kopia lustrzana https://github.com/transitive-bullshit/chatgpt-api
feat: add langchain
Travis Fischer
rodzic
e6263fbeac
commit
83cf65f9d0
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@ -5,14 +5,14 @@ import { openai } from '@ai-sdk/openai'
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import { generateText } from 'ai'
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import { WeatherClient } from '../../src/index.js'
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import { tools } from '../../src/sdks/ai-sdk.js'
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import { createAISDKTools } from '../../src/sdks/ai-sdk.js'
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async function main() {
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const weather = new WeatherClient()
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const result = await generateText({
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model: openai('gpt-4-turbo'),
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tools: tools(weather),
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tools: createAISDKTools(weather),
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toolChoice: 'required',
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prompt:
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'What is the weather in San Francisco and what attractions should I visit?'
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@ -10,7 +10,7 @@ import {
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import { z } from 'zod'
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import { WeatherClient } from '../../src/index.js'
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import { functions } from '../../src/sdks/dexter.js'
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import { createDexterFunctions } from '../../src/sdks/dexter.js'
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/** Get the capital city for a given state. */
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const getCapitalCity = createAIFunction(
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@ -48,7 +48,7 @@ const weather = new WeatherClient()
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/** A runner that uses the weather and capital city functions. */
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const weatherCapitalRunner = createAIRunner({
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chatModel: new ChatModel({ params: { model: 'gpt-4-1106-preview' } }),
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functions: [...functions(weather), getCapitalCity],
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functions: [...createDexterFunctions(weather), getCapitalCity],
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systemMessage: `You use functions to answer questions about the weather and capital cities.`
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})
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@ -6,7 +6,7 @@ import { configureGenkit } from '@genkit-ai/core'
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import { gpt4o, openAI } from 'genkitx-openai'
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import { WeatherClient } from '../../src/index.js'
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import { tools } from '../../src/sdks/genkit.js'
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import { createGenkitTools } from '../../src/sdks/genkit.js'
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async function main() {
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const weather = new WeatherClient()
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@ -17,7 +17,7 @@ async function main() {
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const result = await generate({
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model: gpt4o,
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tools: tools(weather),
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tools: createGenkitTools(weather),
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history: [
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{
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role: 'system',
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@ -28,7 +28,7 @@ async function main() {
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]
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}
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],
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prompt: [{ text: 'What is the weather in San Francisco?' }]
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prompt: 'What is the weather in San Francisco?'
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})
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console.log(result)
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@ -0,0 +1,39 @@
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#!/usr/bin/env node
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import 'dotenv/config'
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import { ChatPromptTemplate } from '@langchain/core/prompts'
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import { ChatOpenAI } from '@langchain/openai'
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import { AgentExecutor, createToolCallingAgent } from 'langchain/agents'
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import { WeatherClient } from '../../src/index.js'
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import { createLangChainTools } from '../../src/sdks/langchain.js'
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async function main() {
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const weather = new WeatherClient()
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const tools = createLangChainTools(weather)
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const agent = createToolCallingAgent({
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llm: new ChatOpenAI({ temperature: 0 }),
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tools,
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prompt: ChatPromptTemplate.fromMessages([
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['system', 'You are a weather assistant. Be as concise as possible.'],
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['placeholder', '{chat_history}'],
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['human', '{input}'],
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['placeholder', '{agent_scratchpad}']
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])
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})
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const agentExecutor = new AgentExecutor({
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agent,
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tools,
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verbose: true
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})
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const result = await agentExecutor.invoke({
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input: 'What is the weather in San Francisco?'
