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Unable to pass message history with tool use to anthropic models #5385
Comments
Hello @ronneldavis, I'm Dosu, a bot here to help you solve bugs, answer questions, and guide you on becoming a contributor to LangChain JS. While you're waiting for a human maintainer, I'm here to provide assistance. Let's take a closer look at the issue you're facing with passing message history to anthropic models, and I'll get back to you with a thorough response shortly. |
hey @ronneldavis could you send just your |
The versions of
For the most accurate versions, please check your
|
@bracesproul These are the versions I'm using: "langchain": "^0.1.37", |
langchainjs/libs/langchain-anthropic/src/chat_models.ts Lines 272 to 307 in a41216e
This is because langchainjs/libs/langchain-anthropic/src/chat_models.ts Lines 344 to 362 in a41216e
Additionally, the latest version of |
Awesome that worked, thanks! |
Checked other resources
Example Code
Error Message and Stack Trace (if applicable)
Description
I am trying to use langchain for tool use. I save the previous run data to a database so that it can be used for future sessions. The code I have used works perfectly with openai models, however switching to anthropic fails everytime.
When creating a session for the first time and running it, it works fine, calls the tool and get the output. However with subsequent runs, I believe there is an issue when passing the history to the models, specifically when constructing an
AIMessage()
or aToolMessage()
and I am unable to find any documentation referring to any differences in arguments to pass for OpenAI vs Anthropic models.System Info
yarn info langchain
yarn info v1.22.19
{
time: {
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],
maintainers: [
{
name: 'nfcampos',
email: 'nuno@boringbits.io'
},
{
name: 'jacoblee93',
email: 'jacoblee93@gmail.com'
},
{
name: 'andrewnguonly',
email: 'andrewnguonly@gmail.com'
},
{
name: 'davidduong',
email: 'david@duong.cz'
},
{
name: 'hwchase17',
email: 'hw.chase.17@gmail.com'
},
{
name: 'basproul',
email: 'braceasproul@gmail.com'
}
],
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://git@github.com/langchain-ai/langchainjs.git'
},
homepage: 'https://github.com/langchain-ai/langchainjs/tree/main/langchain/',
bugs: {
url: 'https://github.com/langchain-ai/langchainjs/issues'
},
version: '0.1.37',
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 --filter=@langchain/textsplitters --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: {
'@aws-sdk/client-s3': '^3.310.0',
'@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',
'@browserbasehq/sdk': '^1.0.0',
'@cloudflare/workers-types': '^4.20230922.0',
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'@gomomento/sdk': '^1.51.1',
'@gomomento/sdk-core': '^1.51.1',
'@google-ai/generativelanguage': '^0.2.1',
'@google-cloud/storage': '^7.7.0',
'@jest/globals': '^29.5.0',
'@langchain/scripts': '~0.0',
'@mendable/firecrawl-js': '^0.0.13',
'@notionhq/client': '^2.2.10',
'@pinecone-database/pinecone': '^1.1.0',
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'@swc/jest': '^0.2.29',
'@tsconfig/recommended': '^1.0.2',
'@types/d3-dsv': '^2',
'@types/decamelize': '^1.2.0',
'@types/handlebars': '^4.1.0',
'@types/html-to-text': '^9',
'@types/js-yaml': '^4',
'@types/jsdom': '^21.1.1',
'@types/pdf-parse': '^1.1.1',
'@types/uuid': '^9',
'@types/ws': '^8',
'@typescript-eslint/eslint-plugin': '^5.58.0',
'@typescript-eslint/parser': '^5.58.0',
'@vercel/kv': '^0.2.3',
'@xata.io/client': '^0.28.0',
'apify-client': '^2.7.1',
assemblyai: '^4.0.0',
axios: '^0.26.0',
cheerio: '^1.0.0-rc.12',
chromadb: '^1.5.3',
convex: '^1.3.1',
couchbase: '^4.3.0',
'd3-dsv': '^2.0.0',
dotenv: '^16.0.3',
dpdm: '^3.12.0',
epub2: '^3.0.1',
eslint: '^8.33.0',
'eslint-config-airbnb-base': '^15.0.0',
'eslint-config-prettier': '^8.6.0',
'eslint-plugin-import': '^2.27.5',
'eslint-plugin-jest': '^27.6.0',
'eslint-plugin-no-instanceof': '^1.0.1',
'eslint-plugin-prettier': '^4.2.1',
'fast-xml-parser': '^4.2.7',
'google-auth-library': '^8.9.0',
handlebars: '^4.7.8',
'html-to-text': '^9.0.5',
ignore: '^5.2.0',
ioredis: '^5.3.2',
jest: '^29.5.0',
'jest-environment-node': '^29.6.4',
jsdom: '^22.1.0',
mammoth: '^1.5.1',
mongodb: '^5.2.0',
'node-llama-cpp': '2.7.3',
'notion-to-md': '^3.1.0',
officeparser: '^4.0.4',
openai: '^4.32.1',
'pdf-parse': '1.1.1',
peggy: '^3.0.2',
playwright: '^1.32.1',
prettier: '^2.8.3',
puppeteer: '^19.7.2',
pyodide: '^0.24.1',
redis: '^4.6.6',
'release-it': '^15.10.1',
rimraf: '^5.0.1',
rollup: '^3.19.1',
'sonix-speech-recognition': '^2.1.1',
'srt-parser-2': '^1.2.3',
'ts-jest': '^29.1.0',
typeorm: '^0.3.12',
typescript: '~5.1.6',
'weaviate-ts-client': '^2.0.0',
'web-auth-library': '^1.0.3',
wikipedia: '^2.1.2',
'youtube-transcript': '^1.0.6',
'youtubei.js': '^9.1.0'
},
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',
'@gomomento/sdk-core': '^1.51.1',
'@gomomento/sdk-web': '^1.51.1',
'@google-ai/generativelanguage': '^0.2.1',
'@google-cloud/storage': '^6.10.1 || ^7.7.0',
'@mendable/firecrawl-js': '^0.0.13',
'@notionhq/client': '^2.2.10',
'@pinecone-database/pinecone': '',
'@supabase/supabase-js': '^2.10.0',
'@vercel/kv': '^0.2.3',
'@xata.io/client': '^0.28.0',
'apify-client': '^2.7.1',
assemblyai: '^4.0.0',
axios: '',
cheerio: '^1.0.0-rc.12',
chromadb: '',
convex: '^1.3.1',
couchbase: '^4.3.0',
'd3-dsv': '^2.0.0',
epub2: '^3.0.1',
'fast-xml-parser': '',
'google-auth-library': '^8.9.0',
handlebars: '^4.7.8',
'html-to-text': '^9.0.5',
ignore: '^5.2.0',
ioredis: '^5.3.2',
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': '*',
'web-auth-library': '^1.0.3',
ws: '^8.14.2',
'youtube-transcript': '^1.0.6',
'youtubei.js': '^9.1.0'
}
}
Platform: linux alpine in docker
Node version: 20.11.1
Yarn version: 1.22.19
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