMessage.md)[] |
|
||||
|
||||
#### Returns
|
||||
|
||||
`string`
|
||||
|
||||
#### Defined in
|
||||
|
||||
[llm/LLM.ts:251](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/llm/LLM.ts#L251)
|
||||
|
||||
___
|
||||
|
||||
### mapMessagesToPromptA16Z
|
||||
|
||||
▸ **mapMessagesToPromptA16Z**(`messages`): `string`
|
||||
|
||||
#### Parameters
|
||||
|
||||
| Name | Type |
|
||||
| :------ | :------ |
|
||||
| `messages` | [`ChatMessage`](../interfaces/ChatMessage.md)[] |
|
||||
|
||||
#### Returns
|
||||
|
||||
`string`
|
||||
|
||||
#### Defined in
|
||||
|
||||
[llm/LLM.ts:263](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/llm/LLM.ts#L263)
|
||||
|
||||
___
|
||||
|
||||
### mapMessagesToPromptMeta
|
||||
|
||||
▸ **mapMessagesToPromptMeta**(`messages`, `withBos?`): `string`
|
||||
|
||||
#### Parameters
|
||||
|
||||
| Name | Type | Default value |
|
||||
| :------ | :------ | :------ |
|
||||
| `messages` | [`ChatMessage`](../interfaces/ChatMessage.md)[] | `undefined` |
|
||||
| `withBos` | `boolean` | `false` |
|
||||
|
||||
#### Returns
|
||||
|
||||
`string`
|
||||
|
||||
#### Defined in
|
||||
|
||||
[llm/LLM.ts:287](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/llm/LLM.ts#L287)
|
||||
@@ -1,193 +0,0 @@
|
||||
---
|
||||
id: "OpenAI"
|
||||
title: "Class: OpenAI"
|
||||
sidebar_label: "OpenAI"
|
||||
sidebar_position: 0
|
||||
custom_edit_url: null
|
||||
---
|
||||
|
||||
OpenAI LLM implementation
|
||||
|
||||
## Implements
|
||||
|
||||
- [`LLM`](../interfaces/LLM.md)
|
||||
|
||||
## Constructors
|
||||
|
||||
### constructor
|
||||
|
||||
• **new OpenAI**(`init?`)
|
||||
|
||||
#### Parameters
|
||||
|
||||
| Name | Type |
|
||||
| :------ | :------ |
|
||||
| `init?` | `Partial`<[`OpenAI`](OpenAI.md)\> & { `azure?`: `AzureOpenAIConfig` } |
|
||||
|
||||
#### Defined in
|
||||
|
||||
[llm/LLM.ts:94](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/llm/LLM.ts#L94)
|
||||
|
||||
## Properties
|
||||
|
||||
### apiKey
|
||||
|
||||
• `Optional` **apiKey**: `string` = `undefined`
|
||||
|
||||
#### Defined in
|
||||
|
||||
[llm/LLM.ts:87](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/llm/LLM.ts#L87)
|
||||
|
||||
___
|
||||
|
||||
### callbackManager
|
||||
|
||||
• `Optional` **callbackManager**: [`CallbackManager`](CallbackManager.md)
|
||||
|
||||
#### Defined in
|
||||
|
||||
[llm/LLM.ts:92](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/llm/LLM.ts#L92)
|
||||
|
||||
___
|
||||
|
||||
### maxRetries
|
||||
|
||||
• **maxRetries**: `number`
|
||||
|
||||
#### Defined in
|
||||
|
||||
[llm/LLM.ts:88](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/llm/LLM.ts#L88)
|
||||
|
||||
___
|
||||
|
||||
### maxTokens
|
||||
|
||||
• `Optional` **maxTokens**: `number`
|
||||
|
||||
#### Defined in
|
||||
|
||||
[llm/LLM.ts:84](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/llm/LLM.ts#L84)
|
||||
|
||||
___
|
||||
|
||||
### model
|
||||
|
||||
• **model**: ``"gpt-3.5-turbo"`` \| ``"gpt-3.5-turbo-16k"`` \| ``"gpt-4"`` \| ``"gpt-4-32k"``
|
||||
|
||||
#### Defined in
|
||||
|
||||
[llm/LLM.ts:81](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/llm/LLM.ts#L81)
|
||||
|
||||
___
|
||||
|
||||
### session
|
||||
|
||||
• **session**: `OpenAISession`
|
||||
|
||||
#### Defined in
|
||||
|
||||
[llm/LLM.ts:90](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/llm/LLM.ts#L90)
|
||||
|
||||
___
|
||||
|
||||
### temperature
|
||||
|
||||
• **temperature**: `number`
|
||||
|
||||
#### Defined in
|
||||
|
||||
[llm/LLM.ts:82](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/llm/LLM.ts#L82)
|
||||
|
||||
___
|
||||
|
||||
### timeout
|
||||
|
||||
• `Optional` **timeout**: `number`
|
||||
|
||||
#### Defined in
|
||||
|
||||
[llm/LLM.ts:89](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/llm/LLM.ts#L89)
|
||||
|
||||
___
|
||||
|
||||
### topP
|
||||
|
||||
• **topP**: `number`
|
||||
|
||||
#### Defined in
|
||||
|
||||
[llm/LLM.ts:83](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/llm/LLM.ts#L83)
|
||||
|
||||
## Methods
|
||||
|
||||
### chat
|
||||
|
||||
▸ **chat**(`messages`, `parentEvent?`): `Promise`<[`ChatResponse`](../interfaces/ChatResponse.md)\>
|
||||
|
||||
Get a chat response from the LLM
|
||||
|
||||
#### Parameters
|
||||
|
||||
| Name | Type |
|
||||
| :------ | :------ |
|
||||
| `messages` | [`ChatMessage`](../interfaces/ChatMessage.md)[] |
|
||||
| `parentEvent?` | [`Event`](../interfaces/Event.md) |
|
||||
|
||||
#### Returns
|
||||
|
||||
`Promise`<[`ChatResponse`](../interfaces/ChatResponse.md)\>
|
||||
|
||||
#### Implementation of
|
||||
|
||||
[LLM](../interfaces/LLM.md).[chat](../interfaces/LLM.md#chat)
|
||||
|
||||
#### Defined in
|
||||
|
||||
[llm/LLM.ts:157](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/llm/LLM.ts#L157)
|
||||
|
||||
___
|
||||
|
||||
### complete
|
||||
|
||||
▸ **complete**(`prompt`, `parentEvent?`): `Promise`<[`ChatResponse`](../interfaces/ChatResponse.md)\>
|
||||
|
||||
Get a prompt completion from the LLM
|
||||
|
||||
#### Parameters
|
||||
|
||||
| Name | Type | Description |
|
||||
| :------ | :------ | :------ |
|
||||
| `prompt` | `string` | the prompt to complete |
|
||||
| `parentEvent?` | [`Event`](../interfaces/Event.md) | - |
|
||||
|
||||
#### Returns
|
||||
|
||||
`Promise`<[`ChatResponse`](../interfaces/ChatResponse.md)\>
|
||||
|
||||
#### Implementation of
|
||||
|
||||
[LLM](../interfaces/LLM.md).[complete](../interfaces/LLM.md#complete)
|
||||
|
||||
#### Defined in
|
||||
|
||||
[llm/LLM.ts:197](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/llm/LLM.ts#L197)
|
||||
|
||||
___
|
||||
|
||||
### mapMessageType
|
||||
|
||||
▸ **mapMessageType**(`messageType`): ``"function"`` \| ``"user"`` \| ``"assistant"`` \| ``"system"``
|
||||
|
||||
#### Parameters
|
||||
|
||||
| Name | Type |
|
||||
| :------ | :------ |
|
||||
| `messageType` | [`MessageType`](../modules.md#messagetype) |
|
||||
|
||||
#### Returns
|
||||
|
||||
``"function"`` \| ``"user"`` \| ``"assistant"`` \| ``"system"``
|
||||
|
||||
#### Defined in
|
||||
|
||||
[llm/LLM.ts:140](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/llm/LLM.ts#L140)
|
||||
@@ -1,177 +0,0 @@
|
||||
---
|
||||
id: "OpenAIEmbedding"
|
||||
title: "Class: OpenAIEmbedding"
|
||||
sidebar_label: "OpenAIEmbedding"
|
||||
sidebar_position: 0
|
||||
custom_edit_url: null
|
||||
---
|
||||
|
||||
## Hierarchy
|
||||
|
||||
- [`BaseEmbedding`](BaseEmbedding.md)
|
||||
|
||||
↳ **`OpenAIEmbedding`**
|
||||
|
||||
## Constructors
|
||||
|
||||
### constructor
|
||||
|
||||
• **new OpenAIEmbedding**(`init?`)
|
||||
|
||||
#### Parameters
|
||||
|
||||
| Name | Type |
|
||||
| :------ | :------ |
|
||||
| `init?` | `Partial`<[`OpenAIEmbedding`](OpenAIEmbedding.md)\> & { `azure?`: `AzureOpenAIConfig` } |
|
||||
|
||||
#### Overrides
|
||||
|
||||
[BaseEmbedding](BaseEmbedding.md).[constructor](BaseEmbedding.md#constructor)
|
||||
|
||||
#### Defined in
|
||||
|
||||
[Embedding.ts:229](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/Embedding.ts#L229)
|
||||
|
||||
## Properties
|
||||
|
||||
### apiKey
|
||||
|
||||
• `Optional` **apiKey**: `string` = `undefined`
|
||||
|
||||
#### Defined in
|
||||
|
||||
[Embedding.ts:224](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/Embedding.ts#L224)
|
||||
|
||||
___
|
||||
|
||||
### maxRetries
|
||||
|
||||
• **maxRetries**: `number`
|
||||
|
||||
#### Defined in
|
||||
|
||||
[Embedding.ts:225](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/Embedding.ts#L225)
|
||||
|
||||
___
|
||||
|
||||
### model
|
||||
|
||||
• **model**: `TEXT_EMBED_ADA_002`
|
||||
|
||||
#### Defined in
|
||||
|
||||
[Embedding.ts:221](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/Embedding.ts#L221)
|
||||
|
||||
___
|
||||
|
||||
### session
|
||||
|
||||
• **session**: `OpenAISession`
|
||||
|
||||
#### Defined in
|
||||
|
||||
[Embedding.ts:227](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/Embedding.ts#L227)
|
||||
|
||||
___
|
||||
|
||||
### timeout
|
||||
|
||||
• `Optional` **timeout**: `number`
|
||||
|
||||
#### Defined in
|
||||
|
||||
[Embedding.ts:226](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/Embedding.ts#L226)
|
||||
|
||||
## Methods
|
||||
|
||||
### getOpenAIEmbedding
|
||||
|
||||
▸ `Private` **getOpenAIEmbedding**(`input`): `Promise`<`number`[]\>
|
||||
|
||||
#### Parameters
|
||||
|
||||
| Name | Type |
|
||||
| :------ | :------ |
|
||||
| `input` | `string` |
|
||||
|
||||
#### Returns
|
||||
|
||||
`Promise`<`number`[]\>
|
||||
|
||||
#### Defined in
|
||||
|
||||
[Embedding.ts:270](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/Embedding.ts#L270)
|
||||
|
||||
___
|
||||
|
||||
### getQueryEmbedding
|
||||
|
||||
▸ **getQueryEmbedding**(`query`): `Promise`<`number`[]\>
|
||||
|
||||
#### Parameters
|
||||
|
||||
| Name | Type |
|
||||
| :------ | :------ |
|
||||
| `query` | `string` |
|
||||
|
||||
#### Returns
|
||||
|
||||
`Promise`<`number`[]\>
|
||||
|
||||
#### Overrides
|
||||
|
||||
[BaseEmbedding](BaseEmbedding.md).[getQueryEmbedding](BaseEmbedding.md#getqueryembedding)
|
||||
|
||||
#### Defined in
|
||||
|
||||
[Embedding.ts:286](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/Embedding.ts#L286)
|
||||
|
||||
___
|
||||
|
||||
### getTextEmbedding
|
||||
|
||||
▸ **getTextEmbedding**(`text`): `Promise`<`number`[]\>
|
||||
|
||||
#### Parameters
|
||||
|
||||
| Name | Type |
|
||||
| :------ | :------ |
|
||||
| `text` | `string` |
|
||||
|
||||
#### Returns
|
||||
|
||||
`Promise`<`number`[]\>
|
||||
|
||||
#### Overrides
|
||||
|
||||
[BaseEmbedding](BaseEmbedding.md).[getTextEmbedding](BaseEmbedding.md#gettextembedding)
|
||||
|
||||
#### Defined in
|
||||
|
||||
[Embedding.ts:282](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/Embedding.ts#L282)
|
||||
|
||||
___
|
||||
|
||||
### similarity
|
||||
|
||||
▸ **similarity**(`embedding1`, `embedding2`, `mode?`): `number`
|
||||
|
||||
#### Parameters
|
||||
|
||||
| Name | Type | Default value |
|
||||
| :------ | :------ | :------ |
|
||||
| `embedding1` | `number`[] | `undefined` |
|
||||
| `embedding2` | `number`[] | `undefined` |
|
||||
| `mode` | [`SimilarityType`](../enums/SimilarityType.md) | `SimilarityType.DEFAULT` |
|
||||
|
||||
#### Returns
|
||||
|
||||
`number`
|
||||
|
||||
#### Inherited from
|
||||
|
||||
[BaseEmbedding](BaseEmbedding.md).[similarity](BaseEmbedding.md#similarity)
|
||||
|
||||
#### Defined in
|
||||
|
||||
[Embedding.ts:204](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/Embedding.ts#L204)
|
||||
@@ -1,44 +0,0 @@
|
||||
---
|
||||
id: "PDFReader"
|
||||
title: "Class: PDFReader"
|
||||
sidebar_label: "PDFReader"
|
||||
sidebar_position: 0
|
||||
custom_edit_url: null
|
||||
---
|
||||
|
||||
Read the text of a PDF
|
||||
|
||||
## Implements
|
||||
|
||||
- [`BaseReader`](../interfaces/BaseReader.md)
|
||||
|
||||
## Constructors
|
||||
|
||||
### constructor
|
||||
|
||||
• **new PDFReader**()
|
||||
|
||||
## Methods
|
||||
|
||||
### loadData
|
||||
|
||||
▸ **loadData**(`file`, `fs?`): `Promise`<[`Document`](Document.md)[]\>
|
||||
|
||||
#### Parameters
|
||||
|
||||
| Name | Type | Default value |
|
||||
| :------ | :------ | :------ |
|
||||
| `file` | `string` | `undefined` |
|
||||
| `fs` | [`GenericFileSystem`](../interfaces/GenericFileSystem.md) | `DEFAULT_FS` |
|
||||
|
||||
#### Returns
|
||||
|
||||
`Promise`<[`Document`](Document.md)[]\>
|
||||
|
||||
#### Implementation of
|
||||
|
||||
[BaseReader](../interfaces/BaseReader.md).[loadData](../interfaces/BaseReader.md#loaddata)
|
||||
|
||||
#### Defined in
|
||||
|
||||
[readers/PDFReader.ts:11](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/readers/PDFReader.ts#L11)
|
||||
@@ -1,139 +0,0 @@
|
||||
---
|
||||
id: "Refine"
|
||||
title: "Class: Refine"
|
||||
sidebar_label: "Refine"
|
||||
sidebar_position: 0
|
||||
custom_edit_url: null
|
||||
---
|
||||
|
||||
A response builder that uses the query to ask the LLM generate a better response using multiple text chunks.
|
||||
|
||||
## Hierarchy
|
||||
|
||||
- **`Refine`**
|
||||
|
||||
↳ [`CompactAndRefine`](CompactAndRefine.md)
|
||||
|
||||
## Implements
|
||||
|
||||
- `BaseResponseBuilder`
|
||||
|
||||
## Constructors
|
||||
|
||||
### constructor
|
||||
|
||||
• **new Refine**(`serviceContext`, `textQATemplate?`, `refineTemplate?`)
|
||||
|
||||
#### Parameters
|
||||
|
||||
| Name | Type |
|
||||
| :------ | :------ |
|
||||
| `serviceContext` | [`ServiceContext`](../interfaces/ServiceContext.md) |
|
||||
| `textQATemplate?` | [`SimplePrompt`](../modules.md#simpleprompt) |
|
||||
| `refineTemplate?` | [`SimplePrompt`](../modules.md#simpleprompt) |
|
||||
|
||||
#### Defined in
|
||||
|
||||
[ResponseSynthesizer.ts:78](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/ResponseSynthesizer.ts#L78)
|
||||
|
||||
## Properties
|
||||
|
||||
### refineTemplate
|
||||
|
||||
• **refineTemplate**: [`SimplePrompt`](../modules.md#simpleprompt)
|
||||
|
||||
#### Defined in
|
||||
|
||||
[ResponseSynthesizer.ts:76](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/ResponseSynthesizer.ts#L76)
|
||||
|
||||
___
|
||||
|
||||
### serviceContext
|
||||
|
||||
• **serviceContext**: [`ServiceContext`](../interfaces/ServiceContext.md)
|
||||
|
||||
#### Defined in
|
||||
|
||||
[ResponseSynthesizer.ts:74](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/ResponseSynthesizer.ts#L74)
|
||||
|
||||
___
|
||||
|
||||
### textQATemplate
|
||||
|
||||
• **textQATemplate**: [`SimplePrompt`](../modules.md#simpleprompt)
|
||||
|
||||
#### Defined in
|
||||
|
||||
[ResponseSynthesizer.ts:75](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/ResponseSynthesizer.ts#L75)
|
||||
|
||||
## Methods
|
||||
|
||||
### getResponse
|
||||
|
||||
▸ **getResponse**(`query`, `textChunks`, `parentEvent?`, `prevResponse?`): `Promise`<`string`\>
|
||||
|
||||
#### Parameters
|
||||
|
||||
| Name | Type |
|
||||
| :------ | :------ |
|
||||
| `query` | `string` |
|
||||
| `textChunks` | `string`[] |
|
||||
| `parentEvent?` | [`Event`](../interfaces/Event.md) |
|
||||
| `prevResponse?` | `string` |
|
||||
|
||||
#### Returns
|
||||
|
||||
`Promise`<`string`\>
|
||||
|
||||
#### Implementation of
|
||||
|
||||
BaseResponseBuilder.getResponse
|
||||
|
||||
#### Defined in
|
||||
|
||||
[ResponseSynthesizer.ts:88](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/ResponseSynthesizer.ts#L88)
|
||||
|
||||
___
|
||||
|
||||
### giveResponseSingle
|
||||
|
||||
▸ `Private` **giveResponseSingle**(`queryStr`, `textChunk`, `parentEvent?`): `Promise`<`string`\>
|
||||
|
||||
#### Parameters
|
||||
|
||||
| Name | Type |
|
||||
| :------ | :------ |
|
||||
| `queryStr` | `string` |
|
||||
| `textChunk` | `string` |
|
||||
| `parentEvent?` | [`Event`](../interfaces/Event.md) |
|
||||
|
||||
#### Returns
|
||||
|
||||
`Promise`<`string`\>
|
||||
|
||||
#### Defined in
|
||||
|
||||
[ResponseSynthesizer.ts:113](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/ResponseSynthesizer.ts#L113)
|
||||
|
||||
___
|
||||
|
||||
### refineResponseSingle
|
||||
|
||||
▸ `Private` **refineResponseSingle**(`response`, `queryStr`, `textChunk`, `parentEvent?`): `Promise`<`string`\>
|
||||
|
||||
#### Parameters
|
||||
|
||||
| Name | Type |
|
||||
| :------ | :------ |
|
||||
| `response` | `string` |
|
||||
| `queryStr` | `string` |
|
||||
| `textChunk` | `string` |
|
||||
| `parentEvent?` | [`Event`](../interfaces/Event.md) |
|
||||
|
||||
#### Returns
|
||||
|
||||
`Promise`<`string`\>
|
||||
|
||||
#### Defined in
|
||||
|
||||
[ResponseSynthesizer.ts:149](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/ResponseSynthesizer.ts#L149)
|
||||
@@ -1,74 +0,0 @@
|
||||
---
|
||||
id: "Response"
|
||||
title: "Class: Response"
|
||||
sidebar_label: "Response"
|
||||
sidebar_position: 0
|
||||
custom_edit_url: null
|
||||
---
|
||||
|
||||
Respone is the output of a LLM
|
||||
|
||||
## Constructors
|
||||
|
||||
### constructor
|
||||
|
||||
• **new Response**(`response`, `sourceNodes?`)
|
||||
|
||||
#### Parameters
|
||||
|
||||
| Name | Type |
|
||||
| :------ | :------ |
|
||||
| `response` | `string` |
|
||||
| `sourceNodes?` | [`BaseNode`](BaseNode.md)[] |
|
||||
|
||||
#### Defined in
|
||||
|
||||
[Response.ts:10](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/Response.ts#L10)
|
||||
|
||||
## Properties
|
||||
|
||||
### response
|
||||
|
||||
• **response**: `string`
|
||||
|
||||
#### Defined in
|
||||
|
||||
[Response.ts:7](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/Response.ts#L7)
|
||||
|
||||
___
|
||||
|
||||
### sourceNodes
|
||||
|
||||
• `Optional` **sourceNodes**: [`BaseNode`](BaseNode.md)[]
|
||||
|
||||
#### Defined in
|
||||
|
||||
[Response.ts:8](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/Response.ts#L8)
|
||||
|
||||
## Methods
|
||||
|
||||
### getFormattedSources
|
||||
|
||||
▸ **getFormattedSources**(): `void`
|
||||
|
||||
#### Returns
|
||||
|
||||
`void`
|
||||
|
||||
#### Defined in
|
||||
|
||||
[Response.ts:15](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/Response.ts#L15)
|
||||
|
||||
___
|
||||
|
||||
### toString
|
||||
|
||||
▸ **toString**(): `string`
|
||||
|
||||
#### Returns
|
||||
|
||||
`string`
|
||||
|
||||
#### Defined in
|
||||
|
||||
[Response.ts:19](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/Response.ts#L19)
|
||||
@@ -1,69 +0,0 @@
|
||||
---
|
||||
id: "ResponseSynthesizer"
|
||||
title: "Class: ResponseSynthesizer"
|
||||
sidebar_label: "ResponseSynthesizer"
|
||||
sidebar_position: 0
|
||||
custom_edit_url: null
|
||||
---
|
||||
|
||||
A ResponseSynthesizer is used to generate a response from a query and a list of nodes.