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})
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console.log(result.output)
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}
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await main()
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@ -28,9 +28,12 @@
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"@dexaai/dexter": "^2.0.3",
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"@genkit-ai/ai": "^0.5.2",
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"@genkit-ai/core": "^0.5.2",
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"@langchain/core": "^0.2.5",
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"@langchain/openai": "^0.1.1",
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"ai": "^3.1.22",
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"dotenv": "^16.4.5",
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"genkitx-openai": "^0.9.0",
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"langchain": "^0.2.4",
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"zod": "^3.23.3"
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}
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}
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@ -74,6 +74,7 @@
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"@dexaai/dexter": "^2.0.3",
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"@fisch0920/eslint-config": "^1.3.1",
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"@genkit-ai/ai": "^0.5.2",
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"@langchain/core": "^0.2.5",
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"@total-typescript/ts-reset": "^0.5.1",
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"@types/node": "^20.12.7",
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"ai": "^3.1.22",
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@ -96,12 +97,20 @@
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},
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"peerDependencies": {
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"@dexaai/dexter": "^2.0.3",
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"@genkit-ai/ai": "^0.5.2",
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"@langchain/core": "^0.2.5",
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"ai": "^3.1.22"
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},
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"peerDependenciesMeta": {
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"@dexaai/dexter": {
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"optional": true
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},
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"@genkit-ai/ai": {
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"optional": true
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},
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"@langchain/core": {
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"optional": true
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},
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"ai": {
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"optional": true
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}
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488
pnpm-lock.yaml
488
pnpm-lock.yaml
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@ -51,6 +51,9 @@ importers:
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'@genkit-ai/ai':
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specifier: ^0.5.2
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version: 0.5.2
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'@langchain/core':
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specifier: ^0.2.5
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version: 0.2.5(langchain@0.2.4(openai@4.47.3))(openai@4.47.3)
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'@total-typescript/ts-reset':
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specifier: ^0.5.1
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version: 0.5.1
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@ -123,6 +126,12 @@ importers:
