How can I use configurable on ChatOpenAI model
#5168
Replies: 1 comment 5 replies
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To dynamically set the temperature of the import { ChatOpenAI } from "@langchain/openai";
async function setDynamicTemperature() {
const model = new ChatOpenAI({
temperature: 0.7, // Set the temperature dynamically here
apiKey: "YOUR-API-KEY", // In Node.js defaults to process.env.OPENAI_API_KEY
});
const response = await model.invoke([
{ type: "human", content: "Question: What would be a good company name for a company that makes colorful socks?" }
]);
console.log(response);
}
setDynamicTemperature();In this example, the If you encounter any issues or have specific errors when trying to use the For further details, you might want to explore the LangChain JS repository, especially the config.ts file for implementation specifics related to configuration handling.
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@dosu I can't do it because I'm using a single instance of the |
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To dynamically adjust the temperature for a single instance of // Assuming `model` is your existing ChatOpenAI instance
const updatedModel = model.bind({
temperature: 0.7, // Set the new temperature
// Include any other configurations you wish to update
});This approach returns a new instance based on the original but with the updated configurations, allowing you to maintain different settings as needed without affecting the original instance. It's efficient for frequent adjustments and avoids the overhead associated with creating new instances for each change. For further details, you might want to explore the LangChain JS repository, particularly the examples and class definitions related to
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@dosu this doesn't work. I'm getting this typescript error when doing it: |
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It appears the TypeScript error you're encountering is because the To dynamically adjust the class CustomChatOpenAI extends ChatOpenAI {
updateTemperature(newTemperature: number) {
this.temperature = newTemperature;
}
}
// Usage
const model = new CustomChatOpenAI({
temperature: 0.9,
model: "your-model-name",
});
// Dynamically update the temperature
model.updateTemperature(0.7);This approach allows you to modify the For more detailed guidance, consider referring to the LangChain JS source code and the example usage provided in the repository.
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Seriously? No cleaner interface to change these parameters on invoke? I have a single instance of ChatOpenAI as well (NestJS). |
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Checked other resources
Commit to Help
Example Code
Description
Hello,
I'm currently trying to use configurable with Langchain JS, but I couldn't find any documentation on the JS doc about how to use it.
My need is: I'm using the same instance of
ChatOpenAIand I looking to set the temperature of the model with configurable instead of explicitly setting it usingmodel.temperature = 0.There is some doc for the Python packages here but I can't find any information for the JS package.
Anyone knows how to do it ?
System Info
yarn info v1.22.21
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],
maintainers: [
{
name: 'nfcampos',
email: '[email protected]'
},
{
name: 'jacoblee93',
email: '[email protected]'
},
{
name: 'andrewnguonly',
email: '[email protected]'
},
{
name: 'davidduong',
email: '[email protected]'
},
{
name: 'hwchase17',
email: '[email protected]'
},
{
name: 'basproul',
email: '[email protected]'
}
],
description: 'Typescript bindings for langchain',
author: {
name: 'LangChain'
},
license: 'MIT',
readmeFilename: 'README.md',
keywords: [
'llm',
'ai',
'gpt3',
'chain',
'prompt',
'prompt engineering',
'chatgpt',
'machine learning',
'ml',
'openai',
'embeddings',
'vectorstores'
],
repository: {
type: 'git',
url: 'git+ssh://[email protected]/langchain-ai/langchainjs.git'
},
homepage: 'https://github.com/langchain-ai/langchainjs/tree/main/langchain/',
bugs: {
url: 'https://github.com/langchain-ai/langchainjs/issues'
},
version: '0.1.34',
type: 'module',
engines: {
node: '>=18'
},
main: './index.js',
types: './index.d.ts',
scripts: {
build: 'yarn run build:deps && yarn clean && yarn build:esm && yarn build:cjs && yarn build:scripts',
'build:deps': 'yarn run turbo:command build --filter=@langchain/openai --filter=@langchain/community --concurrency=1',