|
||||
|
||||
## Constructors
|
||||
|
||||
### constructor
|
||||
|
||||
• **new ResponseSynthesizer**(`«destructured»?`)
|
||||
|
||||
#### Parameters
|
||||
|
||||
| Name | Type |
|
||||
| :------ | :------ |
|
||||
| `«destructured»` | `Object` |
|
||||
| › `responseBuilder?` | `BaseResponseBuilder` |
|
||||
| › `serviceContext?` | [`ServiceContext`](../interfaces/ServiceContext.md) |
|
||||
|
||||
#### Defined in
|
||||
|
||||
[ResponseSynthesizer.ts:285](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/ResponseSynthesizer.ts#L285)
|
||||
|
||||
## Properties
|
||||
|
||||
### responseBuilder
|
||||
|
||||
• **responseBuilder**: `BaseResponseBuilder`
|
||||
|
||||
#### Defined in
|
||||
|
||||
[ResponseSynthesizer.ts:282](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/ResponseSynthesizer.ts#L282)
|
||||
|
||||
___
|
||||
|
||||
### serviceContext
|
||||
|
||||
• **serviceContext**: [`ServiceContext`](../interfaces/ServiceContext.md)
|
||||
|
||||
#### Defined in
|
||||
|
||||
[ResponseSynthesizer.ts:283](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/ResponseSynthesizer.ts#L283)
|
||||
|
||||
## Methods
|
||||
|
||||
### synthesize
|
||||
|
||||
▸ **synthesize**(`query`, `nodes`, `parentEvent?`): `Promise`<[`Response`](Response.md)\>
|
||||
|
||||
#### Parameters
|
||||
|
||||
| Name | Type |
|
||||
| :------ | :------ |
|
||||
| `query` | `string` |
|
||||
| `nodes` | [`NodeWithScore`](../interfaces/NodeWithScore.md)[] |
|
||||
| `parentEvent?` | [`Event`](../interfaces/Event.md) |
|
||||
|
||||
#### Returns
|
||||
|
||||
`Promise`<[`Response`](Response.md)\>
|
||||
|
||||
#### Defined in
|
||||
|
||||
[ResponseSynthesizer.ts:297](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/ResponseSynthesizer.ts#L297)
|
||||
@@ -1,77 +0,0 @@
|
||||
---
|
||||
id: "RetrieverQueryEngine"
|
||||
title: "Class: RetrieverQueryEngine"
|
||||
sidebar_label: "RetrieverQueryEngine"
|
||||
sidebar_position: 0
|
||||
custom_edit_url: null
|
||||
---
|
||||
|
||||
A query engine that uses a retriever to query an index and then synthesizes the response.
|
||||
|
||||
## Implements
|
||||
|
||||
- [`BaseQueryEngine`](../interfaces/BaseQueryEngine.md)
|
||||
|
||||
## Constructors
|
||||
|
||||
### constructor
|
||||
|
||||
• **new RetrieverQueryEngine**(`retriever`, `responseSynthesizer?`)
|
||||
|
||||
#### Parameters
|
||||
|
||||
| Name | Type |
|
||||
| :------ | :------ |
|
||||
| `retriever` | [`BaseRetriever`](../interfaces/BaseRetriever.md) |
|
||||
| `responseSynthesizer?` | [`ResponseSynthesizer`](ResponseSynthesizer.md) |
|
||||
|
||||
#### Defined in
|
||||
|
||||
[QueryEngine.ts:34](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/QueryEngine.ts#L34)
|
||||
|
||||
## Properties
|
||||
|
||||
### responseSynthesizer
|
||||
|
||||
• **responseSynthesizer**: [`ResponseSynthesizer`](ResponseSynthesizer.md)
|
||||
|
||||
#### Defined in
|
||||
|
||||
[QueryEngine.ts:32](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/QueryEngine.ts#L32)
|
||||
|
||||
___
|
||||
|
||||
### retriever
|
||||
|
||||
• **retriever**: [`BaseRetriever`](../interfaces/BaseRetriever.md)
|
||||
|
||||
#### Defined in
|
||||
|
||||
[QueryEngine.ts:31](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/QueryEngine.ts#L31)
|
||||
|
||||
## Methods
|
||||
|
||||
### query
|
||||
|
||||
▸ **query**(`query`, `parentEvent?`): `Promise`<[`Response`](Response.md)\>
|
||||
|
||||
Query the query engine and get a response.
|
||||
|
||||
#### Parameters
|
||||
|
||||
| Name | Type |
|
||||
| :------ | :------ |
|
||||
| `query` | `string` |
|
||||
| `parentEvent?` | [`Event`](../interfaces/Event.md) |
|
||||
|
||||
#### Returns
|
||||
|
||||
`Promise`<[`Response`](Response.md)\>
|
||||
|
||||
#### Implementation of
|
||||
|
||||
[BaseQueryEngine](../interfaces/BaseQueryEngine.md).[query](../interfaces/BaseQueryEngine.md#query)
|
||||
|
||||
#### Defined in
|
||||
|
||||
[QueryEngine.ts:45](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/QueryEngine.ts#L45)
|
||||
@@ -1,238 +0,0 @@
|
||||
---
|
||||
id: "SentenceSplitter"
|
||||
title: "Class: SentenceSplitter"
|
||||
sidebar_label: "SentenceSplitter"
|
||||
sidebar_position: 0
|
||||
custom_edit_url: null
|
||||
---
|
||||
|
||||
SentenceSplitter is our default text splitter that supports splitting into sentences, paragraphs, or fixed length chunks with overlap.
|
||||
|
||||
One of the advantages of SentenceSplitter is that even in the fixed length chunks it will try to keep sentences together.
|
||||
|
||||
## Constructors
|
||||
|
||||
### constructor
|
||||
|
||||
• **new SentenceSplitter**(`chunkSize?`, `chunkOverlap?`, `tokenizer?`, `tokenizerDecoder?`, `paragraphSeparator?`, `chunkingTokenizerFn?`)
|
||||
|
||||
#### Parameters
|
||||
|
||||
| Name | Type | Default value |
|
||||
| :------ | :------ | :------ |
|
||||
| `chunkSize` | `number` | `DEFAULT_CHUNK_SIZE` |
|
||||
| `chunkOverlap` | `number` | `DEFAULT_CHUNK_OVERLAP` |
|
||||
| `tokenizer` | `any` | `null` |
|
||||
| `tokenizerDecoder` | `any` | `null` |
|
||||
| `paragraphSeparator` | `string` | `"\n\n\n"` |
|
||||
| `chunkingTokenizerFn` | `any` | `undefined` |
|
||||
|
||||
#### Defined in
|
||||
|
||||
[TextSplitter.ts:35](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/TextSplitter.ts#L35)
|
||||
|
||||
## Properties
|
||||
|
||||
### chunkOverlap
|
||||
|
||||
• `Private` **chunkOverlap**: `number`
|
||||
|
||||
#### Defined in
|
||||
|
||||
[TextSplitter.ts:28](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/TextSplitter.ts#L28)
|
||||
|
||||
___
|
||||
|
||||
### chunkSize
|
||||
|
||||
• `Private` **chunkSize**: `number`
|
||||
|
||||
#### Defined in
|
||||
|
||||
[TextSplitter.ts:27](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/TextSplitter.ts#L27)
|
||||
|
||||
___
|
||||
|
||||
### chunkingTokenizerFn
|
||||
|
||||
• `Private` **chunkingTokenizerFn**: `any`
|
||||
|
||||
#### Defined in
|
||||
|
||||
[TextSplitter.ts:32](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/TextSplitter.ts#L32)
|
||||
|
||||
___
|
||||
|
||||
### paragraphSeparator
|
||||
|
||||
• `Private` **paragraphSeparator**: `string`
|
||||
|
||||
#### Defined in
|
||||
|
||||
[TextSplitter.ts:31](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/TextSplitter.ts#L31)
|
||||
|
||||
___
|
||||
|
||||
### tokenizer
|
||||
|
||||
• `Private` **tokenizer**: `any`
|
||||
|
||||
#### Defined in
|
||||
|
||||
[TextSplitter.ts:29](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/TextSplitter.ts#L29)
|
||||
|
||||
___
|
||||
|
||||
### tokenizerDecoder
|
||||
|
||||
• `Private` **tokenizerDecoder**: `any`
|
||||
|
||||
#### Defined in
|
||||
|
||||
[TextSplitter.ts:30](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/TextSplitter.ts#L30)
|
||||
|
||||
## Methods
|
||||
|
||||
### combineTextSplits
|
||||
|
||||
▸ **combineTextSplits**(`newSentenceSplits`, `effectiveChunkSize`): `TextSplit`[]
|
||||
|
||||
#### Parameters
|
||||
|
||||
| Name | Type |
|
||||
| :------ | :------ |
|
||||
| `newSentenceSplits` | `SplitRep`[] |
|
||||
| `effectiveChunkSize` | `number` |
|
||||
|
||||
#### Returns
|
||||
|
||||
`TextSplit`[]
|
||||
|
||||
#### Defined in
|
||||
|
||||
[TextSplitter.ts:155](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/TextSplitter.ts#L155)
|
||||
|
||||
___
|
||||
|
||||
### getEffectiveChunkSize
|
||||
|
||||
▸ `Private` **getEffectiveChunkSize**(`extraInfoStr?`): `number`
|
||||
|
||||
#### Parameters
|
||||
|
||||
| Name | Type |
|
||||
| :------ | :------ |
|
||||
| `extraInfoStr?` | `string` |
|
||||
|
||||
#### Returns
|
||||
|
||||
`number`
|
||||
|
||||
#### Defined in
|
||||
|
||||
[TextSplitter.ts:74](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/TextSplitter.ts#L74)
|
||||
|
||||
___
|
||||
|
||||
### getParagraphSplits
|
||||
|
||||
▸ **getParagraphSplits**(`text`, `effectiveChunkSize?`): `string`[]
|
||||
|
||||
#### Parameters
|
||||
|
||||
| Name | Type |
|
||||
| :------ | :------ |
|
||||
| `text` | `string` |
|
||||
| `effectiveChunkSize?` | `number` |
|
||||
|
||||
#### Returns
|
||||
|
||||
`string`[]
|
||||
|
||||
#### Defined in
|
||||
|
||||
[TextSplitter.ts:91](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/TextSplitter.ts#L91)
|
||||
|
||||
___
|
||||
|
||||
### getSentenceSplits
|
||||
|
||||
▸ **getSentenceSplits**(`text`, `effectiveChunkSize?`): `string`[]
|
||||
|
||||
#### Parameters
|
||||
|
||||
| Name | Type |
|
||||
| :------ | :------ |
|
||||
| `text` | `string` |
|
||||
| `effectiveChunkSize?` | `number` |
|
||||
|
||||
#### Returns
|
||||
|
||||
`string`[]
|
||||
|
||||
#### Defined in
|
||||
|
||||
[TextSplitter.ts:117](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/TextSplitter.ts#L117)
|
||||
|
||||
___
|
||||
|
||||
### processSentenceSplits
|
||||
|
||||
▸ `Private` **processSentenceSplits**(`sentenceSplits`, `effectiveChunkSize`): `SplitRep`[]
|
||||
|
||||
#### Parameters
|
||||
|
||||
| Name | Type |
|
||||
| :------ | :------ |
|
||||
| `sentenceSplits` | `string`[] |
|
||||
| `effectiveChunkSize` | `number` |
|
||||
|
||||
#### Returns
|
||||
|
||||
`SplitRep`[]
|
||||
|
||||
#### Defined in
|
||||
|
||||
[TextSplitter.ts:130](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/TextSplitter.ts#L130)
|
||||
|
||||
___
|
||||
|
||||
### splitText
|
||||
|
||||
▸ **splitText**(`text`, `extraInfoStr?`): `string`[]
|
||||
|
||||
#### Parameters
|
||||
|
||||
| Name | Type |
|
||||
| :------ | :------ |
|
||||
| `text` | `string` |
|
||||
| `extraInfoStr?` | `string` |
|
||||
|
||||
#### Returns
|
||||
|
||||
`string`[]
|
||||
|
||||
#### Defined in
|
||||
|
||||
[TextSplitter.ts:247](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/TextSplitter.ts#L247)
|
||||
|
||||
___
|
||||
|
||||
### splitTextWithOverlaps
|
||||
|
||||
▸ **splitTextWithOverlaps**(`text`, `extraInfoStr?`): `TextSplit`[]
|
||||
|
||||
#### Parameters
|
||||
|
||||
| Name | Type |
|
||||
| :------ | :------ |
|
||||
| `text` | `string` |
|
||||
| `extraInfoStr?` | `string` |
|
||||
|
||||
#### Returns
|
||||
|
||||
`TextSplit`[]
|
||||
|
||||
#### Defined in
|
||||
|
||||
[TextSplitter.ts:219](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/TextSplitter.ts#L219)
|
||||
@@ -1,96 +0,0 @@
|
||||
---
|
||||
id: "SimpleChatEngine"
|
||||
title: "Class: SimpleChatEngine"
|
||||
sidebar_label: "SimpleChatEngine"
|
||||
sidebar_position: 0
|
||||
custom_edit_url: null
|
||||
---
|
||||
|
||||
SimpleChatEngine is the simplest possible chat engine. Useful for using your own custom prompts.
|
||||
|
||||
## Implements
|
||||
|
||||
- [`ChatEngine`](../interfaces/ChatEngine.md)
|
||||
|
||||
## Constructors
|
||||
|
||||
### constructor
|
||||
|
||||
• **new SimpleChatEngine**(`init?`)
|
||||
|
||||
#### Parameters
|
||||
|
||||
| Name | Type |
|
||||
| :------ | :------ |
|
||||
| `init?` | `Partial`<[`SimpleChatEngine`](SimpleChatEngine.md)\> |
|
||||
|
||||
#### Defined in
|
||||
|
||||
[ChatEngine.ts:40](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/ChatEngine.ts#L40)
|
||||
|
||||
## Properties
|
||||
|
||||
### chatHistory
|
||||
|
||||
• **chatHistory**: [`ChatMessage`](../interfaces/ChatMessage.md)[]
|
||||
|
||||
#### Defined in
|
||||
|
||||
[ChatEngine.ts:37](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/ChatEngine.ts#L37)
|
||||
|
||||
___
|
||||
|
||||
### llm
|
||||
|
||||
• **llm**: [`LLM`](../interfaces/LLM.md)
|
||||
|
||||
#### Defined in
|
||||
|
||||
[ChatEngine.ts:38](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/ChatEngine.ts#L38)
|
||||
|
||||
## Methods
|
||||
|
||||
### chat
|
||||
|
||||
▸ **chat**(`message`, `chatHistory?`): `Promise`<[`Response`](Response.md)\>
|
||||
|
||||
Send message along with the class's current chat history to the LLM.
|
||||
|
||||
#### Parameters
|
||||
|
||||
| Name | Type | Description |
|
||||
| :------ | :------ | :------ |
|
||||
| `message` | `string` | |
|
||||
| `chatHistory?` | [`ChatMessage`](../interfaces/ChatMessage.md)[] | optional chat history if you want to customize the chat history |
|
||||
|
||||
#### Returns
|
||||
|
||||
`Promise`<[`Response`](Response.md)\>
|
||||
|
||||
#### Implementation of
|
||||
|
||||
[ChatEngine](../interfaces/ChatEngine.md).[chat](../interfaces/ChatEngine.md#chat)
|
||||
|
||||
#### Defined in
|
||||
|
||||
[ChatEngine.ts:45](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/ChatEngine.ts#L45)
|
||||
|
||||
___
|
||||
|
||||
### reset
|
||||
|
||||
▸ **reset**(): `void`
|
||||
|
||||
Resets the chat history so that it's empty.
|
||||
|
||||
#### Returns
|
||||
|
||||
`void`
|
||||
|
||||
#### Implementation of
|
||||
|
||||
[ChatEngine](../interfaces/ChatEngine.md).[reset](../interfaces/ChatEngine.md#reset)
|
||||
|
||||
#### Defined in
|
||||
|
||||
[ChatEngine.ts:54](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/ChatEngine.ts#L54)
|
||||
@@ -1,43 +0,0 @@
|
||||
---
|
||||
id: "SimpleDirectoryReader"
|
||||
title: "Class: SimpleDirectoryReader"
|
||||
sidebar_label: "SimpleDirectoryReader"
|
||||
sidebar_position: 0
|
||||
custom_edit_url: null
|
||||
---
|
||||
|
||||
Read all of the documents in a directory. Currently supports PDF and TXT files.