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'@genkit-ai/core':
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specifier: ^0.5.2
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version: 0.5.2
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'@langchain/core':
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specifier: ^0.2.5
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version: 0.2.5(langchain@0.2.4(axios@1.7.2)(ignore@5.3.1)(openai@4.47.3))(openai@4.47.3)
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'@langchain/openai':
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specifier: ^0.1.1
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version: 0.1.1(langchain@0.2.4(axios@1.7.2)(ignore@5.3.1)(openai@4.47.3))
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ai:
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specifier: ^3.1.22
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version: 3.1.22(openai@4.47.3)(react@18.3.1)(solid-js@1.8.17)(svelte@4.2.17)(vue@3.4.27(typescript@5.4.5))(zod@3.23.8)
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@ -132,6 +141,9 @@ importers:
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genkitx-openai:
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specifier: ^0.9.0
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version: 0.9.0(@genkit-ai/ai@0.5.2)(@genkit-ai/core@0.5.2)
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langchain:
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specifier: ^0.2.4
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version: 0.2.4(axios@1.7.2)(ignore@5.3.1)(openai@4.47.3)
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zod:
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specifier: ^3.23.3
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version: 3.23.8
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@ -425,6 +437,18 @@ packages:
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'@js-sdsl/ordered-map@4.4.2':
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'@langchain/core@0.2.5':
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resolution: {integrity: sha512-tMaKRFVewFn8crQwlbXGjT7hlMdX1yXHap1ebBx7Bb2C3C9AeZ+sXbX11m27yamypNlVVegwUcisw3YCaDkZJA==}
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engines: {node: '>=18'}
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'@langchain/openai@0.1.1':
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engines: {node: '>=18'}
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'@langchain/textsplitters@0.0.2':
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engines: {node: '>=18'}
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engines: {node: '>= 0.4'}
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@ -800,9 +824,15 @@ packages:
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engines: {node: ^18.18.0 || >=20.0.0}
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@ -1153,6 +1183,9 @@ packages:
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binary-search@1.3.6:
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bl@4.1.0:
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@ -1359,6 +1392,10 @@ packages:
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engines: {node: '>= 0.8'}
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commander@10.0.1:
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engines: {node: '>=14'}
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commander@12.1.0:
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engines: {node: '>=18'}
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@ -1840,6 +1877,9 @@ packages:
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eventemitter3@5.0.1:
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@ -2259,6 +2299,9 @@ packages:
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is-any-array@2.0.1:
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engines: {node: '>= 0.4'}
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@ -2515,6 +2558,9 @@ packages:
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engines: {node: '>=10'}
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|
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js-tiktoken@1.0.12:
|