'build:esm': 'NODE_OPTIONS=--max-old-space-size=4096 tsc --outDir dist/ && rimraf dist/tests dist//tests',
'build:cjs': 'NODE_OPTIONS=--max-old-space-size=4096 tsc --outDir dist-cjs/ -p tsconfig.cjs.json && yarn move-cjs-to-dist && rimraf dist-cjs',
'build:watch': 'yarn create-entrypoints && tsc --outDir dist/ --watch',
'build:scripts': 'yarn create-entrypoints && yarn check-tree-shaking',
'lint:eslint': 'NODE_OPTIONS=--max-old-space-size=4096 eslint --cache --ext .ts,.js src/',
'lint:dpdm': 'dpdm --exit-code circular:1 --no-warning --no-tree src/*.ts src//.ts',
lint: 'yarn lint:eslint && yarn lint:dpdm',
'lint:fix': 'yarn lint:eslint --fix && yarn lint:dpdm',
precommit: 'lint-staged',
clean: 'rimraf .turbo/ dist/ && NODE_OPTIONS=--max-old-space-size=4096 yarn lc-build --config ./langchain.config.js --create-entrypoints --pre --gen-maps',
prepack: 'yarn build',
release: 'release-it --only-version --config .release-it.json',
test: 'yarn run build:deps && NODE_OPTIONS=--experimental-vm-modules jest --testPathIgnorePatterns=\.int\.test.ts --testTimeout 30000 --maxWorkers=50%',
'test:watch': 'yarn run build:deps && NODE_OPTIONS=--experimental-vm-modules jest --watch --testPathIgnorePatterns=\.int\.test.ts',
'test:integration': 'yarn run build:deps && NODE_OPTIONS=--experimental-vm-modules jest --testPathPattern=\.int\.test.ts --testTimeout 100000 --maxWorkers=50%',
'test:single': 'yarn run build:deps && NODE_OPTIONS=--experimental-vm-modules yarn run jest --config jest.config.cjs --testTimeout 100000',
format: 'prettier --config .prettierrc --write "src"',
'format:check': 'prettier --config .prettierrc --check "src"',
'move-cjs-to-dist': 'yarn lc-build --config ./langchain.config.js --move-cjs-dist',
'create-entrypoints': 'yarn lc-build --config ./langchain.config.js --create-entrypoints',
'check-tree-shaking': 'yarn lc-build --config ./langchain.config.js --tree-shaking'
},
devDependencies: {
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'@aws-sdk/client-sagemaker-runtime': '^3.414.0',
'@aws-sdk/client-sfn': '^3.362.0',
'@aws-sdk/credential-provider-node': '^3.388.0',
'@aws-sdk/types': '^3.357.0',
'@azure/storage-blob': '^12.15.0',
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ignore: '^5.2.0',
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officeparser: '^4.0.4',
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peggy: '^3.0.2',
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pyodide: '^0.24.1',
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'release-it': '^15.10.1',
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typeorm: '^0.3.12',
typescript: '~5.1.6',
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'web-auth-library': '^1.0.3',
wikipedia: '^2.1.2',
'youtube-transcript': '^1.0.6',
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peerDependencies: {
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cheerio: '^1.0.0-rc.12',
chromadb: '',
convex: '^1.3.1',
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'fast-xml-parser': '',
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handlebars: '^4.7.8',
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ignore: '^5.2.0',
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mammoth: '^1.6.0',
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officeparser: '^4.0.4',
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typeorm: '^0.3.12',
'weaviate-ts-client': '',
'web-auth-library': '^1.0.3',
ws: '^8.14.2',
'youtube-transcript': '^1.0.6',
'youtubei.js': '^9.1.0'
},
peerDependenciesMeta: {
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optional: true
},
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optional: true
},
'@aws-sdk/client-sfn': {
optional: true
},
'@aws-sdk/credential-provider-node': {
optional: true
},
'@azure/storage-blob': {
optional: true
},
'@gomomento/sdk': {
optional: true
},
'@gomomento/sdk-core': {
optional: true
},
'@gomomento/sdk-web': {
optional: true
},
'@google-ai/generativelanguage': {
optional: true
},
'@google-cloud/storage': {
optional: true
},
'@notionhq/client': {
optional: true
},
'@pinecone-database/pinecone': {
optional: true
},
'@supabase/supabase-js': {
optional: true
},
'@vercel/kv': {
optional: true
},
'@xata.io/client': {
optional: true
},
'apify-client': {
optional: true
},
assemblyai: {
optional: true
},
axios: {
optional: true
},
cheerio: {
optional: true
},
chromadb: {
optional: true