|
||||
|
||||
## Implements
|
||||
|
||||
- [`BaseReader`](../interfaces/BaseReader.md)
|
||||
|
||||
## Constructors
|
||||
|
||||
### constructor
|
||||
|
||||
• **new SimpleDirectoryReader**()
|
||||
|
||||
## Methods
|
||||
|
||||
### loadData
|
||||
|
||||
▸ **loadData**(`«destructured»`): `Promise`<[`Document`](Document.md)[]\>
|
||||
|
||||
#### Parameters
|
||||
|
||||
| Name | Type |
|
||||
| :------ | :------ |
|
||||
| `«destructured»` | [`SimpleDirectoryReaderLoadDataProps`](../modules.md#simpledirectoryreaderloaddataprops) |
|
||||
|
||||
#### Returns
|
||||
|
||||
`Promise`<[`Document`](Document.md)[]\>
|
||||
|
||||
#### Implementation of
|
||||
|
||||
[BaseReader](../interfaces/BaseReader.md).[loadData](../interfaces/BaseReader.md#loaddata)
|
||||
|
||||
#### Defined in
|
||||
|
||||
[readers/SimpleDirectoryReader.ts:37](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/readers/SimpleDirectoryReader.ts#L37)
|
||||
@@ -1,120 +0,0 @@
|
||||
---
|
||||
id: "SimpleNodeParser"
|
||||
title: "Class: SimpleNodeParser"
|
||||
sidebar_label: "SimpleNodeParser"
|
||||
sidebar_position: 0
|
||||
custom_edit_url: null
|
||||
---
|
||||
|
||||
SimpleNodeParser is the default NodeParser. It splits documents into TextNodes using a splitter, by default SentenceSplitter
|
||||
|
||||
## Implements
|
||||
|
||||
- [`NodeParser`](../interfaces/NodeParser.md)
|
||||
|
||||
## Constructors
|
||||
|
||||
### constructor
|
||||
|
||||
• **new SimpleNodeParser**(`init?`)
|
||||
|
||||
#### Parameters
|
||||
|
||||
| Name | Type |
|
||||
| :------ | :------ |
|
||||
| `init?` | `Object` |
|
||||
| `init.chunkOverlap?` | `number` |
|
||||
| `init.chunkSize?` | `number` |
|
||||
| `init.includeMetadata?` | `boolean` |
|
||||
| `init.includePrevNextRel?` | `boolean` |
|
||||
| `init.textSplitter?` | [`SentenceSplitter`](SentenceSplitter.md) |
|
||||
|
||||
#### Defined in
|
||||
|
||||
[NodeParser.ts:93](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/NodeParser.ts#L93)
|
||||
|
||||
## Properties
|
||||
|
||||
### includeMetadata
|
||||
|
||||
• **includeMetadata**: `boolean`
|
||||
|
||||
Whether to include metadata in the nodes.
|
||||
|
||||
#### Defined in
|
||||
|
||||
[NodeParser.ts:87](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/NodeParser.ts#L87)
|
||||
|
||||
___
|
||||
|
||||
### includePrevNextRel
|
||||
|
||||
• **includePrevNextRel**: `boolean`
|
||||
|
||||
Whether to include previous and next relationships in the nodes.
|
||||
|
||||
#### Defined in
|
||||
|
||||
[NodeParser.ts:91](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/NodeParser.ts#L91)
|
||||
|
||||
___
|
||||
|
||||
### textSplitter
|
||||
|
||||
• **textSplitter**: [`SentenceSplitter`](SentenceSplitter.md)
|
||||
|
||||
The text splitter to use.
|
||||
|
||||
#### Defined in
|
||||
|
||||
[NodeParser.ts:83](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/NodeParser.ts#L83)
|
||||
|
||||
## Methods
|
||||
|
||||
### getNodesFromDocuments
|
||||
|
||||
▸ **getNodesFromDocuments**(`documents`): [`TextNode`](TextNode.md)[]
|
||||
|
||||
Generate Node objects from documents
|
||||
|
||||
#### Parameters
|
||||
|
||||
| Name | Type |
|
||||
| :------ | :------ |
|
||||
| `documents` | [`Document`](Document.md)[] |
|
||||
|
||||
#### Returns
|
||||
|
||||
[`TextNode`](TextNode.md)[]
|
||||
|
||||
#### Implementation of
|
||||
|
||||
[NodeParser](../interfaces/NodeParser.md).[getNodesFromDocuments](../interfaces/NodeParser.md#getnodesfromdocuments)
|
||||
|
||||
#### Defined in
|
||||
|
||||
[NodeParser.ts:124](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/NodeParser.ts#L124)
|
||||
|
||||
___
|
||||
|
||||
### fromDefaults
|
||||
|
||||
▸ `Static` **fromDefaults**(`init?`): [`SimpleNodeParser`](SimpleNodeParser.md)
|
||||
|
||||
#### Parameters
|
||||
|
||||
| Name | Type |
|
||||
| :------ | :------ |
|
||||
| `init?` | `Object` |
|
||||
| `init.chunkOverlap?` | `number` |
|
||||
| `init.chunkSize?` | `number` |
|
||||
| `init.includeMetadata?` | `boolean` |
|
||||
| `init.includePrevNextRel?` | `boolean` |
|
||||
|
||||
#### Returns
|
||||
|
||||
[`SimpleNodeParser`](SimpleNodeParser.md)
|
||||
|
||||
#### Defined in
|
||||
|
||||
[NodeParser.ts:111](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/NodeParser.ts#L111)
|
||||
@@ -1,75 +0,0 @@
|
||||
---
|
||||
id: "SimpleResponseBuilder"
|
||||
title: "Class: SimpleResponseBuilder"
|
||||
sidebar_label: "SimpleResponseBuilder"
|
||||
sidebar_position: 0
|
||||
custom_edit_url: null
|
||||
---
|
||||
|
||||
A response builder that just concatenates responses.
|
||||
|
||||
## Implements
|
||||
|
||||
- `BaseResponseBuilder`
|
||||
|
||||
## Constructors
|
||||
|
||||
### constructor
|
||||
|
||||
• **new SimpleResponseBuilder**(`serviceContext`)
|
||||
|
||||
#### Parameters
|
||||
|
||||
| Name | Type |
|
||||
| :------ | :------ |
|
||||
| `serviceContext` | [`ServiceContext`](../interfaces/ServiceContext.md) |
|
||||
|
||||
#### Defined in
|
||||
|
||||
[ResponseSynthesizer.ts:49](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/ResponseSynthesizer.ts#L49)
|
||||
|
||||
## Properties
|
||||
|
||||
### llm
|
||||
|
||||
• **llm**: [`LLM`](../interfaces/LLM.md)
|
||||
|
||||
#### Defined in
|
||||
|
||||
[ResponseSynthesizer.ts:46](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/ResponseSynthesizer.ts#L46)
|
||||
|
||||
___
|
||||
|
||||
### textQATemplate
|
||||
|
||||
• **textQATemplate**: [`SimplePrompt`](../modules.md#simpleprompt)
|
||||
|
||||
#### Defined in
|
||||
|
||||
[ResponseSynthesizer.ts:47](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/ResponseSynthesizer.ts#L47)
|
||||
|
||||
## Methods
|
||||
|
||||
### getResponse
|
||||
|
||||
▸ **getResponse**(`query`, `textChunks`, `parentEvent?`): `Promise`<`string`\>
|
||||
|
||||
#### Parameters
|
||||
|
||||
| Name | Type |
|
||||
| :------ | :------ |
|
||||
| `query` | `string` |
|
||||
| `textChunks` | `string`[] |
|
||||
| `parentEvent?` | [`Event`](../interfaces/Event.md) |
|
||||
|
||||
#### Returns
|
||||
|
||||
`Promise`<`string`\>
|
||||
|
||||
#### Implementation of
|
||||
|
||||
BaseResponseBuilder.getResponse
|
||||
|
||||
#### Defined in
|
||||
|
||||
[ResponseSynthesizer.ts:54](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/ResponseSynthesizer.ts#L54)
|
||||
@@ -1,143 +0,0 @@
|
||||
---
|
||||
id: "SubQuestionQueryEngine"
|
||||
title: "Class: SubQuestionQueryEngine"
|
||||
sidebar_label: "SubQuestionQueryEngine"
|
||||
sidebar_position: 0
|
||||
custom_edit_url: null
|
||||
---
|
||||
|
||||
SubQuestionQueryEngine decomposes a question into subquestions and then
|
||||
|
||||
## Implements
|
||||
|
||||
- [`BaseQueryEngine`](../interfaces/BaseQueryEngine.md)
|
||||
|
||||
## Constructors
|
||||
|
||||
### constructor
|
||||
|
||||
• **new SubQuestionQueryEngine**(`init`)
|
||||
|
||||
#### Parameters
|
||||
|
||||
| Name | Type |
|
||||
| :------ | :------ |
|
||||
| `init` | `Object` |
|
||||
| `init.queryEngineTools` | [`QueryEngineTool`](../interfaces/QueryEngineTool.md)[] |
|
||||
| `init.questionGen` | [`BaseQuestionGenerator`](../interfaces/BaseQuestionGenerator.md) |
|
||||
| `init.responseSynthesizer` | [`ResponseSynthesizer`](ResponseSynthesizer.md) |
|
||||
|
||||
#### Defined in
|
||||
|
||||
[QueryEngine.ts:65](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/QueryEngine.ts#L65)
|
||||
|
||||
## Properties
|
||||
|
||||
### metadatas
|
||||
|
||||
• **metadatas**: [`ToolMetadata`](../interfaces/ToolMetadata.md)[]
|
||||
|
||||
#### Defined in
|
||||
|
||||
[QueryEngine.ts:63](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/QueryEngine.ts#L63)
|
||||
|
||||
___
|
||||
|
||||
### queryEngines
|
||||
|
||||
• **queryEngines**: `Record`<`string`, [`BaseQueryEngine`](../interfaces/BaseQueryEngine.md)\>
|
||||
|
||||
#### Defined in
|
||||
|
||||
[QueryEngine.ts:62](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/QueryEngine.ts#L62)
|
||||
|
||||
___
|
||||
|
||||
### questionGen
|
||||
|
||||
• **questionGen**: [`BaseQuestionGenerator`](../interfaces/BaseQuestionGenerator.md)
|
||||
|
||||
#### Defined in
|
||||
|
||||
[QueryEngine.ts:61](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/QueryEngine.ts#L61)
|
||||
|
||||
___
|
||||
|
||||
### responseSynthesizer
|
||||
|
||||
• **responseSynthesizer**: [`ResponseSynthesizer`](ResponseSynthesizer.md)
|
||||
|
||||
#### Defined in
|
||||
|
||||
[QueryEngine.ts:60](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/QueryEngine.ts#L60)
|
||||
|
||||
## Methods
|
||||
|
||||
### query
|
||||
|
||||
▸ **query**(`query`): `Promise`<[`Response`](Response.md)\>
|
||||
|
||||
Query the query engine and get a response.
|
||||
|
||||
#### Parameters
|
||||
|
||||
| Name | Type |
|
||||
| :------ | :------ |
|
||||
| `query` | `string` |
|
||||
|
||||
#### Returns
|
||||
|
||||
`Promise`<[`Response`](Response.md)\>
|
||||
|
||||
#### Implementation of
|
||||
|
||||
[BaseQueryEngine](../interfaces/BaseQueryEngine.md).[query](../interfaces/BaseQueryEngine.md#query)
|
||||
|
||||
#### Defined in
|
||||
|
||||
[QueryEngine.ts:106](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/QueryEngine.ts#L106)
|
||||
|
||||
___
|
||||
|
||||
### querySubQ
|
||||
|
||||
▸ `Private` **querySubQ**(`subQ`, `parentEvent?`): `Promise`<``null`` \| [`NodeWithScore`](../interfaces/NodeWithScore.md)\>
|
||||
|
||||
#### Parameters
|
||||
|
||||
| Name | Type |
|
||||
| :------ | :------ |
|
||||
| `subQ` | [`SubQuestion`](../interfaces/SubQuestion.md) |
|
||||
| `parentEvent?` | [`Event`](../interfaces/Event.md) |
|
||||
|
||||
#### Returns
|
||||
|
||||
`Promise`<``null`` \| [`NodeWithScore`](../interfaces/NodeWithScore.md)\>
|
||||
|
||||
#### Defined in
|
||||
|
||||
[QueryEngine.ts:134](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/QueryEngine.ts#L134)
|
||||
|
||||
___
|
||||
|
||||
### fromDefaults
|
||||
|
||||
▸ `Static` **fromDefaults**(`init`): [`SubQuestionQueryEngine`](SubQuestionQueryEngine.md)
|
||||
|
||||
#### Parameters
|
||||
|
||||
| Name | Type |
|
||||
| :------ | :------ |
|
||||
| `init` | `Object` |
|
||||
| `init.queryEngineTools` | [`QueryEngineTool`](../interfaces/QueryEngineTool.md)[] |
|
||||
| `init.questionGen?` | [`BaseQuestionGenerator`](../interfaces/BaseQuestionGenerator.md) |
|
||||
| `init.responseSynthesizer?` | [`ResponseSynthesizer`](ResponseSynthesizer.md) |
|
||||
| `init.serviceContext?` | [`ServiceContext`](../interfaces/ServiceContext.md) |
|
||||
|
||||
#### Returns
|
||||
|
||||
[`SubQuestionQueryEngine`](SubQuestionQueryEngine.md)
|
||||
|
||||
#### Defined in
|
||||
|
||||
[QueryEngine.ts:82](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/QueryEngine.ts#L82)
|
||||
@@ -1,478 +0,0 @@
|
||||
---
|
||||
id: "TextNode"
|
||||
title: "Class: TextNode"
|
||||
sidebar_label: "TextNode"
|
||||
sidebar_position: 0
|
||||
custom_edit_url: null
|
||||
---
|
||||
|
||||
TextNode is the default node type for text. Most common node type in LlamaIndex.TS
|
||||
|
||||
## Hierarchy
|
||||
|
||||
- [`BaseNode`](BaseNode.md)
|
||||
|
||||
↳ **`TextNode`**
|
||||
|
||||
↳↳ [`IndexNode`](IndexNode.md)
|
||||
|
||||
↳↳ [`Document`](Document.md)
|
||||
|
||||
## Constructors
|
||||
|
||||
### constructor
|
||||
|
||||
• **new TextNode**(`init?`)
|
||||
|
||||
#### Parameters
|
||||
|
||||
| Name | Type |
|
||||
| :------ | :------ |
|
||||
| `init?` | `Partial`<[`TextNode`](TextNode.md)\> |
|
||||
|
||||
#### Overrides
|
||||
|
||||
[BaseNode](BaseNode.md).[constructor](BaseNode.md#constructor)
|
||||
|
||||
#### Defined in
|
||||
|
||||
[Node.ts:152](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/Node.ts#L152)
|
||||
|
||||
## Properties
|
||||
|
||||
### embedding
|
||||
|
||||
• `Optional` **embedding**: `number`[]
|
||||
|
||||
#### Inherited from
|
||||
|
||||
[BaseNode](BaseNode.md).[embedding](BaseNode.md#embedding)
|
||||
|
||||
#### Defined in
|
||||
|
||||
[Node.ts:39](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/Node.ts#L39)
|
||||
|
||||
___
|
||||
|
||||
### endCharIdx
|
||||
|
||||
• `Optional` **endCharIdx**: `number`
|
||||
|
||||
#### Defined in
|
||||
|
||||
[Node.ts:147](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/Node.ts#L147)
|
||||
|
||||
___
|
||||
|
||||
### excludedEmbedMetadataKeys
|
||||
|
||||
• **excludedEmbedMetadataKeys**: `string`[] = `[]`
|
||||
|
||||
#### Inherited from
|
||||
|
||||
[BaseNode](BaseNode.md).[excludedEmbedMetadataKeys](BaseNode.md#excludedembedmetadatakeys)
|
||||
|
||||
#### Defined in
|
||||
|
||||
[Node.ts:43](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/Node.ts#L43)
|
||||
|
||||
___
|
||||
|
||||
### excludedLlmMetadataKeys
|
||||
|
||||
• **excludedLlmMetadataKeys**: `string`[] = `[]`
|
||||
|
||||
#### Inherited from
|
||||
|
||||
[BaseNode](BaseNode.md).[excludedLlmMetadataKeys](BaseNode.md#excludedllmmetadatakeys)
|
||||
|
||||
#### Defined in
|
||||
|
||||
[Node.ts:44](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/Node.ts#L44)
|
||||
|
||||
___
|
||||
|
||||
### hash
|
||||
|
||||
• **hash**: `string` = `""`
|
||||
|
||||
#### Inherited from
|
||||
|
||||
[BaseNode](BaseNode.md).[hash](BaseNode.md#hash)
|
||||
|
||||
#### Defined in
|
||||
|
||||
[Node.ts:46](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/Node.ts#L46)
|
||||
|
||||
___
|
||||
|
||||
### id\_
|
||||
|
||||
• **id\_**: `string`
|
||||
|
||||
#### Inherited from
|
||||
|
||||
[BaseNode](BaseNode.md).[id_](BaseNode.md#id_)
|
||||
|
||||
#### Defined in
|
||||
|
||||
[Node.ts:38](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/Node.ts#L38)
|
||||
|
||||
___
|
||||
|
||||
### metadata
|
||||
|
||||
• **metadata**: `Record`<`string`, `any`\> = `{}`
|
||||
|
||||
#### Inherited from
|
||||
|
||||
[BaseNode](BaseNode.md).[metadata](BaseNode.md#metadata)
|
||||
|
||||
#### Defined in
|
||||
|
||||
[Node.ts:42](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/Node.ts#L42)
|
||||
|
||||
___
|
||||
|
||||
### metadataSeparator
|
||||
|
||||
• **metadataSeparator**: `string` = `"\n"`
|
||||
|
||||
#### Defined in
|
||||
|
||||
[Node.ts:150](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/Node.ts#L150)
|
||||
|
||||
___
|
||||
|
||||
### relationships
|
||||
|
||||
• **relationships**: `Partial`<`Record`<[`NodeRelationship`](../enums/NodeRelationship.md), [`RelatedNodeType`](../modules.md#relatednodetype)\>\> = `{}`
|
||||
|
||||
#### Inherited from
|
||||
|
||||
[BaseNode](BaseNode.md).[relationships](BaseNode.md#relationships)
|
||||
|
||||
#### Defined in
|
||||
|
||||
[Node.ts:45](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/Node.ts#L45)
|
||||
|
||||
___
|
||||
|
||||
### startCharIdx
|
||||
|
||||
• `Optional` **startCharIdx**: `number`
|
||||
|
||||
#### Defined in
|
||||
|
||||
[Node.ts:146](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/Node.ts#L146)
|
||||
|
||||
___
|
||||
|
||||
### text
|
||||
|
||||
• **text**: `string` = `""`
|
||||
|
||||
#### Defined in
|
||||
|
||||
[Node.ts:145](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/Node.ts#L145)
|
||||
|
||||
## Accessors
|
||||
|
||||
### childNodes
|
||||
|
||||
• `get` **childNodes**(): `undefined` \| [`RelatedNodeInfo`](../interfaces/RelatedNodeInfo.md)[]
|
||||
|
||||
#### Returns
|
||||
|
||||
`undefined` \| [`RelatedNodeInfo`](../interfaces/RelatedNodeInfo.md)[]
|
||||
|
||||
#### Inherited from
|
||||
|
||||
BaseNode.childNodes
|
||||
|
||||
#### Defined in
|