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js-tokens@4.0.0:
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engines: {node: ^18.0.0 || >=20.0.0}
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hasBin: true
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jsonpointer@5.0.1:
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||||
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||||
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||||
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hasBin: true
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@ -2586,6 +2636,179 @@ packages:
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engines: {node: '>=18'}
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||||
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|
||||
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|
||||
engines: {node: '>=18'}
|
||||
peerDependencies:
|
||||
'@aws-sdk/client-s3': ^3.310.0
|
||||
'@aws-sdk/client-sagemaker-runtime': ^3.310.0
|
||||
'@aws-sdk/client-sfn': ^3.310.0
|
||||
'@aws-sdk/credential-provider-node': ^3.388.0
|
||||
'@azure/storage-blob': ^12.15.0
|
||||
'@browserbasehq/sdk': '*'
|
||||
'@gomomento/sdk': ^1.51.1
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||||
'@gomomento/sdk-core': ^1.51.1
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||||
'@gomomento/sdk-web': ^1.51.1
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'@mendable/firecrawl-js': ^0.0.13
|
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'@notionhq/client': ^2.2.10
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'@pinecone-database/pinecone': '*'
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'@supabase/supabase-js': ^2.10.0
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'@vercel/kv': ^0.2.3
|
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'@xata.io/client': ^0.28.0
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apify-client: ^2.7.1
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assemblyai: ^4.0.0
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axios: '*'
|
||||
cheerio: ^1.0.0-rc.12
|
||||
chromadb: '*'
|
||||
convex: ^1.3.1
|
||||
couchbase: ^4.3.0
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||||
d3-dsv: ^2.0.0
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epub2: ^3.0.1
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||||
faiss-node: '*'
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fast-xml-parser: '*'
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||||
handlebars: ^4.7.8
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||||
html-to-text: ^9.0.5
|
||||
ignore: ^5.2.0
|
||||
ioredis: ^5.3.2
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||||
jsdom: '*'
|
||||
mammoth: ^1.6.0
|
||||
mongodb: '>=5.2.0'
|
||||
node-llama-cpp: '*'
|
||||
notion-to-md: ^3.1.0
|
||||
officeparser: ^4.0.4
|
||||
pdf-parse: 1.1.1
|
||||
peggy: ^3.0.2
|
||||
playwright: ^1.32.1
|
||||
puppeteer: ^19.7.2
|
||||
pyodide: ^0.24.1
|
||||
redis: ^4.6.4
|
||||
sonix-speech-recognition: ^2.1.1
|
||||
srt-parser-2: ^1.2.3
|
||||
typeorm: ^0.3.12
|
||||
weaviate-ts-client: '*'
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||||
buffer: 5.7.1
|
||||
|
|
@ -5500,6 +5855,8 @@ snapshots:
|
|||
dependencies:
|
||||
delayed-stream: 1.0.0
|
||||
|
||||
commander@10.0.1: {}
|
||||
|
||||
commander@12.1.0: {}
|
||||
|
||||
commander@4.1.1: {}
|
||||
|
|
@ -6091,6 +6448,8 @@ snapshots:
|
|||
|
||||
event-target-shim@5.0.1: {}
|
||||
|
||||
eventemitter3@4.0.7: {}
|
||||
|
||||
eventemitter3@5.0.1: {}
|
||||
|
||||
eventsource-parser@1.1.2: {}
|
||||
|
|
@ -6599,6 +6958,8 @@ snapshots:
|
|||
|
||||
ipaddr.js@1.9.1: {}
|
||||
|
||||
is-any-array@2.0.1: {}
|
||||
|
||||
is-array-buffer@3.0.4:
|
||||
dependencies:
|
||||
call-bind: 1.0.7
|
||||
|
|
@ -6805,6 +7166,10 @@ snapshots:
|
|||
|
||||
joycon@3.1.1: {}
|
||||
|
||||
js-tiktoken@1.0.12:
|
||||
dependencies:
|
||||
base64-js: 1.5.1
|
||||
|
||||
js-tokens@4.0.0: {}
|
||||
|
||||
js-yaml@4.1.0:
|
||||
|
|
@ -6841,6 +7206,8 @@ snapshots:
|
|||
chalk: 5.3.0
|
||||
diff-match-patch: 1.0.5
|
||||
|
||||
jsonpointer@5.0.1: {}
|
||||
|
||||
jsonrepair@3.8.0: {}
|
||||
|
||||
jsx-ast-utils@3.3.5:
|
||||
|
|
@ -6858,6 +7225,80 @@ snapshots:
|
|||
|
||||
ky@1.3.0: {}