},
convex: {
optional: true
},
couchbase: {
optional: true
},
'd3-dsv': {
optional: true
},
epub2: {
optional: true
},
'faiss-node': {
optional: true
},
'fast-xml-parser': {
optional: true
},
'google-auth-library': {
optional: true
},
handlebars: {
optional: true
},
'html-to-text': {
optional: true
},
ignore: {
optional: true
},
ioredis: {
optional: true
},
jsdom: {
optional: true
},
mammoth: {
optional: true
},
mongodb: {
optional: true
},
'node-llama-cpp': {
optional: true
},
'notion-to-md': {
optional: true
},
officeparser: {
optional: true
},
'pdf-parse': {
optional: true
},
peggy: {
optional: true
},
playwright: {
optional: true
},
puppeteer: {
optional: true
},
pyodide: {
optional: true
},
redis: {
optional: true
},
'sonix-speech-recognition': {
optional: true
},
'srt-parser-2': {
optional: true
},
typeorm: {
optional: true
},
'weaviate-ts-client': {
optional: true
},
'web-auth-library': {
optional: true
},
ws: {
optional: true
},
'youtube-transcript': {
optional: true
},
'youtubei.js': {
optional: true
}
},
dependencies: {
'@anthropic-ai/sdk': '^0.9.1',
'@langchain/community': '~0.0.47',
'@langchain/core': '~0.1.56',
'@langchain/openai': '~0.0.28',
'binary-extensions': '^2.2.0',
'js-tiktoken': '^1.0.7',
'js-yaml': '^4.1.0',
jsonpointer: '^5.0.1',
langchainhub: '~0.0.8',
langsmith: '~0.1.7',
'ml-distance': '^4.0.0',
'openapi-types': '^12.1.3',
'p-retry': '4',
uuid: '^9.0.0',
yaml: '^2.2.1',
zod: '^3.22.4',
'zod-to-json-schema': '^3.22.3'
},
publishConfig: {
access: 'public'
},
exports: {
'./load': {
types: {
import: './load.d.ts',
require: './load.d.cts',
default: './load.d.ts'
},
import: './load.js',
require: './load.cjs'
},
'./load/serializable': {
types: {
import: './load/serializable.d.ts',
require: './load/serializable.d.cts',
default: './load/serializable.d.ts'
},
import: './load/serializable.js',
require: './load/serializable.cjs'
},
'./agents': {
types: {
import: './agents.d.ts',
require: './agents.d.cts',
default: './agents.d.ts'
},
import: './agents.js',
require: './agents.cjs'
},
'./agents/load': {
types: {
import: './agents/load.d.ts',
require: './agents/load.d.cts',
default: './agents/load.d.ts'
},
import: './agents/load.js',
require: './agents/load.cjs'
},
'./agents/toolkits': {
types: {
import: './agents/toolkits.d.ts',
require: './agents/toolkits.d.cts',
default: './agents/toolkits.d.ts'
},
import: './agents/toolkits.js',
require: './agents/toolkits.cjs'
},
'./agents/toolkits/aws_sfn': {
types: {
import: './agents/toolkits/aws_sfn.d.ts',
require: './agents/toolkits/aws_sfn.d.cts',
default: './agents/toolkits/aws_sfn.d.ts'
},
import: './agents/toolkits/aws_sfn.js',
require: './agents/toolkits/aws_sfn.cjs'
},
'./agents/toolkits/connery': {
types: {
import: './agents/toolkits/connery.d.ts',
require: './agents/toolkits/connery.d.cts',
default: './agents/toolkits/connery.d.ts'
},
import: './agents/toolkits/connery.js',
require: './agents/toolkits/connery.cjs'
},
'./agents/toolkits/sql': {
types: {
import: './agents/toolkits/sql.d.ts',
require: './agents/toolkits/sql.d.cts',
default: './agents/toolkits/sql.d.ts'
},
import: './agents/toolkits/sql.js',
require: './agents/toolkits/sql.cjs'
},
'./agents/format_scratchpad': {
types: {
import: './agents/format_scratchpad.d.ts',
require: './agents/format_scratchpad.d.cts',
default: './agents/format_scratchpad.d.ts'
},
import: './agents/format_scratchpad.js',
require: './agents/format_scratchpad.cjs'
},
'./agents/format_scratchpad/openai_tools': {
types: {
import: './agents/format_scratchpad/openai_tools.d.ts',
require: './agents/format_scratchpad/openai_tools.d.cts',
default: './agents/format_scratchpad/openai_tools.d.ts'
},
import: './agents/format_scratchpad/openai_tools.js',
require: './agents/format_scratchpad/openai_tools.cjs'
},
'./agents/format_scratchpad/log': {
types: {
import: './agents/format_scratchpad/log.d.ts',
require: './agents/format_scratchpad/log.d.cts',
default: './agents/format_scratchpad/log.d.ts'
},
import: './agents/format_scratchpad/log.js',
require: './agents/format_scratchpad/log.cjs'
},
'./agents/format_scratchpad/xml': {
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import: './agents/format_scratchpad/xml.d.ts',
require: './agents/format_scratchpad/xml.d.cts',
default: './agents/format_scratchpad/xml.d.ts'
},
import: './agents/format_scratchpad/xml.js',
require: './agents/format_scratchpad/xml.cjs'
},
'./agents/format_scratchpad/log_to_message': {
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