||||
|
||||
[Node.ts:104](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/Node.ts#L104)
|
||||
|
||||
___
|
||||
|
||||
### nextNode
|
||||
|
||||
• `get` **nextNode**(): `undefined` \| [`RelatedNodeInfo`](../interfaces/RelatedNodeInfo.md)
|
||||
|
||||
#### Returns
|
||||
|
||||
`undefined` \| [`RelatedNodeInfo`](../interfaces/RelatedNodeInfo.md)
|
||||
|
||||
#### Inherited from
|
||||
|
||||
BaseNode.nextNode
|
||||
|
||||
#### Defined in
|
||||
|
||||
[Node.ts:84](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/Node.ts#L84)
|
||||
|
||||
___
|
||||
|
||||
### nodeId
|
||||
|
||||
• `get` **nodeId**(): `string`
|
||||
|
||||
#### Returns
|
||||
|
||||
`string`
|
||||
|
||||
#### Inherited from
|
||||
|
||||
BaseNode.nodeId
|
||||
|
||||
#### Defined in
|
||||
|
||||
[Node.ts:58](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/Node.ts#L58)
|
||||
|
||||
___
|
||||
|
||||
### parentNode
|
||||
|
||||
• `get` **parentNode**(): `undefined` \| [`RelatedNodeInfo`](../interfaces/RelatedNodeInfo.md)
|
||||
|
||||
#### Returns
|
||||
|
||||
`undefined` \| [`RelatedNodeInfo`](../interfaces/RelatedNodeInfo.md)
|
||||
|
||||
#### Inherited from
|
||||
|
||||
BaseNode.parentNode
|
||||
|
||||
#### Defined in
|
||||
|
||||
[Node.ts:94](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/Node.ts#L94)
|
||||
|
||||
___
|
||||
|
||||
### prevNode
|
||||
|
||||
• `get` **prevNode**(): `undefined` \| [`RelatedNodeInfo`](../interfaces/RelatedNodeInfo.md)
|
||||
|
||||
#### Returns
|
||||
|
||||
`undefined` \| [`RelatedNodeInfo`](../interfaces/RelatedNodeInfo.md)
|
||||
|
||||
#### Inherited from
|
||||
|
||||
BaseNode.prevNode
|
||||
|
||||
#### Defined in
|
||||
|
||||
[Node.ts:72](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/Node.ts#L72)
|
||||
|
||||
___
|
||||
|
||||
### sourceNode
|
||||
|
||||
• `get` **sourceNode**(): `undefined` \| [`RelatedNodeInfo`](../interfaces/RelatedNodeInfo.md)
|
||||
|
||||
#### Returns
|
||||
|
||||
`undefined` \| [`RelatedNodeInfo`](../interfaces/RelatedNodeInfo.md)
|
||||
|
||||
#### Inherited from
|
||||
|
||||
BaseNode.sourceNode
|
||||
|
||||
#### Defined in
|
||||
|
||||
[Node.ts:62](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/Node.ts#L62)
|
||||
|
||||
## Methods
|
||||
|
||||
### asRelatedNodeInfo
|
||||
|
||||
▸ **asRelatedNodeInfo**(): [`RelatedNodeInfo`](../interfaces/RelatedNodeInfo.md)
|
||||
|
||||
#### Returns
|
||||
|
||||
[`RelatedNodeInfo`](../interfaces/RelatedNodeInfo.md)
|
||||
|
||||
#### Inherited from
|
||||
|
||||
[BaseNode](BaseNode.md).[asRelatedNodeInfo](BaseNode.md#asrelatednodeinfo)
|
||||
|
||||
#### Defined in
|
||||
|
||||
[Node.ts:124](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/Node.ts#L124)
|
||||
|
||||
___
|
||||
|
||||
### generateHash
|
||||
|
||||
▸ **generateHash**(): `void`
|
||||
|
||||
#### Returns
|
||||
|
||||
`void`
|
||||
|
||||
#### Defined in
|
||||
|
||||
[Node.ts:157](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/Node.ts#L157)
|
||||
|
||||
___
|
||||
|
||||
### getContent
|
||||
|
||||
▸ **getContent**(`metadataMode?`): `string`
|
||||
|
||||
#### Parameters
|
||||
|
||||
| Name | Type | Default value |
|
||||
| :------ | :------ | :------ |
|
||||
| `metadataMode` | [`MetadataMode`](../enums/MetadataMode.md) | `MetadataMode.NONE` |
|
||||
|
||||
#### Returns
|
||||
|
||||
`string`
|
||||
|
||||
#### Overrides
|
||||
|
||||
[BaseNode](BaseNode.md).[getContent](BaseNode.md#getcontent)
|
||||
|
||||
#### Defined in
|
||||
|
||||
[Node.ts:165](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/Node.ts#L165)
|
||||
|
||||
___
|
||||
|
||||
### getEmbedding
|
||||
|
||||
▸ **getEmbedding**(): `number`[]
|
||||
|
||||
#### Returns
|
||||
|
||||
`number`[]
|
||||
|
||||
#### Inherited from
|
||||
|
||||
[BaseNode](BaseNode.md).[getEmbedding](BaseNode.md#getembedding)
|
||||
|
||||
#### Defined in
|
||||
|
||||
[Node.ts:116](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/Node.ts#L116)
|
||||
|
||||
___
|
||||
|
||||
### getMetadataStr
|
||||
|
||||
▸ **getMetadataStr**(`metadataMode`): `string`
|
||||
|
||||
#### Parameters
|
||||
|
||||
| Name | Type |
|
||||
| :------ | :------ |
|
||||
| `metadataMode` | [`MetadataMode`](../enums/MetadataMode.md) |
|
||||
|
||||
#### Returns
|
||||
|
||||
`string`
|
||||
|
||||
#### Overrides
|
||||
|
||||
[BaseNode](BaseNode.md).[getMetadataStr](BaseNode.md#getmetadatastr)
|
||||
|
||||
#### Defined in
|
||||
|
||||
[Node.ts:170](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/Node.ts#L170)
|
||||
|
||||
___
|
||||
|
||||
### getNodeInfo
|
||||
|
||||
▸ **getNodeInfo**(): `Object`
|
||||
|
||||
#### Returns
|
||||
|
||||
`Object`
|
||||
|
||||
| Name | Type |
|
||||
| :------ | :------ |
|
||||
| `end` | `undefined` \| `number` |
|
||||
| `start` | `undefined` \| `number` |
|
||||
|
||||
#### Defined in
|
||||
|
||||
[Node.ts:195](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/Node.ts#L195)
|
||||
|
||||
___
|
||||
|
||||
### getText
|
||||
|
||||
▸ **getText**(): `string`
|
||||
|
||||
#### Returns
|
||||
|
||||
`string`
|
||||
|
||||
#### Defined in
|
||||
|
||||
[Node.ts:199](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/Node.ts#L199)
|
||||
|
||||
___
|
||||
|
||||
### getType
|
||||
|
||||
▸ **getType**(): [`ObjectType`](../enums/ObjectType.md)
|
||||
|
||||
#### Returns
|
||||
|
||||
[`ObjectType`](../enums/ObjectType.md)
|
||||
|
||||
#### Overrides
|
||||
|
||||
[BaseNode](BaseNode.md).[getType](BaseNode.md#gettype)
|
||||
|
||||
#### Defined in
|
||||
|
||||
[Node.ts:161](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/Node.ts#L161)
|
||||
|
||||
___
|
||||
|
||||
### setContent
|
||||
|
||||
▸ **setContent**(`value`): `void`
|
||||
|
||||
#### Parameters
|
||||
|
||||
| Name | Type |
|
||||
| :------ | :------ |
|
||||
| `value` | `string` |
|
||||
|
||||
#### Returns
|
||||
|
||||
`void`
|
||||
|
||||
#### Overrides
|
||||
|
||||
[BaseNode](BaseNode.md).[setContent](BaseNode.md#setcontent)
|
||||
|
||||
#### Defined in
|
||||
|
||||
[Node.ts:191](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/Node.ts#L191)
|
||||
|
||||
___
|
||||
|
||||
### toJSON
|
||||
|
||||
▸ **toJSON**(): `Record`<`string`, `any`\>
|
||||
|
||||
Used with built in JSON.stringify
|
||||
|
||||
#### Returns
|
||||
|
||||
`Record`<`string`, `any`\>
|
||||
|
||||
#### Inherited from
|
||||
|
||||
[BaseNode](BaseNode.md).[toJSON](BaseNode.md#tojson)
|
||||
|
||||
#### Defined in
|
||||
|
||||
[Node.ts:136](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/Node.ts#L136)
|
||||
@@ -1,65 +0,0 @@
|
||||
---
|
||||
id: "TreeSummarize"
|
||||
title: "Class: TreeSummarize"
|
||||
sidebar_label: "TreeSummarize"
|
||||
sidebar_position: 0
|
||||
custom_edit_url: null
|
||||
---
|
||||
|
||||
TreeSummarize repacks the text chunks into the smallest possible number of chunks and then summarizes them, then recursively does so until there's one chunk left.
|
||||
|
||||
## Implements
|
||||
|
||||
- `BaseResponseBuilder`
|
||||
|
||||
## Constructors
|
||||
|
||||
### constructor
|
||||
|
||||
• **new TreeSummarize**(`serviceContext`)
|
||||
|
||||
#### Parameters
|
||||
|
||||
| Name | Type |
|
||||
| :------ | :------ |
|
||||
| `serviceContext` | [`ServiceContext`](../interfaces/ServiceContext.md) |
|
||||
|
||||
#### Defined in
|
||||
|
||||
[ResponseSynthesizer.ts:212](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/ResponseSynthesizer.ts#L212)
|
||||
|
||||
## Properties
|
||||
|
||||
### serviceContext
|
||||
|
||||
• **serviceContext**: [`ServiceContext`](../interfaces/ServiceContext.md)
|
||||
|
||||
#### Defined in
|
||||
|
||||
[ResponseSynthesizer.ts:210](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/ResponseSynthesizer.ts#L210)
|
||||
|
||||
## Methods
|
||||
|
||||
### getResponse
|
||||
|
||||
▸ **getResponse**(`query`, `textChunks`, `parentEvent?`): `Promise`<`string`\>
|
||||
|
||||
#### Parameters
|
||||
|
||||
| Name | Type |
|
||||
| :------ | :------ |
|
||||
| `query` | `string` |
|
||||
| `textChunks` | `string`[] |
|
||||
| `parentEvent?` | [`Event`](../interfaces/Event.md) |
|
||||
|
||||
#### Returns
|
||||
|
||||
`Promise`<`string`\>
|
||||
|
||||
#### Implementation of
|
||||
|
||||
BaseResponseBuilder.getResponse
|
||||
|
||||
#### Defined in
|
||||
|
||||
[ResponseSynthesizer.ts:216](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/ResponseSynthesizer.ts#L216)
|
||||
@@ -1,104 +0,0 @@
|
||||
---
|
||||
id: "VectorIndexRetriever"
|
||||
title: "Class: VectorIndexRetriever"
|
||||
sidebar_label: "VectorIndexRetriever"
|
||||
sidebar_position: 0
|
||||
custom_edit_url: null
|
||||
---
|
||||
|
||||
VectorIndexRetriever retrieves nodes from a VectorIndex.
|
||||
|
||||
## Implements
|
||||
|
||||
- [`BaseRetriever`](../interfaces/BaseRetriever.md)
|
||||
|
||||
## Constructors
|
||||
|
||||
### constructor
|
||||
|
||||
• **new VectorIndexRetriever**(`«destructured»`)
|
||||
|
||||
#### Parameters
|
||||
|
||||
| Name | Type |
|
||||
| :------ | :------ |
|
||||
| `«destructured»` | `Object` |
|
||||
| › `index` | [`VectorStoreIndex`](VectorStoreIndex.md) |
|
||||
| › `similarityTopK?` | `number` |
|
||||
|
||||
#### Defined in
|
||||
|
||||
[indices/vectorStore/VectorIndexRetriever.ts:22](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/indices/vectorStore/VectorIndexRetriever.ts#L22)
|
||||
|
||||
## Properties
|
||||
|
||||
### index
|
||||
|
||||
• **index**: [`VectorStoreIndex`](VectorStoreIndex.md)
|
||||
|
||||
#### Defined in
|
||||
|
||||
[indices/vectorStore/VectorIndexRetriever.ts:18](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/indices/vectorStore/VectorIndexRetriever.ts#L18)
|
||||
|
||||
___
|
||||
|
||||
### serviceContext
|
||||
|
||||
• `Private` **serviceContext**: [`ServiceContext`](../interfaces/ServiceContext.md)
|
||||
|
||||
#### Defined in
|
||||
|
||||
[indices/vectorStore/VectorIndexRetriever.ts:20](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/indices/vectorStore/VectorIndexRetriever.ts#L20)
|
||||
|
||||
___
|
||||
|
||||
### similarityTopK
|
||||
|
||||
• **similarityTopK**: `number`
|
||||
|
||||
#### Defined in
|
||||
|
||||
[indices/vectorStore/VectorIndexRetriever.ts:19](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/indices/vectorStore/VectorIndexRetriever.ts#L19)
|
||||
|
||||
## Methods
|
||||
|
||||
### getServiceContext
|
||||
|
||||
▸ **getServiceContext**(): [`ServiceContext`](../interfaces/ServiceContext.md)
|
||||
|
||||
#### Returns
|
||||
|
||||
[`ServiceContext`](../interfaces/ServiceContext.md)
|
||||
|
||||
#### Implementation of
|
||||
|
||||
[BaseRetriever](../interfaces/BaseRetriever.md).[getServiceContext](../interfaces/BaseRetriever.md#getservicecontext)
|
||||
|
||||
#### Defined in
|
||||
|
||||
[indices/vectorStore/VectorIndexRetriever.ts:69](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/indices/vectorStore/VectorIndexRetriever.ts#L69)
|
||||
|
||||
___
|
||||
|
||||
### retrieve
|
||||
|
||||
▸ **retrieve**(`query`, `parentEvent?`): `Promise`<[`NodeWithScore`](../interfaces/NodeWithScore.md)[]\>
|
||||
|
||||
#### Parameters
|
||||
|
||||
| Name | Type |
|
||||
| :------ | :------ |
|
||||
| `query` | `string` |
|
||||
| `parentEvent?` | [`Event`](../interfaces/Event.md) |
|
||||
|
||||
#### Returns
|
||||
|
||||
`Promise`<[`NodeWithScore`](../interfaces/NodeWithScore.md)[]\>
|
||||
|
||||
#### Implementation of
|
||||
|
||||
[BaseRetriever](../interfaces/BaseRetriever.md).[retrieve](../interfaces/BaseRetriever.md#retrieve)
|
||||
|
||||
#### Defined in
|
||||
|
||||
[indices/vectorStore/VectorIndexRetriever.ts:35](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/indices/vectorStore/VectorIndexRetriever.ts#L35)
|
||||
@@ -1,271 +0,0 @@
|
||||
---
|
||||
id: "VectorStoreIndex"
|
||||
title: "Class: VectorStoreIndex"
|
||||
sidebar_label: "VectorStoreIndex"
|
||||
sidebar_position: 0
|
||||
custom_edit_url: null
|
||||
---
|
||||
|
||||
The VectorStoreIndex, an index that stores the nodes only according to their vector embedings.
|
||||
|
||||
## Hierarchy
|
||||
|
||||
- [`BaseIndex`](BaseIndex.md)<[`IndexDict`](IndexDict.md)\>
|
||||
|
||||
↳ **`VectorStoreIndex`**
|
||||
|
||||
## Constructors
|
||||
|
||||
### constructor
|
||||
|
||||
• `Private` **new VectorStoreIndex**(`init`)
|
||||
|
||||
#### Parameters
|
||||
|
||||
| Name | Type |
|
||||
| :------ | :------ |
|
||||
| `init` | [`VectorIndexConstructorProps`](../interfaces/VectorIndexConstructorProps.md) |
|
||||
|
||||
#### Overrides
|
||||
|
||||
[BaseIndex](BaseIndex.md).[constructor](BaseIndex.md#constructor)
|
||||
|
||||
#### Defined in
|
||||
|
||||
[indices/vectorStore/VectorStoreIndex.ts:36](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/indices/vectorStore/VectorStoreIndex.ts#L36)
|
||||
|
||||
## Properties
|
||||
|
||||
### docStore
|
||||
|
||||
• **docStore**: `BaseDocumentStore`
|
||||
|
||||
#### Inherited from
|
||||
|
||||
[BaseIndex](BaseIndex.md).[docStore](BaseIndex.md#docstore)
|
||||
|
||||
#### Defined in
|
||||
|
||||
[indices/BaseIndex.ts:122](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/indices/BaseIndex.ts#L122)
|
||||
|
||||
___
|
||||
|
||||
### indexStore
|
||||
|
||||
• `Optional` **indexStore**: `BaseIndexStore`
|
||||
|
||||
#### Inherited from
|
||||
|
||||
[BaseIndex](BaseIndex.md).[indexStore](BaseIndex.md#indexstore)
|
||||
|
||||
#### Defined in
|
||||
|
||||
[indices/BaseIndex.ts:124](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/indices/BaseIndex.ts#L124)
|
||||
|
||||
___
|
||||
|
||||
### indexStruct
|
||||
|
||||
• **indexStruct**: [`IndexDict`](IndexDict.md)
|
||||
|
||||
#### Inherited from
|
||||
|
||||
[BaseIndex](BaseIndex.md).[indexStruct](BaseIndex.md#indexstruct)
|
||||
|
||||
#### Defined in
|
||||
|
||||
[indices/BaseIndex.ts:125](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/indices/BaseIndex.ts#L125)
|
||||
|
||||
___
|
||||
|
||||
### serviceContext
|
||||
|
||||
• **serviceContext**: [`ServiceContext`](../interfaces/ServiceContext.md)
|
||||
|
||||
#### Inherited from
|
||||
|
||||
[BaseIndex](BaseIndex.md).[serviceContext](BaseIndex.md#servicecontext)
|
||||
|
||||
#### Defined in
|
||||
|
||||
[indices/BaseIndex.ts:120](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/indices/BaseIndex.ts#L120)
|
||||
|
||||
___
|
||||
|
||||
### storageContext
|
||||
|
||||
• **storageContext**: [`StorageContext`](../interfaces/StorageContext.md)
|
||||
|
||||
#### Inherited from
|
||||
|
||||
[BaseIndex](BaseIndex.md).[storageContext](BaseIndex.md#storagecontext)
|
||||
|
||||
#### Defined in
|
||||
|
||||
[indices/BaseIndex.ts:121](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/indices/BaseIndex.ts#L121)
|
||||
|
||||
___
|
||||
|
||||
### vectorStore
|
||||
|
||||
• **vectorStore**: [`VectorStore`](../interfaces/VectorStore.md)
|
||||
|
||||
#### Overrides
|
||||
|
||||
[BaseIndex](BaseIndex.md).[vectorStore](BaseIndex.md#vectorstore)
|
||||
|
||||
#### Defined in
|
||||
|
||||
[indices/vectorStore/VectorStoreIndex.ts:34](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/indices/vectorStore/VectorStoreIndex.ts#L34)
|
||||
|
||||
## Methods
|
||||
|
||||
### asQueryEngine
|
||||
|
||||
▸ **asQueryEngine**(`options?`): [`BaseQueryEngine`](../interfaces/BaseQueryEngine.md)
|
||||
|
||||
Create a new query engine from the index. It will also create a retriever
|
||||
and response synthezier if they are not provided.