|
||||
|
||||
langchain@0.2.4(axios@1.7.2)(ignore@5.3.1)(openai@4.47.3):
|
||||
dependencies:
|
||||
'@langchain/core': 0.2.5(langchain@0.2.4(axios@1.7.2)(ignore@5.3.1)(openai@4.47.3))(openai@4.47.3)
|
||||
'@langchain/openai': 0.1.1(langchain@0.2.4(axios@1.7.2)(ignore@5.3.1)(openai@4.47.3))
|
||||
'@langchain/textsplitters': 0.0.2(langchain@0.2.4(axios@1.7.2)(ignore@5.3.1)(openai@4.47.3))(openai@4.47.3)
|
||||
binary-extensions: 2.3.0
|
||||
js-tiktoken: 1.0.12
|
||||
js-yaml: 4.1.0
|
||||
jsonpointer: 5.0.1
|
||||
langchainhub: 0.0.11
|
||||
langsmith: 0.1.30(@langchain/core@0.2.5(langchain@0.2.4(axios@1.7.2)(ignore@5.3.1)(openai@4.47.3))(openai@4.47.3))(langchain@0.2.4(axios@1.7.2)(ignore@5.3.1)(openai@4.47.3))(openai@4.47.3)
|
||||
ml-distance: 4.0.1
|
||||
openapi-types: 12.1.3
|
||||
p-retry: 4.6.2
|
||||
uuid: 9.0.1
|
||||
yaml: 2.4.2
|
||||
zod: 3.23.8
|
||||
zod-to-json-schema: 3.23.0(zod@3.23.8)
|
||||
optionalDependencies:
|
||||
axios: 1.7.2
|
||||
ignore: 5.3.1
|
||||
transitivePeerDependencies:
|
||||
- encoding
|
||||
- openai
|
||||
|
||||
langchain@0.2.4(openai@4.47.3):
|
||||
dependencies:
|
||||
'@langchain/core': 0.2.5(langchain@0.2.4(openai@4.47.3))(openai@4.47.3)
|
||||
'@langchain/openai': 0.1.1(langchain@0.2.4(openai@4.47.3))
|
||||
'@langchain/textsplitters': 0.0.2(langchain@0.2.4(openai@4.47.3))(openai@4.47.3)
|
||||
binary-extensions: 2.3.0
|
||||
js-tiktoken: 1.0.12
|
||||
js-yaml: 4.1.0
|
||||
jsonpointer: 5.0.1
|
||||
langchainhub: 0.0.11
|
||||
langsmith: 0.1.30(@langchain/core@0.2.5(langchain@0.2.4(openai@4.47.3))(openai@4.47.3))(langchain@0.2.4(openai@4.47.3))(openai@4.47.3)
|
||||
ml-distance: 4.0.1
|
||||
openapi-types: 12.1.3
|
||||
p-retry: 4.6.2
|
||||
uuid: 9.0.1
|
||||
yaml: 2.4.2
|
||||
zod: 3.23.8
|
||||
zod-to-json-schema: 3.23.0(zod@3.23.8)
|
||||
transitivePeerDependencies:
|
||||
- encoding
|
||||
- openai
|
||||
optional: true
|
||||
|
||||
langchainhub@0.0.11: {}
|
||||
|
||||
langsmith@0.1.30(@langchain/core@0.2.5(langchain@0.2.4(axios@1.7.2)(ignore@5.3.1)(openai@4.47.3))(openai@4.47.3))(langchain@0.2.4(axios@1.7.2)(ignore@5.3.1)(openai@4.47.3))(openai@4.47.3):
|
||||
dependencies:
|
||||
'@types/uuid': 9.0.8
|
||||
commander: 10.0.1
|
||||
p-queue: 6.6.2
|
||||
p-retry: 4.6.2
|
||||
uuid: 9.0.1
|
||||
optionalDependencies:
|
||||
'@langchain/core': 0.2.5(langchain@0.2.4(axios@1.7.2)(ignore@5.3.1)(openai@4.47.3))(openai@4.47.3)
|
||||
langchain: 0.2.4(axios@1.7.2)(ignore@5.3.1)(openai@4.47.3)
|
||||
openai: 4.47.3
|
||||
|
||||
langsmith@0.1.30(@langchain/core@0.2.5(langchain@0.2.4(openai@4.47.3))(openai@4.47.3))(langchain@0.2.4(openai@4.47.3))(openai@4.47.3):
|
||||
dependencies:
|
||||
'@types/uuid': 9.0.8
|
||||
commander: 10.0.1
|
||||
p-queue: 6.6.2
|
||||
p-retry: 4.6.2
|
||||
uuid: 9.0.1
|
||||
optionalDependencies:
|
||||
'@langchain/core': 0.2.5(langchain@0.2.4(openai@4.47.3))(openai@4.47.3)
|
||||
langchain: 0.2.4(openai@4.47.3)
|
||||
openai: 4.47.3
|
||||
|
||||
language-subtag-registry@0.3.23: {}
|
||||
|
||||
language-tags@1.0.9:
|
||||
|
|
@ -7098,6 +7539,27 @@ snapshots:
|
|||
|
||||
minipass@7.1.2: {}
|
||||
|
||||
ml-array-mean@1.1.6:
|
||||
dependencies:
|
||||
ml-array-sum: 1.1.6
|
||||
|
||||
ml-array-sum@1.1.6:
|
||||
dependencies:
|
||||
is-any-array: 2.0.1
|
||||
|
||||
ml-distance-euclidean@2.0.0: {}
|
||||
|
||||
ml-distance@4.0.1:
|
||||
dependencies:
|
||||
ml-array-mean: 1.1.6
|
||||
ml-distance-euclidean: 2.0.0
|
||||
ml-tree-similarity: 1.0.0
|
||||
|
||||
ml-tree-similarity@1.0.0:
|
||||
dependencies:
|
||||
binary-search: 1.3.6
|
||||
num-sort: 2.1.0
|
||||
|
||||
module-details-from-path@1.0.3: {}
|
||||
|
||||
ms@2.0.0: {}
|
||||
|
|
@ -7106,6 +7568,8 @@ snapshots:
|
|||
|
||||
ms@2.1.3: {}
|
||||
|
||||
mustache@4.2.0: {}
|
||||
|
||||
mute-stream@0.0.7: {}
|
||||
|
||||
mute-stream@0.0.8: {}
|
||||
|
|
@ -7244,6 +7708,8 @@ snapshots:
|
|||
dependencies:
|
||||
path-key: 4.0.0
|
||||
|
||||
num-sort@2.1.0: {}
|
||||
|
||||
number-is-nan@1.0.1: {}
|
||||
|
||||
object-assign@4.1.1: {}
|
||||
|
|
@ -7342,6 +7808,8 @@ snapshots:
|
|||
transitivePeerDependencies:
|
||||
- encoding
|
||||
|
||||
openapi-types@12.1.3: {}
|
||||
|
||||
optionator@0.9.4:
|
||||
dependencies:
|
||||
deep-is: 0.1.4
|
||||
|
|