|
||||
|
||||
#### Parameters
|
||||
|
||||
| Name | Type | Description |
|
||||
| :------ | :------ | :------ |
|
||||
| `options?` | `Object` | you can supply your own custom Retriever and ResponseSynthesizer |
|
||||
| `options.responseSynthesizer?` | [`ResponseSynthesizer`](ResponseSynthesizer.md) | - |
|
||||
| `options.retriever?` | [`BaseRetriever`](../interfaces/BaseRetriever.md) | - |
|
||||
|
||||
#### Returns
|
||||
|
||||
[`BaseQueryEngine`](../interfaces/BaseQueryEngine.md)
|
||||
|
||||
#### Overrides
|
||||
|
||||
[BaseIndex](BaseIndex.md).[asQueryEngine](BaseIndex.md#asqueryengine)
|
||||
|
||||
#### Defined in
|
||||
|
||||
[indices/vectorStore/VectorStoreIndex.ts:215](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/indices/vectorStore/VectorStoreIndex.ts#L215)
|
||||
|
||||
___
|
||||
|
||||
### asRetriever
|
||||
|
||||
▸ **asRetriever**(`options?`): [`VectorIndexRetriever`](VectorIndexRetriever.md)
|
||||
|
||||
Create a new retriever from the index.
|
||||
|
||||
#### Parameters
|
||||
|
||||
| Name | Type |
|
||||
| :------ | :------ |
|
||||
| `options?` | `any` |
|
||||
|
||||
#### Returns
|
||||
|
||||
[`VectorIndexRetriever`](VectorIndexRetriever.md)
|
||||
|
||||
#### Overrides
|
||||
|
||||
[BaseIndex](BaseIndex.md).[asRetriever](BaseIndex.md#asretriever)
|
||||
|
||||
#### Defined in
|
||||
|
||||
[indices/vectorStore/VectorStoreIndex.ts:211](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/indices/vectorStore/VectorStoreIndex.ts#L211)
|
||||
|
||||
___
|
||||
|
||||
### buildIndexFromNodes
|
||||
|
||||
▸ `Static` **buildIndexFromNodes**(`nodes`, `serviceContext`, `vectorStore`, `docStore`): `Promise`<[`IndexDict`](IndexDict.md)\>
|
||||
|
||||
Get embeddings for nodes and place them into the index.
|
||||
|
||||
#### Parameters
|
||||
|
||||
| Name | Type |
|
||||
| :------ | :------ |
|
||||
| `nodes` | [`BaseNode`](BaseNode.md)[] |
|
||||
| `serviceContext` | [`ServiceContext`](../interfaces/ServiceContext.md) |
|
||||
| `vectorStore` | [`VectorStore`](../interfaces/VectorStore.md) |
|
||||
| `docStore` | `BaseDocumentStore` |
|
||||
|
||||
#### Returns
|
||||
|
||||
`Promise`<[`IndexDict`](IndexDict.md)\>
|
||||
|
||||
#### Defined in
|
||||
|
||||
[indices/vectorStore/VectorStoreIndex.ts:151](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/indices/vectorStore/VectorStoreIndex.ts#L151)
|
||||
|
||||
___
|
||||
|
||||
### fromDocuments
|
||||
|
||||
▸ `Static` **fromDocuments**(`documents`, `args?`): `Promise`<[`VectorStoreIndex`](VectorStoreIndex.md)\>
|
||||
|
||||
High level API: split documents, get embeddings, and build index.
|
||||
|
||||
#### Parameters
|
||||
|
||||
| Name | Type |
|
||||
| :------ | :------ |
|
||||
| `documents` | [`Document`](Document.md)[] |
|
||||
| `args` | `Object` |
|
||||
| `args.serviceContext?` | [`ServiceContext`](../interfaces/ServiceContext.md) |
|
||||
| `args.storageContext?` | [`StorageContext`](../interfaces/StorageContext.md) |
|
||||
|
||||
#### Returns
|
||||
|
||||
`Promise`<[`VectorStoreIndex`](VectorStoreIndex.md)\>
|
||||
|
||||
#### Defined in
|
||||
|
||||
[indices/vectorStore/VectorStoreIndex.ts:186](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/indices/vectorStore/VectorStoreIndex.ts#L186)
|
||||
|
||||
___
|
||||
|
||||
### getNodeEmbeddingResults
|
||||
|
||||
▸ `Static` **getNodeEmbeddingResults**(`nodes`, `serviceContext`, `logProgress?`): `Promise`<[`NodeWithEmbedding`](../interfaces/NodeWithEmbedding.md)[]\>
|
||||
|
||||
Get the embeddings for nodes.
|
||||
|
||||
#### Parameters
|
||||
|
||||
| Name | Type | Default value | Description |
|
||||
| :------ | :------ | :------ | :------ |
|
||||
| `nodes` | [`BaseNode`](BaseNode.md)[] | `undefined` | |
|
||||
| `serviceContext` | [`ServiceContext`](../interfaces/ServiceContext.md) | `undefined` | |
|
||||
| `logProgress` | `boolean` | `false` | log progress to console (useful for debugging) |
|
||||
|
||||
#### Returns
|
||||
|
||||
`Promise`<[`NodeWithEmbedding`](../interfaces/NodeWithEmbedding.md)[]\>
|
||||
|
||||
#### Defined in
|
||||
|
||||
[indices/vectorStore/VectorStoreIndex.ts:123](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/indices/vectorStore/VectorStoreIndex.ts#L123)
|
||||
|
||||
___
|
||||
|
||||
### init
|
||||
|
||||
▸ `Static` **init**(`options`): `Promise`<[`VectorStoreIndex`](VectorStoreIndex.md)\>
|
||||
|
||||
The async init function should be called after the constructor.
|
||||
This is needed to handle persistence.
|
||||
|
||||
#### Parameters
|
||||
|
||||
| Name | Type |
|
||||
| :------ | :------ |
|
||||
| `options` | [`VectorIndexOptions`](../interfaces/VectorIndexOptions.md) |
|
||||
|
||||
#### Returns
|
||||
|
||||
`Promise`<[`VectorStoreIndex`](VectorStoreIndex.md)\>
|
||||
|
||||
#### Defined in
|
||||
|
||||
[indices/vectorStore/VectorStoreIndex.ts:47](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/indices/vectorStore/VectorStoreIndex.ts#L47)
|
||||
@@ -1,37 +0,0 @@
|
||||
---
|
||||
id: "DeuceChatStrategy"
|
||||
title: "Enumeration: DeuceChatStrategy"
|
||||
sidebar_label: "DeuceChatStrategy"
|
||||
sidebar_position: 0
|
||||
custom_edit_url: null
|
||||
---
|
||||
|
||||
## Enumeration Members
|
||||
|
||||
### A16Z
|
||||
|
||||
• **A16Z** = ``"a16z"``
|
||||
|
||||
#### Defined in
|
||||
|
||||
[llm/LLM.ts:224](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/llm/LLM.ts#L224)
|
||||
|
||||
___
|
||||
|
||||
### META
|
||||
|
||||
• **META** = ``"meta"``
|
||||
|
||||
#### Defined in
|
||||
|
||||
[llm/LLM.ts:225](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/llm/LLM.ts#L225)
|
||||
|
||||
___
|
||||
|
||||
### METAWBOS
|
||||
|
||||
• **METAWBOS** = ``"metawbos"``
|
||||
|
||||
#### Defined in
|
||||
|
||||
[llm/LLM.ts:226](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/llm/LLM.ts#L226)
|
||||
@@ -1,27 +0,0 @@
|
||||
---
|
||||
id: "IndexStructType"
|
||||
title: "Enumeration: IndexStructType"
|
||||
sidebar_label: "IndexStructType"
|
||||
sidebar_position: 0
|
||||
custom_edit_url: null
|
||||
---
|
||||
|
||||
## Enumeration Members
|
||||
|
||||
### LIST
|
||||
|
||||
• **LIST** = ``"list"``
|
||||
|
||||
#### Defined in
|
||||
|
||||
[indices/BaseIndex.ts:41](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/indices/BaseIndex.ts#L41)
|
||||
|
||||
___
|
||||
|
||||
### SIMPLE\_DICT
|
||||
|
||||
• **SIMPLE\_DICT** = ``"simple_dict"``
|
||||
|
||||
#### Defined in
|
||||
|
||||
[indices/BaseIndex.ts:40](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/indices/BaseIndex.ts#L40)
|
||||
@@ -1,27 +0,0 @@
|
||||
---
|
||||
id: "ListRetrieverMode"
|
||||
title: "Enumeration: ListRetrieverMode"
|
||||
sidebar_label: "ListRetrieverMode"
|
||||
sidebar_position: 0
|
||||
custom_edit_url: null
|
||||
---
|
||||
|
||||
## Enumeration Members
|
||||
|
||||
### DEFAULT
|
||||
|
||||
• **DEFAULT** = ``"default"``
|
||||
|
||||
#### Defined in
|
||||
|
||||
[indices/list/ListIndex.ts:26](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/indices/list/ListIndex.ts#L26)
|
||||
|
||||
___
|
||||
|
||||
### LLM
|
||||
|
||||
• **LLM** = ``"llm"``
|
||||
|
||||
#### Defined in
|
||||
|
||||
[indices/list/ListIndex.ts:28](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/indices/list/ListIndex.ts#L28)
|
||||
@@ -1,47 +0,0 @@
|
||||
---
|
||||
id: "MetadataMode"
|
||||
title: "Enumeration: MetadataMode"
|
||||
sidebar_label: "MetadataMode"
|
||||
sidebar_position: 0
|
||||
custom_edit_url: null
|
||||
---
|
||||
|
||||
## Enumeration Members
|
||||
|
||||
### ALL
|
||||
|
||||
• **ALL** = ``"ALL"``
|
||||
|
||||
#### Defined in
|
||||
|
||||
[Node.ts:19](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/Node.ts#L19)
|
||||
|
||||
___
|
||||
|
||||
### EMBED
|
||||
|
||||
• **EMBED** = ``"EMBED"``
|
||||
|
||||
#### Defined in
|
||||
|
||||
[Node.ts:20](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/Node.ts#L20)
|
||||
|
||||
___
|
||||
|
||||
### LLM
|
||||
|
||||
• **LLM** = ``"LLM"``
|
||||
|
||||
#### Defined in
|
||||
|
||||
[Node.ts:21](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/Node.ts#L21)
|
||||
|
||||
___
|
||||
|
||||
### NONE
|
||||
|
||||
• **NONE** = ``"NONE"``
|
||||
|
||||
#### Defined in
|
||||
|
||||
[Node.ts:22](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/Node.ts#L22)
|
||||
@@ -1,57 +0,0 @@
|
||||
---
|
||||
id: "NodeRelationship"
|
||||
title: "Enumeration: NodeRelationship"
|
||||
sidebar_label: "NodeRelationship"
|
||||
sidebar_position: 0
|
||||
custom_edit_url: null
|
||||
---
|
||||
|
||||
## Enumeration Members
|
||||
|
||||
### CHILD
|
||||
|
||||
• **CHILD** = ``"CHILD"``
|
||||
|
||||
#### Defined in
|
||||
|
||||
[Node.ts:8](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/Node.ts#L8)
|
||||
|
||||
___
|
||||
|
||||
### NEXT
|
||||
|
||||
• **NEXT** = ``"NEXT"``
|
||||
|
||||
#### Defined in
|
||||
|
||||
[Node.ts:6](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/Node.ts#L6)
|
||||
|
||||
___
|
||||
|
||||
### PARENT
|
||||
|
||||
• **PARENT** = ``"PARENT"``
|
||||
|
||||
#### Defined in
|
||||
|
||||
[Node.ts:7](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/Node.ts#L7)
|
||||
|
||||
___
|
||||
|
||||
### PREVIOUS
|
||||
|
||||
• **PREVIOUS** = ``"PREVIOUS"``
|
||||
|
||||
#### Defined in
|
||||
|
||||
[Node.ts:5](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/Node.ts#L5)
|
||||
|
||||
___
|
||||
|
||||
### SOURCE
|
||||
|
||||
• **SOURCE** = ``"SOURCE"``
|
||||
|
||||
#### Defined in
|
||||
|
||||
[Node.ts:4](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/Node.ts#L4)
|
||||
@@ -1,47 +0,0 @@
|
||||
---
|
||||
id: "ObjectType"
|
||||
title: "Enumeration: ObjectType"
|
||||
sidebar_label: "ObjectType"
|
||||
sidebar_position: 0
|
||||
custom_edit_url: null
|
||||
---
|
||||
|
||||
## Enumeration Members
|
||||
|
||||
### DOCUMENT
|
||||
|
||||
• **DOCUMENT** = ``"DOCUMENT"``
|
||||
|
||||
#### Defined in
|
||||
|
||||
[Node.ts:15](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/Node.ts#L15)
|
||||
|
||||
___
|
||||
|
||||
### IMAGE
|
||||
|
||||
• **IMAGE** = ``"IMAGE"``
|
||||
|
||||
#### Defined in
|
||||
|
||||
[Node.ts:13](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/Node.ts#L13)
|
||||
|
||||
___
|
||||
|
||||
### INDEX
|
||||
|
||||
• **INDEX** = ``"INDEX"``
|
||||
|
||||
#### Defined in
|
||||
|
||||
[Node.ts:14](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/Node.ts#L14)
|
||||
|
||||
___
|
||||
|
||||
### TEXT
|
||||
|
||||
• **TEXT** = ``"TEXT"``
|
||||
|
||||
#### Defined in
|
||||
|
||||
[Node.ts:12](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/Node.ts#L12)
|
||||
@@ -1,40 +0,0 @@
|
||||
---
|
||||
id: "SimilarityType"
|
||||
title: "Enumeration: SimilarityType"
|
||||
sidebar_label: "SimilarityType"
|
||||
sidebar_position: 0
|
||||
custom_edit_url: null
|
||||
---
|
||||
|
||||
Similarity type
|
||||
Default is cosine similarity. Dot product and negative Euclidean distance are also supported.
|
||||
|
||||
## Enumeration Members
|
||||
|
||||
### DEFAULT
|
||||
|
||||
• **DEFAULT** = ``"cosine"``
|
||||
|
||||
#### Defined in
|
||||
|
||||
[Embedding.ts:17](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/Embedding.ts#L17)
|
||||
|
||||
___
|
||||
|
||||
### DOT\_PRODUCT
|
||||
|
||||
• **DOT\_PRODUCT** = ``"dot_product"``
|
||||
|
||||
#### Defined in
|
||||
|
||||
[Embedding.ts:18](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/Embedding.ts#L18)
|
||||
|
||||
___
|
||||
|
||||
### EUCLIDEAN
|
||||
|
||||
• **EUCLIDEAN** = ``"euclidean"``
|
||||
|
||||
#### Defined in
|
||||
|
||||
[Embedding.ts:19](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/Embedding.ts#L19)
|
||||
@@ -1,77 +0,0 @@
|
||||
---
|
||||
id: "VectorStoreQueryMode"
|
||||
title: "Enumeration: VectorStoreQueryMode"
|
||||
sidebar_label: "VectorStoreQueryMode"
|
||||
sidebar_position: 0
|
||||
custom_edit_url: null
|
||||
---
|
||||
|
||||
## Enumeration Members
|
||||
|
||||
### DEFAULT
|
||||
|
||||
• **DEFAULT** = ``"default"``
|
||||
|
||||
#### Defined in
|
||||
|
||||
[storage/vectorStore/types.ts:12](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/storage/vectorStore/types.ts#L12)
|
||||
|
||||
___
|
||||
|
||||
### HYBRID
|
||||
|
||||
• **HYBRID** = ``"hybrid"``
|
||||
|
||||
#### Defined in
|
||||
|
||||
[storage/vectorStore/types.ts:14](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/storage/vectorStore/types.ts#L14)
|
||||
|
||||
___
|
||||
|
||||
### LINEAR\_REGRESSION
|
||||
|
||||
• **LINEAR\_REGRESSION** = ``"linear_regression"``
|
||||
|
||||
#### Defined in
|
||||
|
||||
[storage/vectorStore/types.ts:18](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/storage/vectorStore/types.ts#L18)
|
||||
|
||||
___
|
||||
|
||||
### LOGISTIC\_REGRESSION
|
||||
|
||||
• **LOGISTIC\_REGRESSION** = ``"logistic_regression"``
|
||||
|
||||
#### Defined in
|
||||
|
||||
[storage/vectorStore/types.ts:17](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/storage/vectorStore/types.ts#L17)
|
||||
|
||||
___
|
||||
|
||||
### MMR
|
||||
|
||||
• **MMR** = ``"mmr"``
|
||||
|
||||
#### Defined in
|
||||
|
||||
[storage/vectorStore/types.ts:20](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/storage/vectorStore/types.ts#L20)
|
||||
|
||||
___
|
||||
|
||||
### SPARSE
|
||||
|
||||
• **SPARSE** = ``"sparse"``
|
||||
|
||||
#### Defined in
|
||||
|
||||
[storage/vectorStore/types.ts:13](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/storage/vectorStore/types.ts#L13)
|
||||
|
||||
___
|
||||
|
||||
### SVM
|
||||
|
||||
• **SVM** = ``"svm"``
|
||||
|
||||
#### Defined in
|
||||
|
||||
[storage/vectorStore/types.ts:16](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/storage/vectorStore/types.ts#L16)
|
||||
@@ -1,107 +0,0 @@
|
||||
---
|
||||
id: "index"
|
||||
title: "llamaindex"
|
||||
sidebar_label: "Readme"
|
||||
sidebar_position: 0
|
||||
custom_edit_url: null
|
||||
---
|
||||
|
||||
# LlamaIndex.TS
|
||||
|
||||
LlamaIndex is a data framework for your LLM application.
|
||||
|
||||
Use your own data with large language models (LLMs, OpenAI ChatGPT and others) in Typescript and Javascript.
|
||||
|
||||
Documentation: https://ts.llamaindex.ai/
|
||||
|
||||
## What is LlamaIndex.TS?
|
||||
|
||||
LlamaIndex.TS aims to be a lightweight, easy to use set of libraries to help you integrate large language models into your applications with your own data.
|
||||
|
||||
## Getting started with an example:
|
||||
|
||||
LlamaIndex.TS requries Node v18 or higher. You can download it from https://nodejs.org or use https://nvm.sh (our preferred option).