@ -7369,6 +7837,8 @@ snapshots:
|
|||
|
||||
p-cancelable@3.0.0: {}
|
||||
|
||||
p-finally@1.0.0: {}
|
||||
|
||||
p-limit@2.3.0:
|
||||
dependencies:
|
||||
p-try: 2.2.0
|
||||
|
|
@ -7402,8 +7872,22 @@ snapshots:
|
|||
mimic-fn: 4.0.0
|
||||
type-fest: 3.13.1
|
||||
|
||||
p-queue@6.6.2:
|
||||
dependencies:
|
||||
eventemitter3: 4.0.7
|
||||
p-timeout: 3.2.0
|
||||
|
||||
p-retry@4.6.2:
|
||||
dependencies:
|
||||
'@types/retry': 0.12.0
|
||||
retry: 0.13.1
|
||||
|
||||
p-throttle@6.1.0: {}
|
||||
|
||||
p-timeout@3.2.0:
|
||||
dependencies:
|
||||
p-finally: 1.0.0
|
||||
|
||||
p-timeout@6.1.2: {}
|
||||
|
||||
p-try@2.2.0: {}
|
||||
|
|
@ -7736,6 +8220,8 @@ snapshots:
|
|||
onetime: 6.0.0
|
||||
signal-exit: 4.1.0
|
||||
|
||||
retry@0.13.1: {}
|
||||
|
||||
reusify@1.0.4: {}
|
||||
|
||||
rfdc@1.3.1: {}
|
||||
|
|
@ -8361,6 +8847,8 @@ snapshots:
|
|||
|
||||
utils-merge@1.0.1: {}
|
||||
|
||||
uuid@9.0.1: {}
|
||||
|
||||
v8-compile-cache-lib@3.0.1: {}
|
||||
|
||||
validate-npm-package-license@3.0.4:
|
||||
|
|
|
|||
12
readme.md
12
readme.md
|
|
@ -35,6 +35,13 @@
|
|||
- weatherapi
|
||||
- wikipedia
|
||||
|
||||
## SDKs
|
||||
|
||||
- vercel ai sdk
|
||||
- dexa dexter
|
||||
- firebase genkit
|
||||
- langchain
|
||||
|
||||
## TODO
|
||||
|
||||
- core
|
||||
|
|
@ -45,16 +52,13 @@
|
|||
- agentic
|
||||
- walter
|
||||
- sdks
|
||||
- ai sdk
|
||||
- dexter
|
||||
- genkit
|
||||
- langchain
|
||||
- instructor-js
|
||||
- services
|
||||
- wolfram alpha
|
||||
- midjourney
|
||||
- unstructured
|
||||
- pull from [langchain](https://github.com/langchain-ai/langchainjs/tree/main/langchain)
|
||||
- provide a converter for langchain `DynamicStructuredTool`
|
||||
- pull from other libs
|
||||
- pull from [nango](https://docs.nango.dev/integrations/overview)
|
||||
|
||||
|
|
|
|||
|
|
@ -7,7 +7,7 @@ import { AIToolsProvider } from '../fns.js'
|
|||
* Converts a set of Agentic stdlib AI functions to an object compatible with
|
||||
* the Vercel AI SDK's `tools` parameter.
|
||||
*/
|
||||
export function tools(tools: AIToolsProvider | AIFunctionSet) {
|
||||
export function createAISDKTools(tools: AIToolsProvider | AIFunctionSet) {
|
||||
const fns = tools instanceof AIToolsProvider ? tools.functions : tools
|
||||
|
||||
return Object.fromEntries(
|
||||
|
|
|
|||
|
|
@ -7,7 +7,7 @@ import { AIToolsProvider } from '../fns.js'
|
|||
* Converts a set of Agentic stdlib AI functions to an array of Dexter-
|
||||
* compatible AI functions.
|
||||
*/
|
||||
export function functions(input: AIToolsProvider | AIFunctionSet) {
|
||||
export function createDexterFunctions(input: AIToolsProvider | AIFunctionSet) {
|
||||
const fns = input instanceof AIToolsProvider ? input.functions : input
|
||||
|
||||
return fns.map((fn) =>
|
||||
|
|
|
|||
|
|
@ -8,7 +8,7 @@ import { AIToolsProvider } from '../fns.js'
|
|||
* Converts a set of Agentic stdlib AI functions to an array of Genkit-
|
||||
* compatible tools.
|
||||
*/
|
||||
export function tools(input: AIToolsProvider | AIFunctionSet) {
|
||||
export function createGenkitTools(input: AIToolsProvider | AIFunctionSet) {
|
||||
const fns = input instanceof AIToolsProvider ? input.functions : input
|
||||
|
||||
return fns.map((fn) =>
|
||||
|
|
|
|||
|
|
@ -0,0 +1,27 @@
|
|||
import { DynamicStructuredTool } from '@langchain/core/tools'
|
||||
|
||||
import type { AIFunctionSet } from '../ai-function-set.js'
|
||||
import { AIToolsProvider } from '../fns.js'
|
||||
import { stringifyForModel } from '../stringify-for-model.js'
|
||||
|
||||
/**
|
||||
* Converts a set of Agentic stdlib AI functions to an array of LangChain-
|
||||
* compatible tools.
|
||||
*/
|
||||
export function createLangChainTools(input: AIToolsProvider | AIFunctionSet) {
|
||||
const fns = input instanceof AIToolsProvider ? input.functions : input
|
||||
|
||||
return fns.map(
|
||||
(fn) =>
|
||||
new DynamicStructuredTool({
|
||||
name: fn.spec.name,
|
||||
description: fn.spec.description,
|
||||
schema: fn.inputSchema,
|
||||
func: async (input) => {
|
||||
const result = await Promise.resolve(fn.impl(input))
|
||||
// LangChain tools require the output to be a string
|
||||
return stringifyForModel(result)
|
||||
}
|
||||
})
|
||||
)
|
||||
}
|
||||
Ładowanie…
Reference in New Issue