|
||||
|
||||
In a new folder:
|
||||
|
||||
```bash
|
||||
export OPENAI_API_KEY="sk-......" # Replace with your key from https://platform.openai.com/account/api-keys
|
||||
pnpm init
|
||||
pnpm install typescript
|
||||
pnpm exec tsc –-init # if needed
|
||||
pnpm install llamaindex
|
||||
pnpm install @types/node
|
||||
```
|
||||
|
||||
Create the file example.ts
|
||||
|
||||
```ts
|
||||
// example.ts
|
||||
import fs from "fs/promises";
|
||||
import { Document, VectorStoreIndex } from "llamaindex";
|
||||
|
||||
async function main() {
|
||||
// Load essay from abramov.txt in Node
|
||||
const essay = await fs.readFile(
|
||||
"node_modules/llamaindex/examples/abramov.txt",
|
||||
"utf-8"
|
||||
);
|
||||
|
||||
// Create Document object with essay
|
||||
const document = new Document({ text: essay });
|
||||
|
||||
// Split text and create embeddings. Store them in a VectorStoreIndex
|
||||
const index = await VectorStoreIndex.fromDocuments([document]);
|
||||
|
||||
// Query the index
|
||||
const queryEngine = index.asQueryEngine();
|
||||
const response = await queryEngine.query(
|
||||
"What did the author do in college?"
|
||||
);
|
||||
|
||||
// Output response
|
||||
console.log(response.toString());
|
||||
}
|
||||
|
||||
main();
|
||||
```
|
||||
|
||||
Then you can run it using
|
||||
|
||||
```bash
|
||||
pnpm dlx ts-node example.ts
|
||||
```
|
||||
|
||||
## Playground
|
||||
|
||||
Check out our NextJS playground at https://llama-playground.vercel.app/. The source is available at https://github.com/run-llama/ts-playground
|
||||
|
||||
## Core concepts for getting started:
|
||||
|
||||
- [Document](/packages/core/src/Node.ts): A document represents a text file, PDF file or other contiguous piece of data.
|
||||
|
||||
- [Node](/packages/core/src/Node.ts): The basic data building block. Most commonly, these are parts of the document split into manageable pieces that are small enough to be fed into an embedding model and LLM.
|
||||
|
||||
- [Embedding](/packages/core/src/Embedding.ts): Embeddings are sets of floating point numbers which represent the data in a Node. By comparing the similarity of embeddings, we can derive an understanding of the similarity of two pieces of data. One use case is to compare the embedding of a question with the embeddings of our Nodes to see which Nodes may contain the data needed to answer that quesiton.
|
||||
|
||||
- [Indices](/packages/core/src/indices/): Indices store the Nodes and the embeddings of those nodes. QueryEngines retrieve Nodes from these Indices using embedding similarity.
|
||||
|
||||
- [QueryEngine](/packages/core/src/QueryEngine.ts): Query engines are what generate the query you put in and give you back the result. Query engines generally combine a pre-built prompt with selected Nodes from your Index to give the LLM the context it needs to answer your query.
|
||||
|
||||
- [ChatEngine](/packages/core/src/ChatEngine.ts): A ChatEngine helps you build a chatbot that will interact with your Indices.
|
||||
|
||||
- [SimplePrompt](/packages/core/src/Prompt.ts): A simple standardized function call definition that takes in inputs and formats them in a template literal. SimplePrompts can be specialized using currying and combined using other SimplePrompt functions.
|
||||
|
||||
## Supported LLMs:
|
||||
|
||||
- OpenAI GPT-3.5-turbo and GPT-4
|
||||
- Anthropic Claude Instant and Claude 2
|
||||
- Llama2 Chat LLMs (70B, 13B, and 7B parameters)
|
||||
|
||||
## Contributing:
|
||||
|
||||
We are in the very early days of LlamaIndex.TS. If you’re interested in hacking on it with us check out our [contributing guide](/CONTRIBUTING.md)
|
||||
|
||||
## Bugs? Questions?
|
||||
|
||||
Please join our Discord! https://discord.com/invite/eN6D2HQ4aX
|
||||
@@ -1,79 +0,0 @@
|
||||
---
|
||||
id: "BaseIndexInit"
|
||||
title: "Interface: BaseIndexInit<T>"
|
||||
sidebar_label: "BaseIndexInit"
|
||||
sidebar_position: 0
|
||||
custom_edit_url: null
|
||||
---
|
||||
|
||||
## Type parameters
|
||||
|
||||
| Name |
|
||||
| :------ |
|
||||
| `T` |
|
||||
|
||||
## Hierarchy
|
||||
|
||||
- **`BaseIndexInit`**
|
||||
|
||||
↳ [`VectorIndexConstructorProps`](VectorIndexConstructorProps.md)
|
||||
|
||||
## Properties
|
||||
|
||||
### docStore
|
||||
|
||||
• **docStore**: `BaseDocumentStore`
|
||||
|
||||
#### Defined in
|
||||
|
||||
[indices/BaseIndex.ts:109](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/indices/BaseIndex.ts#L109)
|
||||
|
||||
___
|
||||
|
||||
### indexStore
|
||||
|
||||
• `Optional` **indexStore**: `BaseIndexStore`
|
||||
|
||||
#### Defined in
|
||||
|
||||
[indices/BaseIndex.ts:111](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/indices/BaseIndex.ts#L111)
|
||||
|
||||
___
|
||||
|
||||
### indexStruct
|
||||
|
||||
• **indexStruct**: `T`
|
||||
|
||||
#### Defined in
|
||||
|
||||
[indices/BaseIndex.ts:112](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/indices/BaseIndex.ts#L112)
|
||||
|
||||
___
|
||||
|
||||
### serviceContext
|
||||
|
||||
• **serviceContext**: [`ServiceContext`](ServiceContext.md)
|
||||
|
||||
#### Defined in
|
||||
|
||||
[indices/BaseIndex.ts:107](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/indices/BaseIndex.ts#L107)
|
||||
|
||||
___
|
||||
|
||||
### storageContext
|
||||
|
||||
• **storageContext**: [`StorageContext`](StorageContext.md)
|
||||
|
||||
#### Defined in
|
||||
|
||||
[indices/BaseIndex.ts:108](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/indices/BaseIndex.ts#L108)
|
||||
|
||||
___
|
||||
|
||||
### vectorStore
|
||||
|
||||
• `Optional` **vectorStore**: [`VectorStore`](VectorStore.md)
|
||||
|
||||
#### Defined in
|
||||
|
||||
[indices/BaseIndex.ts:110](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/indices/BaseIndex.ts#L110)
|
||||
@@ -1,35 +0,0 @@
|
||||
---
|
||||
id: "BaseReader"
|
||||
title: "Interface: BaseReader"
|
||||
sidebar_label: "BaseReader"
|
||||
sidebar_position: 0
|
||||
custom_edit_url: null
|
||||
---
|
||||
|
||||
A reader takes imports data into Document objects.
|
||||
|
||||
## Implemented by
|
||||
|
||||
- [`PDFReader`](../classes/PDFReader.md)
|
||||
- [`SimpleDirectoryReader`](../classes/SimpleDirectoryReader.md)
|
||||
- [`TextFileReader`](../classes/TextFileReader.md)
|
||||
|
||||
## Methods
|
||||
|
||||
### loadData
|
||||
|
||||
▸ **loadData**(`...args`): `Promise`<[`Document`](../classes/Document.md)[]\>
|
||||
|
||||
#### Parameters
|
||||
|
||||
| Name | Type |
|
||||
| :------ | :------ |
|
||||
| `...args` | `any`[] |
|
||||
|
||||
#### Returns
|
||||
|
||||
`Promise`<[`Document`](../classes/Document.md)[]\>
|
||||
|
||||
#### Defined in
|
||||
|
||||
[readers/base.ts:7](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/readers/base.ts#L7)
|
||||
@@ -1,50 +0,0 @@
|
||||
---
|
||||
id: "BaseRetriever"
|
||||
title: "Interface: BaseRetriever"
|
||||
sidebar_label: "BaseRetriever"
|
||||
sidebar_position: 0
|
||||
custom_edit_url: null
|
||||
---
|
||||
|
||||
Retrievers retrieve the nodes that most closely match our query in similarity.
|
||||
|
||||
## Implemented by
|
||||
|
||||
- [`ListIndexLLMRetriever`](../classes/ListIndexLLMRetriever.md)
|
||||
- [`ListIndexRetriever`](../classes/ListIndexRetriever.md)
|
||||
- [`VectorIndexRetriever`](../classes/VectorIndexRetriever.md)
|
||||
|
||||
## Methods
|
||||
|
||||
### getServiceContext
|
||||
|
||||
▸ **getServiceContext**(): [`ServiceContext`](ServiceContext.md)
|
||||
|
||||
#### Returns
|
||||
|
||||
[`ServiceContext`](ServiceContext.md)
|
||||
|
||||
#### Defined in
|
||||
|
||||
[Retriever.ts:10](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/Retriever.ts#L10)
|
||||
|
||||
___
|
||||
|
||||
### retrieve
|
||||
|
||||
▸ **retrieve**(`query`, `parentEvent?`): `Promise`<[`NodeWithScore`](NodeWithScore.md)[]\>
|
||||
|
||||
#### Parameters
|
||||
|
||||
| Name | Type |
|
||||
| :------ | :------ |
|
||||
| `query` | `string` |
|
||||
| `parentEvent?` | [`Event`](Event.md) |
|
||||
|
||||
#### Returns
|
||||
|
||||
`Promise`<[`NodeWithScore`](NodeWithScore.md)[]\>
|
||||
|
||||
#### Defined in
|
||||
|
||||
[Retriever.ts:9](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/Retriever.ts#L9)
|
||||
@@ -1,54 +0,0 @@
|
||||
---
|
||||
id: "ChatEngine"
|
||||
title: "Interface: ChatEngine"
|
||||
sidebar_label: "ChatEngine"
|
||||
sidebar_position: 0
|
||||
custom_edit_url: null
|
||||
---
|
||||
|
||||
A ChatEngine is used to handle back and forth chats between the application and the LLM.
|
||||
|
||||
## Implemented by
|
||||
|
||||
- [`CondenseQuestionChatEngine`](../classes/CondenseQuestionChatEngine.md)
|
||||
- [`ContextChatEngine`](../classes/ContextChatEngine.md)
|
||||
- [`SimpleChatEngine`](../classes/SimpleChatEngine.md)
|
||||
|
||||
## Methods
|
||||
|
||||
### chat
|
||||
|
||||
▸ **chat**(`message`, `chatHistory?`): `Promise`<[`Response`](../classes/Response.md)\>
|
||||
|
||||
Send message along with the class's current chat history to the LLM.
|
||||
|
||||
#### Parameters
|
||||
|
||||
| Name | Type | Description |
|
||||
| :------ | :------ | :------ |
|
||||
| `message` | `string` | |
|
||||
| `chatHistory?` | [`ChatMessage`](ChatMessage.md)[] | optional chat history if you want to customize the chat history |
|
||||
|
||||
#### Returns
|
||||
|
||||
`Promise`<[`Response`](../classes/Response.md)\>
|
||||
|
||||
#### Defined in
|
||||
|
||||
[ChatEngine.ts:25](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/ChatEngine.ts#L25)
|
||||
|
||||
___
|
||||
|
||||
### reset
|
||||
|
||||
▸ **reset**(): `void`
|
||||
|
||||
Resets the chat history so that it's empty.
|
||||
|
||||
#### Returns
|
||||
|
||||
`void`
|
||||
|
||||
#### Defined in
|
||||
|
||||
[ChatEngine.ts:30](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/ChatEngine.ts#L30)
|
||||
@@ -1,27 +0,0 @@
|
||||
---
|
||||
id: "ChatMessage"
|
||||
title: "Interface: ChatMessage"
|
||||
sidebar_label: "ChatMessage"
|
||||
sidebar_position: 0
|
||||
custom_edit_url: null
|
||||
---
|
||||
|
||||
## Properties
|
||||
|
||||
### content
|
||||
|
||||
• **content**: `string`
|
||||
|
||||
#### Defined in
|
||||
|
||||
[llm/LLM.ts:28](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/llm/LLM.ts#L28)
|
||||
|
||||
___
|
||||
|
||||
### role
|
||||
|
||||
• **role**: [`MessageType`](../modules.md#messagetype)
|
||||
|
||||
#### Defined in
|
||||
|
||||
[llm/LLM.ts:29](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/llm/LLM.ts#L29)
|
||||
@@ -1,37 +0,0 @@
|
||||
---
|
||||
id: "ChatResponse"
|
||||
title: "Interface: ChatResponse"
|
||||
sidebar_label: "ChatResponse"
|
||||
sidebar_position: 0
|
||||
custom_edit_url: null
|
||||
---
|
||||
|
||||
## Properties
|
||||
|
||||
### delta
|
||||
|
||||
• `Optional` **delta**: `string`
|
||||
|
||||
#### Defined in
|
||||
|
||||
[llm/LLM.ts:35](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/llm/LLM.ts#L35)
|
||||
|
||||
___
|
||||
|
||||
### message
|
||||
|
||||
• **message**: [`ChatMessage`](ChatMessage.md)
|
||||
|
||||
#### Defined in
|
||||
|
||||
[llm/LLM.ts:33](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/llm/LLM.ts#L33)
|
||||
|
||||
___
|
||||
|
||||
### raw
|
||||
|
||||
• `Optional` **raw**: `Record`<`string`, `any`\>
|
||||
|
||||
#### Defined in
|
||||
|
||||
[llm/LLM.ts:34](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/llm/LLM.ts#L34)
|
||||
@@ -1,47 +0,0 @@
|
||||
---
|
||||
id: "Event"
|
||||
title: "Interface: Event"
|
||||
sidebar_label: "Event"
|
||||
sidebar_position: 0
|
||||
custom_edit_url: null
|
||||
---
|
||||
|
||||
## Properties
|
||||
|
||||
### id
|
||||
|
||||
• **id**: `string`
|
||||
|
||||
#### Defined in
|
||||
|
||||
[callbacks/CallbackManager.ts:13](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/callbacks/CallbackManager.ts#L13)
|
||||
|
||||
___
|
||||
|
||||
### parentId
|
||||
|
||||
• `Optional` **parentId**: `string`
|
||||
|
||||
#### Defined in
|
||||
|
||||
[callbacks/CallbackManager.ts:16](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/callbacks/CallbackManager.ts#L16)
|
||||
|
||||
___
|
||||
|
||||
### tags
|
||||
|
||||
• `Optional` **tags**: [`EventTag`](../modules.md#eventtag)[]
|
||||
|
||||
#### Defined in
|
||||
|
||||
[callbacks/CallbackManager.ts:15](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/callbacks/CallbackManager.ts#L15)
|
||||
|
||||
___
|
||||
|
||||
### type
|
||||
|
||||
• **type**: [`EventType`](../modules.md#eventtype)
|
||||
|
||||
#### Defined in
|
||||
|
||||
[callbacks/CallbackManager.ts:14](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/callbacks/CallbackManager.ts#L14)
|
||||
@@ -1,37 +0,0 @@
|
||||
---
|
||||
id: "ExactMatchFilter"
|
||||
title: "Interface: ExactMatchFilter"
|
||||
sidebar_label: "ExactMatchFilter"
|
||||
sidebar_position: 0
|
||||
custom_edit_url: null
|
||||
---
|
||||
|
||||
## Properties
|
||||
|
||||
### filterType
|
||||
|
||||
• **filterType**: ``"ExactMatch"``
|
||||
|
||||
#### Defined in
|
||||
|
||||
[storage/vectorStore/types.ts:24](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/storage/vectorStore/types.ts#L24)
|
||||
|
||||
___
|
||||
|
||||
### key
|
||||
|
||||
• **key**: `string`
|
||||
|
||||
#### Defined in
|
||||
|
||||
[storage/vectorStore/types.ts:25](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/storage/vectorStore/types.ts#L25)
|
||||
|
||||
___
|
||||
|
||||
### value
|
||||
|
||||
• **value**: `string` \| `number`
|
||||
|
||||
#### Defined in
|
||||
|
||||
[storage/vectorStore/types.ts:26](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/storage/vectorStore/types.ts#L26)
|
||||
@@ -1,61 +0,0 @@
|
||||
---
|
||||
id: "LLM"
|
||||
title: "Interface: LLM"
|
||||
sidebar_label: "LLM"
|
||||
sidebar_position: 0
|
||||
custom_edit_url: null
|
||||
---
|
||||
|
||||
Unified language model interface
|
||||
|
||||
## Implemented by
|
||||
|
||||
- [`Anthropic`](../classes/Anthropic.md)
|
||||
- [`LlamaDeuce`](../classes/LlamaDeuce.md)
|
||||
- [`OpenAI`](../classes/OpenAI.md)
|
||||
|
||||
## Methods
|
||||
|
||||
### chat
|
||||
|
||||
▸ **chat**(`messages`, `parentEvent?`): `Promise`<[`ChatResponse`](ChatResponse.md)\>
|
||||
|
||||
Get a chat response from the LLM
|
||||
|
||||
#### Parameters
|
||||
|
||||
| Name | Type |
|
||||
| :------ | :------ |
|
||||
| `messages` | [`ChatMessage`](ChatMessage.md)[] |
|
||||
| `parentEvent?` | [`Event`](Event.md) |
|
||||
|
||||
#### Returns
|
||||
|
||||
`Promise`<[`ChatResponse`](ChatResponse.md)\>
|
||||
|
||||
#### Defined in
|
||||
|
||||
[llm/LLM.ts:49](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/llm/LLM.ts#L49)
|
||||
|
||||
___
|
||||
|
||||
### complete
|
||||
|
||||
▸ **complete**(`prompt`, `parentEvent?`): `Promise`<[`ChatResponse`](ChatResponse.md)\>
|
||||
|
||||
Get a prompt completion from the LLM
|
||||
|
||||
#### Parameters
|
||||
|
||||
| Name | Type | Description |
|
||||
| :------ | :------ | :------ |
|
||||
| `prompt` | `string` | the prompt to complete |
|
||||
| `parentEvent?` | [`Event`](Event.md) | - |
|
||||
|
||||
#### Returns
|
||||
|
||||
`Promise`<[`ChatResponse`](ChatResponse.md)\>
|
||||
|
||||
#### Defined in
|
||||
|
||||
[llm/LLM.ts:55](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/llm/LLM.ts#L55)
|
||||
@@ -1,37 +0,0 @@
|
||||
---
|
||||
id: "MetadataInfo"
|
||||
title: "Interface: MetadataInfo"
|
||||
sidebar_label: "MetadataInfo"
|
||||
sidebar_position: 0
|
||||
custom_edit_url: null
|
||||
---
|
||||
|
||||
## Properties
|
||||
|
||||
### description
|
||||
|
||||
• **description**: `string`
|
||||
|
||||
#### Defined in
|
||||
|
||||
[storage/vectorStore/types.ts:42](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/storage/vectorStore/types.ts#L42)
|
||||
|
||||
___
|
||||
|
||||
### name
|
||||
|
||||
• **name**: `string`
|
||||
|
||||
#### Defined in
|
||||
|
||||
[storage/vectorStore/types.ts:40](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/storage/vectorStore/types.ts#L40)
|
||||
|
||||
___
|
||||
|
||||
### type
|
||||
|
||||
• **type**: `string`
|
||||
|
||||
#### Defined in
|
||||
|
||||
[storage/vectorStore/types.ts:41](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/storage/vectorStore/types.ts#L41)
|
||||
@@ -1,37 +0,0 @@
|
||||
---
|
||||
id: "NodeParser"
|
||||
title: "Interface: NodeParser"
|
||||
sidebar_label: "NodeParser"
|
||||
sidebar_position: 0
|
||||
custom_edit_url: null
|
||||
---
|
||||
|
||||
A NodeParser generates TextNodes from Documents
|
||||
|
||||
## Implemented by
|
||||
|
||||
- [`SimpleNodeParser`](../classes/SimpleNodeParser.md)
|
||||
|
||||
## Methods
|
||||
|
||||
### getNodesFromDocuments
|
||||
|
||||
▸ **getNodesFromDocuments**(`documents`): [`TextNode`](../classes/TextNode.md)[]
|
||||
|
||||
Generates an array of nodes from an array of documents.
|
||||
|
||||
#### Parameters
|
||||
|
||||
| Name | Type | Description |
|
||||
| :------ | :------ | :------ |
|
||||
| `documents` | [`Document`](../classes/Document.md)[] | The documents to generate nodes from. |
|
||||
|
||||
#### Returns
|
||||
|
||||
[`TextNode`](../classes/TextNode.md)[]
|
||||
|
||||
An array of nodes.
|
||||
|
||||
#### Defined in
|
||||
|
||||
[NodeParser.ts:73](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/NodeParser.ts#L73)
|
||||
@@ -1,29 +0,0 @@
|
||||
---
|
||||
id: "NodeWithEmbedding"
|
||||
title: "Interface: NodeWithEmbedding"
|
||||
sidebar_label: "NodeWithEmbedding"
|
||||
sidebar_position: 0
|
||||
custom_edit_url: null
|
||||
---
|
||||
|
||||
A node with an embedding
|
||||
|
||||
## Properties
|
||||
|
||||
### embedding
|
||||
|
||||
• **embedding**: `number`[]
|
||||
|
||||
#### Defined in
|
||||
|
||||
[Node.ts:277](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/Node.ts#L277)
|
||||
|
||||
___
|
||||
|
||||
### node
|
||||
|
||||
• **node**: [`BaseNode`](../classes/BaseNode.md)
|
||||
|
||||
#### Defined in
|
||||
|
||||
[Node.ts:276](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/Node.ts#L276)
|
||||
@@ -1,29 +0,0 @@
|
||||
---
|
||||
id: "NodeWithScore"
|
||||
title: "Interface: NodeWithScore"
|
||||
sidebar_label: "NodeWithScore"
|
||||
sidebar_position: 0
|
||||
custom_edit_url: null
|
||||
---
|
||||
|
||||
A node with a similarity score
|
||||
|
||||
## Properties
|
||||
|
||||
### node
|
||||
|
||||
• **node**: [`BaseNode`](../classes/BaseNode.md)
|
||||
|
||||
#### Defined in
|
||||
|
||||
[Node.ts:268](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/Node.ts#L268)
|
||||
|
||||
___
|
||||
|
||||
### score
|
||||
|
||||
• **score**: `number`
|
||||
|
||||
#### Defined in
|
||||
|
||||
[Node.ts:269](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/Node.ts#L269)
|
||||
@@ -1,47 +0,0 @@
|
||||
---
|
||||
id: "RelatedNodeInfo"
|
||||
title: "Interface: RelatedNodeInfo"
|
||||
sidebar_label: "RelatedNodeInfo"
|
||||
sidebar_position: 0
|
||||
custom_edit_url: null
|
||||
---
|
||||
|
||||
## Properties
|
||||
|
||||
### hash
|
||||
|
||||
• `Optional` **hash**: `string`
|
||||
|
||||
#### Defined in
|
||||
|
||||
[Node.ts:29](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/Node.ts#L29)
|
||||
|
||||
___
|
||||
|
||||
### metadata
|
||||
|
||||
• **metadata**: `Record`<`string`, `any`\>
|
||||
|
||||
#### Defined in
|
||||
|
||||
[Node.ts:28](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/Node.ts#L28)
|
||||
|
||||
___
|
||||
|
||||
### nodeId
|
||||
|
||||
• **nodeId**: `string`
|
||||
|
||||
#### Defined in
|
||||
|
||||
[Node.ts:26](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/Node.ts#L26)
|
||||
|
||||
___
|
||||
|
||||
### nodeType
|
||||
|
||||
• `Optional` **nodeType**: [`ObjectType`](../enums/ObjectType.md)
|
||||
|
||||
#### Defined in
|
||||
|
||||
[Node.ts:27](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/Node.ts#L27)
|
||||
@@ -1,47 +0,0 @@
|
||||
---
|
||||
id: "RetrievalCallbackResponse"
|
||||
title: "Interface: RetrievalCallbackResponse"
|
||||
sidebar_label: "RetrievalCallbackResponse"
|
||||
sidebar_position: 0
|
||||
custom_edit_url: null
|
||||
---
|
||||
|
||||
## Hierarchy
|
||||
|
||||
- `BaseCallbackResponse`
|
||||
|
||||
↳ **`RetrievalCallbackResponse`**
|
||||
|
||||
## Properties
|
||||
|
||||
### event
|
||||
|
||||
• **event**: [`Event`](Event.md)
|
||||
|
||||
#### Inherited from
|
||||
|
||||
BaseCallbackResponse.event
|
||||
|
||||
#### Defined in
|
||||
|
||||
[callbacks/CallbackManager.ts:20](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/callbacks/CallbackManager.ts#L20)
|
||||
|
||||
___
|
||||
|
||||
### nodes
|
||||
|
||||
• **nodes**: [`NodeWithScore`](NodeWithScore.md)[]
|
||||
|
||||
#### Defined in
|
||||
|
||||
[callbacks/CallbackManager.ts:46](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/callbacks/CallbackManager.ts#L46)
|
||||
|
||||
___
|
||||
|
||||
### query
|
||||
|
||||
• **query**: `string`
|
||||
|
||||
#### Defined in
|
||||
|
||||
[callbacks/CallbackManager.ts:45](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/callbacks/CallbackManager.ts#L45)
|
||||
@@ -1,59 +0,0 @@
|
||||
---
|
||||
id: "ServiceContext"
|
||||
title: "Interface: ServiceContext"
|
||||
sidebar_label: "ServiceContext"
|
||||
sidebar_position: 0
|
||||
custom_edit_url: null
|
||||
---
|
||||
|
||||
The ServiceContext is a collection of components that are used in different parts of the application.
|
||||
|
||||
## Properties
|
||||
|
||||
### callbackManager
|
||||
|
||||
• **callbackManager**: [`CallbackManager`](../classes/CallbackManager.md)
|
||||
|
||||
#### Defined in
|
||||
|
||||
[ServiceContext.ts:15](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/ServiceContext.ts#L15)
|
||||
|
||||
___
|
||||
|
||||
### embedModel
|
||||
|
||||
• **embedModel**: [`BaseEmbedding`](../classes/BaseEmbedding.md)
|
||||
|
||||
#### Defined in
|
||||
|
||||
[ServiceContext.ts:13](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/ServiceContext.ts#L13)
|
||||
|
||||
___
|
||||
|
||||
### llm
|
||||
|
||||
• **llm**: [`LLM`](LLM.md)
|
||||
|
||||
#### Defined in
|
||||
|
||||
[ServiceContext.ts:11](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/ServiceContext.ts#L11)
|
||||
|
||||
___
|
||||
|
||||
### nodeParser
|
||||
|
||||
• **nodeParser**: [`NodeParser`](NodeParser.md)
|
||||
|
||||
#### Defined in
|
||||
|
||||
[ServiceContext.ts:14](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/ServiceContext.ts#L14)
|
||||
|
||||
___
|
||||
|
||||
### promptHelper
|
||||
|
||||
• **promptHelper**: `PromptHelper`
|
||||
|
||||
#### Defined in
|
||||
|
||||
[ServiceContext.ts:12](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/ServiceContext.ts#L12)
|
||||
@@ -1,77 +0,0 @@
|
||||
---
|
||||
id: "ServiceContextOptions"
|
||||
title: "Interface: ServiceContextOptions"
|
||||
sidebar_label: "ServiceContextOptions"
|
||||
sidebar_position: 0
|
||||
custom_edit_url: null
|
||||
---
|
||||
|
||||
## Properties
|
||||
|
||||
### callbackManager
|
||||
|
||||
• `Optional` **callbackManager**: [`CallbackManager`](../classes/CallbackManager.md)
|
||||
|
||||
#### Defined in
|
||||
|
||||
[ServiceContext.ts:24](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/ServiceContext.ts#L24)
|
||||
|
||||
___
|
||||
|
||||
### chunkOverlap
|
||||
|
||||
• `Optional` **chunkOverlap**: `number`
|
||||
|
||||
#### Defined in
|
||||
|
||||
[ServiceContext.ts:27](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/ServiceContext.ts#L27)
|
||||
|
||||
___
|
||||
|
||||
### chunkSize
|
||||
|
||||
• `Optional` **chunkSize**: `number`
|
||||
|
||||
#### Defined in
|
||||
|
||||
[ServiceContext.ts:26](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/ServiceContext.ts#L26)
|
||||
|
||||
___
|
||||
|
||||
### embedModel
|
||||
|
||||
• `Optional` **embedModel**: [`BaseEmbedding`](../classes/BaseEmbedding.md)
|
||||
|
||||
#### Defined in
|
||||
|
||||
[ServiceContext.ts:22](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/ServiceContext.ts#L22)
|
||||
|
||||
___
|
||||
|
||||
### llm
|
||||
|
||||
• `Optional` **llm**: [`LLM`](LLM.md)
|
||||
|
||||
#### Defined in
|
||||
|
||||
[ServiceContext.ts:20](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/ServiceContext.ts#L20)
|
||||
|
||||
___
|
||||
|
||||
### nodeParser
|
||||
|
||||
• `Optional` **nodeParser**: [`NodeParser`](NodeParser.md)
|
||||
|
||||
#### Defined in
|
||||
|
||||
[ServiceContext.ts:23](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/ServiceContext.ts#L23)
|
||||
|
||||
___
|
||||
|
||||
### promptHelper
|
||||
|
||||
• `Optional` **promptHelper**: `PromptHelper`
|
||||
|
||||
#### Defined in
|
||||
|
||||
[ServiceContext.ts:21](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/ServiceContext.ts#L21)
|
||||
@@ -1,37 +0,0 @@
|
||||
---
|
||||
id: "StorageContext"
|
||||
title: "Interface: StorageContext"
|
||||
sidebar_label: "StorageContext"
|
||||
sidebar_position: 0
|
||||
custom_edit_url: null
|
||||
---
|
||||
|
||||
## Properties
|
||||
|
||||
### docStore
|
||||
|
||||
• **docStore**: `BaseDocumentStore`
|
||||
|
||||
#### Defined in
|
||||
|
||||
[storage/StorageContext.ts:15](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/storage/StorageContext.ts#L15)
|
||||
|
||||
___
|
||||
|
||||
### indexStore
|
||||
|
||||
• **indexStore**: `BaseIndexStore`
|
||||
|
||||
#### Defined in
|
||||
|
||||
[storage/StorageContext.ts:16](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/storage/StorageContext.ts#L16)
|
||||
|
||||
___
|
||||
|
||||
### vectorStore
|
||||
|
||||
• **vectorStore**: [`VectorStore`](VectorStore.md)
|
||||
|
||||
#### Defined in
|
||||
|
||||
[storage/StorageContext.ts:17](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/storage/StorageContext.ts#L17)
|
||||
@@ -1,57 +0,0 @@
|
||||
---
|
||||
id: "StreamCallbackResponse"
|
||||
title: "Interface: StreamCallbackResponse"
|
||||
sidebar_label: "StreamCallbackResponse"
|
||||
sidebar_position: 0
|
||||
custom_edit_url: null
|
||||
---
|
||||
|
||||
## Hierarchy
|
||||
|
||||
- `BaseCallbackResponse`
|
||||
|
||||
↳ **`StreamCallbackResponse`**
|
||||
|
||||
## Properties
|
||||
|
||||
### event
|
||||
|
||||
• **event**: [`Event`](Event.md)
|
||||
|
||||
#### Inherited from
|
||||
|
||||
BaseCallbackResponse.event
|
||||
|
||||
#### Defined in
|
||||
|
||||
[callbacks/CallbackManager.ts:20](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/callbacks/CallbackManager.ts#L20)
|
||||
|
||||
___
|
||||
|
||||
### index
|
||||
|
||||
• **index**: `number`
|
||||
|
||||
#### Defined in
|
||||
|
||||
[callbacks/CallbackManager.ts:39](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/callbacks/CallbackManager.ts#L39)
|
||||
|
||||
___
|
||||
|
||||
### isDone
|
||||
|
||||
• `Optional` **isDone**: `boolean`
|
||||
|
||||
#### Defined in
|
||||
|
||||
[callbacks/CallbackManager.ts:40](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/callbacks/CallbackManager.ts#L40)
|
||||
|
||||
___
|
||||
|
||||
### token
|
||||
|
||||
• `Optional` **token**: [`StreamToken`](StreamToken.md)
|
||||
|
||||
#### Defined in
|
||||
|
||||
[callbacks/CallbackManager.ts:41](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/callbacks/CallbackManager.ts#L41)
|
||||
@@ -1,57 +0,0 @@
|
||||
---
|
||||
id: "StreamToken"
|
||||
title: "Interface: StreamToken"
|
||||
sidebar_label: "StreamToken"
|
||||
sidebar_position: 0
|
||||
custom_edit_url: null
|
||||
---
|
||||
|
||||
## Properties
|
||||
|
||||
### choices
|
||||
|
||||
• **choices**: { `delta`: { `content?`: ``null`` \| `string` ; `role?`: ``"function"`` \| ``"user"`` \| ``"assistant"`` \| ``"system"`` } ; `finish_reason`: ``null`` \| `string` ; `index`: `number` }[]
|
||||
|
||||
#### Defined in
|
||||
|
||||
[callbacks/CallbackManager.ts:28](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/callbacks/CallbackManager.ts#L28)
|
||||
|
||||
___
|
||||
|
||||
### created
|
||||
|
||||
• **created**: `number`
|
||||
|
||||
#### Defined in
|
||||
|
||||
[callbacks/CallbackManager.ts:26](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/callbacks/CallbackManager.ts#L26)
|
||||
|
||||
___
|
||||
|
||||
### id
|
||||
|
||||
• **id**: `string`
|
||||
|
||||
#### Defined in
|
||||
|
||||
[callbacks/CallbackManager.ts:24](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/callbacks/CallbackManager.ts#L24)
|
||||
|
||||
___
|
||||
|
||||
### model
|
||||
|
||||
• **model**: `string`
|
||||
|
||||
#### Defined in
|
||||
|
||||
[callbacks/CallbackManager.ts:27](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/callbacks/CallbackManager.ts#L27)
|
||||
|
||||
___
|
||||
|
||||
### object
|
||||
|
||||
• **object**: `string`
|
||||
|
||||
#### Defined in
|
||||
|
||||
[callbacks/CallbackManager.ts:25](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/callbacks/CallbackManager.ts#L25)
|
||||
@@ -1,27 +0,0 @@
|
||||
---
|
||||
id: "SubQuestion"
|
||||
title: "Interface: SubQuestion"
|
||||
sidebar_label: "SubQuestion"
|
||||
sidebar_position: 0
|
||||
custom_edit_url: null
|
||||
---
|
||||
|
||||
## Properties
|
||||
|
||||
### subQuestion
|
||||
|
||||
• **subQuestion**: `string`
|
||||
|
||||
#### Defined in
|
||||
|
||||
[QuestionGenerator.ts:15](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/QuestionGenerator.ts#L15)
|
||||
|
||||
___
|
||||
|
||||
### toolName
|
||||
|
||||
• **toolName**: `string`
|
||||
|
||||
#### Defined in
|
||||
|
||||
[QuestionGenerator.ts:16](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/QuestionGenerator.ts#L16)
|
||||
@@ -1,97 +0,0 @@
|
||||
---
|
||||
id: "VectorIndexConstructorProps"
|
||||
title: "Interface: VectorIndexConstructorProps"
|
||||
sidebar_label: "VectorIndexConstructorProps"
|
||||
sidebar_position: 0
|
||||
custom_edit_url: null
|
||||
---
|
||||
|
||||
## Hierarchy
|
||||
|
||||
- [`BaseIndexInit`](BaseIndexInit.md)<[`IndexDict`](../classes/IndexDict.md)\>
|
||||
|
||||
↳ **`VectorIndexConstructorProps`**
|
||||
|
||||
## Properties
|
||||
|
||||
### docStore
|
||||
|
||||
• **docStore**: `BaseDocumentStore`
|
||||
|
||||
#### Inherited from
|
||||
|
||||
[BaseIndexInit](BaseIndexInit.md).[docStore](BaseIndexInit.md#docstore)
|
||||
|
||||
#### Defined in
|
||||
|
||||
[indices/BaseIndex.ts:109](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/indices/BaseIndex.ts#L109)
|
||||
|
||||
___
|
||||
|
||||
### indexStore
|
||||
|
||||
• `Optional` **indexStore**: `BaseIndexStore`
|
||||
|
||||
#### Inherited from
|
||||
|
||||
[BaseIndexInit](BaseIndexInit.md).[indexStore](BaseIndexInit.md#indexstore)
|
||||
|
||||
#### Defined in
|
||||
|
||||
[indices/BaseIndex.ts:111](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/indices/BaseIndex.ts#L111)
|
||||
|
||||
___
|
||||
|
||||
### indexStruct
|
||||
|
||||
• **indexStruct**: [`IndexDict`](../classes/IndexDict.md)
|
||||
|
||||
#### Inherited from
|
||||
|
||||
[BaseIndexInit](BaseIndexInit.md).[indexStruct](BaseIndexInit.md#indexstruct)
|
||||
|
||||
#### Defined in
|
||||
|
||||
[indices/BaseIndex.ts:112](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/indices/BaseIndex.ts#L112)
|
||||
|
||||
___
|
||||
|
||||
### serviceContext
|
||||
|
||||
• **serviceContext**: [`ServiceContext`](ServiceContext.md)
|
||||
|
||||
#### Inherited from
|
||||
|
||||
[BaseIndexInit](BaseIndexInit.md).[serviceContext](BaseIndexInit.md#servicecontext)
|
||||
|
||||
#### Defined in
|
||||
|
||||
[indices/BaseIndex.ts:107](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/indices/BaseIndex.ts#L107)
|
||||
|
||||
___
|
||||
|
||||
### storageContext
|
||||
|
||||
• **storageContext**: [`StorageContext`](StorageContext.md)
|
||||
|
||||
#### Inherited from
|
||||
|
||||
[BaseIndexInit](BaseIndexInit.md).[storageContext](BaseIndexInit.md#storagecontext)
|
||||
|
||||
#### Defined in
|
||||
|
||||
[indices/BaseIndex.ts:108](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/indices/BaseIndex.ts#L108)
|
||||
|
||||
___
|
||||
|
||||
### vectorStore
|
||||
|
||||
• **vectorStore**: [`VectorStore`](VectorStore.md)
|
||||
|
||||
#### Overrides
|
||||
|
||||
[BaseIndexInit](BaseIndexInit.md).[vectorStore](BaseIndexInit.md#vectorstore)
|
||||
|
||||
#### Defined in
|
||||
|
||||
[indices/BaseIndex.ts:162](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/indices/BaseIndex.ts#L162)
|
||||
@@ -1,57 +0,0 @@
|
||||
---
|
||||
id: "VectorIndexOptions"
|
||||
title: "Interface: VectorIndexOptions"
|
||||
sidebar_label: "VectorIndexOptions"
|
||||
sidebar_position: 0
|
||||
custom_edit_url: null
|
||||
---
|
||||
|
||||
## Properties
|
||||
|
||||
### indexId
|
||||
|
||||
• `Optional` **indexId**: `string`
|
||||
|
||||
#### Defined in
|
||||
|
||||
[indices/BaseIndex.ts:156](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/indices/BaseIndex.ts#L156)
|
||||
|
||||
___
|
||||
|
||||
### indexStruct
|
||||
|
||||
• `Optional` **indexStruct**: [`IndexDict`](../classes/IndexDict.md)
|
||||
|
||||
#### Defined in
|
||||
|
||||
[indices/BaseIndex.ts:155](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/indices/BaseIndex.ts#L155)
|
||||
|
||||
___
|
||||
|
||||
### nodes
|
||||
|
||||
• `Optional` **nodes**: [`BaseNode`](../classes/BaseNode.md)[]
|
||||
|
||||
#### Defined in
|
||||
|
||||
[indices/BaseIndex.ts:154](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/indices/BaseIndex.ts#L154)
|
||||
|
||||
___
|
||||
|
||||
### serviceContext
|
||||
|
||||
• `Optional` **serviceContext**: [`ServiceContext`](ServiceContext.md)
|
||||
|
||||
#### Defined in
|
||||
|
||||
[indices/BaseIndex.ts:157](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/indices/BaseIndex.ts#L157)
|
||||
|
||||
___
|
||||
|
||||
### storageContext
|
||||
|
||||
• `Optional` **storageContext**: [`StorageContext`](StorageContext.md)
|
||||
|
||||
#### Defined in
|
||||
|
||||
[indices/BaseIndex.ts:158](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/indices/BaseIndex.ts#L158)
|
||||
@@ -1,124 +0,0 @@
|
||||
---
|
||||
id: "VectorStore"
|
||||
title: "Interface: VectorStore"
|
||||
sidebar_label: "VectorStore"
|
||||
sidebar_position: 0
|
||||
custom_edit_url: null
|
||||
---
|
||||
|
||||
## Properties
|
||||
|
||||
### isEmbeddingQuery
|
||||
|
||||
• `Optional` **isEmbeddingQuery**: `boolean`
|
||||
|
||||
#### Defined in
|
||||
|
||||
[storage/vectorStore/types.ts:63](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/storage/vectorStore/types.ts#L63)
|
||||
|
||||
___
|
||||
|
||||
### storesText
|
||||
|
||||
• **storesText**: `boolean`
|
||||
|
||||
#### Defined in
|
||||
|
||||
[storage/vectorStore/types.ts:62](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/storage/vectorStore/types.ts#L62)
|
||||
|
||||
## Methods
|
||||
|
||||
### add
|
||||
|
||||
▸ **add**(`embeddingResults`): `Promise`<`string`[]\>
|
||||
|
||||
#### Parameters
|
||||
|
||||
| Name | Type |
|
||||
| :------ | :------ |
|
||||
| `embeddingResults` | [`NodeWithEmbedding`](NodeWithEmbedding.md)[] |
|
||||
|
||||
#### Returns
|
||||
|
||||
`Promise`<`string`[]\>
|
||||
|
||||
#### Defined in
|
||||
|
||||
[storage/vectorStore/types.ts:65](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/storage/vectorStore/types.ts#L65)
|
||||
|
||||
___
|
||||
|
||||
### client
|
||||
|
||||
▸ **client**(): `any`
|
||||
|
||||
#### Returns
|
||||
|
||||
`any`
|
||||
|
||||
#### Defined in
|
||||
|
||||
[storage/vectorStore/types.ts:64](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/storage/vectorStore/types.ts#L64)
|
||||
|
||||
___
|
||||
|
||||
### delete
|
||||
|
||||
▸ **delete**(`refDocId`, `deleteKwargs?`): `Promise`<`void`\>
|
||||
|
||||
#### Parameters
|
||||
|
||||
| Name | Type |
|
||||
| :------ | :------ |
|
||||
| `refDocId` | `string` |
|
||||
| `deleteKwargs?` | `any` |
|
||||
|
||||
#### Returns
|
||||
|
||||
`Promise`<`void`\>
|
||||
|
||||
#### Defined in
|
||||
|
||||
[storage/vectorStore/types.ts:66](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/storage/vectorStore/types.ts#L66)
|
||||
|
||||
___
|
||||
|
||||
### persist
|
||||
|
||||
▸ **persist**(`persistPath`, `fs?`): `Promise`<`void`\>
|
||||
|
||||
#### Parameters
|
||||
|
||||
| Name | Type |
|
||||
| :------ | :------ |
|
||||
| `persistPath` | `string` |
|
||||
| `fs?` | [`GenericFileSystem`](GenericFileSystem.md) |
|
||||
|
||||
#### Returns
|
||||
|
||||
`Promise`<`void`\>
|
||||
|
||||
#### Defined in
|
||||
|
||||
[storage/vectorStore/types.ts:68](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/storage/vectorStore/types.ts#L68)
|
||||
|
||||
___
|
||||
|
||||
### query
|
||||
|
||||
▸ **query**(`query`, `kwargs?`): `Promise`<[`VectorStoreQueryResult`](VectorStoreQueryResult.md)\>
|
||||
|
||||
#### Parameters
|
||||
|
||||
| Name | Type |
|
||||
| :------ | :------ |
|
||||
| `query` | [`VectorStoreQuery`](VectorStoreQuery.md) |
|
||||
| `kwargs?` | `any` |
|
||||
|
||||
#### Returns
|
||||
|
||||
`Promise`<[`VectorStoreQueryResult`](VectorStoreQueryResult.md)\>
|
||||
|
||||
#### Defined in
|
||||
|
||||
[storage/vectorStore/types.ts:67](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/storage/vectorStore/types.ts#L67)
|
||||
@@ -1,27 +0,0 @@
|
||||
---
|
||||
id: "VectorStoreInfo"
|
||||
title: "Interface: VectorStoreInfo"
|
||||
sidebar_label: "VectorStoreInfo"
|
||||
sidebar_position: 0
|
||||
custom_edit_url: null
|
||||
---
|
||||
|
||||
## Properties
|
||||
|
||||
### contentInfo
|
||||
|
||||
• **contentInfo**: `string`
|
||||
|
||||
#### Defined in
|
||||
|
||||
[storage/vectorStore/types.ts:47](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/storage/vectorStore/types.ts#L47)
|
||||
|
||||
___
|
||||
|
||||
### metadataInfo
|
||||
|
||||
• **metadataInfo**: [`MetadataInfo`](MetadataInfo.md)[]
|
||||
|
||||
#### Defined in
|
||||
|
||||
[storage/vectorStore/types.ts:46](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/storage/vectorStore/types.ts#L46)
|
||||
@@ -1,87 +0,0 @@
|
||||
---
|
||||
id: "VectorStoreQuery"
|
||||
title: "Interface: VectorStoreQuery"
|
||||
sidebar_label: "VectorStoreQuery"
|
||||
sidebar_position: 0
|
||||
custom_edit_url: null
|
||||
---
|
||||
|
||||
## Properties
|
||||
|
||||
### alpha
|
||||
|
||||
• `Optional` **alpha**: `number`
|
||||
|
||||
#### Defined in
|
||||
|
||||
[storage/vectorStore/types.ts:56](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/storage/vectorStore/types.ts#L56)
|
||||
|
||||
___
|
||||
|
||||
### docIds
|
||||
|
||||
• `Optional` **docIds**: `string`[]
|
||||
|
||||
#### Defined in
|
||||
|
||||
[storage/vectorStore/types.ts:53](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/storage/vectorStore/types.ts#L53)
|
||||
|
||||
___
|
||||
|
||||
### filters
|
||||
|
||||
• `Optional` **filters**: [`MetadataFilters`](MetadataFilters.md)
|
||||
|
||||
#### Defined in
|
||||
|
||||
[storage/vectorStore/types.ts:57](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/storage/vectorStore/types.ts#L57)
|
||||
|
||||
___
|
||||
|
||||
### mmrThreshold
|
||||
|
||||
• `Optional` **mmrThreshold**: `number`
|
||||
|
||||
#### Defined in
|
||||
|
||||
[storage/vectorStore/types.ts:58](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/storage/vectorStore/types.ts#L58)
|
||||
|
||||
___
|
||||
|
||||
### mode
|
||||
|
||||
• **mode**: [`VectorStoreQueryMode`](../enums/VectorStoreQueryMode.md)
|
||||
|
||||
#### Defined in
|
||||
|
||||
[storage/vectorStore/types.ts:55](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/storage/vectorStore/types.ts#L55)
|
||||
|
||||
___
|
||||
|
||||
### queryEmbedding
|
||||
|
||||
• `Optional` **queryEmbedding**: `number`[]
|
||||
|
||||
#### Defined in
|
||||
|
||||
[storage/vectorStore/types.ts:51](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/storage/vectorStore/types.ts#L51)
|
||||
|
||||
___
|
||||
|
||||
### queryStr
|
||||
|
||||
• `Optional` **queryStr**: `string`
|
||||
|
||||
#### Defined in
|
||||
|
||||
[storage/vectorStore/types.ts:54](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/storage/vectorStore/types.ts#L54)
|
||||
|
||||
___
|
||||
|
||||
### similarityTopK
|
||||
|
||||
• **similarityTopK**: `number`
|
||||
|
||||
#### Defined in
|
||||
|
||||
[storage/vectorStore/types.ts:52](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/storage/vectorStore/types.ts#L52)
|
||||
@@ -1,37 +0,0 @@
|
||||
---
|
||||
id: "VectorStoreQueryResult"
|
||||
title: "Interface: VectorStoreQueryResult"
|
||||
sidebar_label: "VectorStoreQueryResult"
|
||||
sidebar_position: 0
|
||||
custom_edit_url: null
|
||||
---
|
||||
|
||||
## Properties
|
||||
|
||||
### ids
|
||||
|
||||
• **ids**: `string`[]
|
||||
|
||||
#### Defined in
|
||||
|
||||
[storage/vectorStore/types.ts:8](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/storage/vectorStore/types.ts#L8)
|
||||
|
||||
___
|
||||
|
||||
### nodes
|
||||
|
||||
• `Optional` **nodes**: [`BaseNode`](../classes/BaseNode.md)[]
|
||||
|
||||
#### Defined in
|
||||
|
||||
[storage/vectorStore/types.ts:6](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/storage/vectorStore/types.ts#L6)
|
||||
|
||||
___
|
||||
|
||||
### similarities
|
||||
|
||||
• **similarities**: `number`[]
|
||||
|
||||
#### Defined in
|
||||
|
||||
[storage/vectorStore/types.ts:7](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/storage/vectorStore/types.ts#L7)
|
||||
@@ -1,37 +0,0 @@
|
||||
---
|
||||
id: "VectorStoreQuerySpec"
|
||||
title: "Interface: VectorStoreQuerySpec"
|
||||
sidebar_label: "VectorStoreQuerySpec"
|
||||
sidebar_position: 0
|
||||
custom_edit_url: null
|
||||
---
|
||||
|
||||
## Properties
|
||||
|
||||
### filters
|
||||
|
||||
• **filters**: [`ExactMatchFilter`](ExactMatchFilter.md)[]
|
||||
|
||||
#### Defined in
|
||||
|
||||
[storage/vectorStore/types.ts:35](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/storage/vectorStore/types.ts#L35)
|
||||
|
||||
___
|
||||
|
||||
### query
|
||||
|
||||
• **query**: `string`
|
||||
|
||||
#### Defined in
|
||||
|
||||
[storage/vectorStore/types.ts:34](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/storage/vectorStore/types.ts#L34)
|
||||
|
||||
___
|
||||
|
||||
### topK
|
||||
|
||||
• `Optional` **topK**: `number`
|
||||
|
||||
#### Defined in
|
||||
|
||||
[storage/vectorStore/types.ts:36](https://github.com/run-llama/LlamaIndexTS/blob/main/packages/core/src/storage/vectorStore/types.ts#L36)
|
||||
File diff suppressed because it is too large
Load Diff
@@ -1,43 +0,0 @@
|
||||
---
|
||||
sidebar_position: 4
|
||||
---
|
||||
|
||||
# End to End Examples
|
||||
|
||||
We include several end-to-end examples using LlamaIndex.TS in the repository
|
||||
|
||||
## [Chat Engine](https://github.com/run-llama/LlamaIndexTS/blob/main/apps/simple/chatEngine.ts)
|
||||
|
||||
Read a file and chat about it with the LLM.
|
||||
|
||||
## [List Index](https://github.com/run-llama/LlamaIndexTS/blob/main/apps/simple/listIndex.ts)
|
||||
|
||||
Create a list index and query it. This example also use the `LLMRetriever`, which will use the LLM to select the best nodes to use when generating answer.
|
||||
|
||||
## [Vector Index](https://github.com/run-llama/LlamaIndexTS/blob/main/apps/simple/vectorIndex.ts)
|
||||
|
||||
Create a vector index and query it. The vector index will use embeddings to fetch the top k most relevant nodes. By default, the top k is 2.
|
||||
|
||||
## [Save / Load an Index](https://github.com/run-llama/LlamaIndexTS/blob/main/apps/simple/storageContext.ts)
|
||||
|
||||
Create and load a vector index. Persistance to disk in LlamaIndex.TS happens automatically once a storage context object is created.
|
||||
|
||||
## [Customized Vector Index](https://github.com/run-llama/LlamaIndexTS/blob/main/apps/simple/vectorIndexCustomize.ts)
|
||||
|
||||
Create a vector index and query it, while also configuring the the `LLM`, the `ServiceContext`, and the `similarity_top_k`.
|
||||
|
||||
## [OpenAI LLM](https://github.com/run-llama/LlamaIndexTS/blob/main/apps/simple/openai.ts)
|
||||
|
||||
Create an OpenAI LLM and directly use it for chat.
|
||||
|
||||
## [Llama2 DeuceLLM](https://github.com/run-llama/LlamaIndexTS/blob/main/apps/simple/llamadeuce.ts)
|
||||
|
||||
Create a Llama-2 LLM and directly use it for chat.
|
||||
|
||||
## [SubQuestionQueryEngine](https://github.com/run-llama/LlamaIndexTS/blob/main/apps/simple/subquestion.ts)
|
||||
|
||||
Uses the `SubQuestionQueryEngine`, which breaks complex queries into multiple questions, and then aggreates a response across the answers to all sub-questions.
|
||||
|
||||
## [Low Level Modules](https://github.com/run-llama/LlamaIndexTS/blob/main/apps/simple/lowlevel.ts)
|
||||
|
||||
This example uses several low-level components, which removes the need for an actual query engine. These components can be used anywhere, in any application, or customized and sub-classed to meet your own needs.
|
||||
@@ -0,0 +1,2 @@
|
||||
label: Examples
|
||||
position: 2
|
||||
@@ -0,0 +1,85 @@
|
||||
# Agents
|
||||
|
||||
A built-in agent that can take decisions and reasoning based on the tools provided to it.
|
||||
|
||||
## OpenAI Agent
|
||||
|
||||
```ts
|
||||
import { FunctionTool, OpenAIAgent } from "llamaindex";
|
||||
|
||||
// Define a function to sum two numbers
|
||||
function sumNumbers({ a, b }: { a: number; b: number }): number {
|
||||
return a + b;
|
||||
}
|
||||
|
||||
// Define a function to divide two numbers
|
||||
function divideNumbers({ a, b }: { a: number; b: number }): number {
|
||||
return a / b;
|
||||
}
|
||||
|
||||
// Define the parameters of the sum function as a JSON schema
|
||||
const sumJSON = {
|
||||
type: "object",
|
||||
properties: {
|
||||
a: {
|
||||
type: "number",
|
||||
description: "The first number",
|
||||
},
|
||||
b: {
|
||||
type: "number",
|
||||
description: "The second number",
|
||||
},
|
||||
},
|
||||
required: ["a", "b"],
|
||||
};
|
||||
|
||||
// Define the parameters of the divide function as a JSON schema
|
||||
const divideJSON = {
|
||||
type: "object",
|
||||
properties: {
|
||||
a: {
|
||||
type: "number",
|
||||
description: "The dividend to divide",
|
||||
},
|
||||
b: {
|
||||
type: "number",
|
||||
description: "The divisor to divide by",
|
||||
},
|
||||
},
|
||||
required: ["a", "b"],
|
||||
};
|
||||
|
||||
async function main() {
|
||||
// Create a function tool from the sum function
|
||||
const sumFunctionTool = new FunctionTool(sumNumbers, {
|
||||
name: "sumNumbers",
|
||||
description: "Use this function to sum two numbers",
|
||||
parameters: sumJSON,
|
||||
});
|
||||
|
||||
// Create a function tool from the divide function
|
||||
const divideFunctionTool = new FunctionTool(divideNumbers, {
|
||||
name: "divideNumbers",
|
||||
description: "Use this function to divide two numbers"
|
||||
parameters: divideJSON,
|
||||
});
|
||||
|
||||
// Create an OpenAIAgent with the function tools
|
||||
const agent = new OpenAIAgent({
|
||||
tools: [sumFunctionTool, divideFunctionTool],
|
||||
verbose: true,
|
||||
});
|
||||
|
||||
// Chat with the agent
|
||||
const response = await agent.chat({
|
||||
message: "How much is 5 + 5? then divide by 2",
|
||||
});
|
||||
|
||||
// Print the response
|
||||
console.log(String(response));
|
||||
}
|
||||
|
||||
main().then(() => {
|
||||
console.log("Done");
|
||||
});
|
||||
```
|
||||
@@ -0,0 +1,12 @@
|
||||
---
|
||||
sidebar_position: 1
|
||||
---
|
||||
|
||||
import CodeBlock from "@theme/CodeBlock";
|
||||
import CodeSource from "!raw-loader!../../../../examples/chatEngine";
|
||||
|
||||
# Chat Engine
|
||||
|
||||
Chat Engine is a class that allows you to create a chatbot from a retriever. It is a wrapper around a retriever that allows you to chat with it in a conversational manner.
|
||||
|
||||
<CodeBlock language="ts">{CodeSource}</CodeBlock>
|
||||
@@ -0,0 +1,7 @@
|
||||
---
|
||||
sidebar_position: 5
|
||||
---
|
||||
|
||||
# More examples
|
||||
|
||||
You can check out more examples in the [examples](https://github.com/run-llama/LlamaIndexTS/tree/main/examples) folder of the repository.
|
||||
@@ -0,0 +1,10 @@
|
||||
---
|
||||
sidebar_position: 4
|
||||
---
|
||||
|
||||
import CodeBlock from "@theme/CodeBlock";
|
||||
import CodeSource from "!raw-loader!../../../../examples/storageContext";
|
||||
|
||||
# Save/Load an Index
|
||||
|
||||
<CodeBlock language="ts">{CodeSource}</CodeBlock>
|
||||
Some files were not shown because too many files have changed in this diff Show More
Reference in New Issue
Block a user