Typing issue with langchain, @langchain/core, and @langchain/openai

AumeshMisra commented 3 weeks ago

Checked other resources

[X] I added a very descriptive title to this issue.
[X] I searched the LangChain.js documentation with the integrated search.
[X] I used the GitHub search to find a similar question and didn't find it.
[X] I am sure that this is a bug in LangChain.js rather than my code.
[X] The bug is not resolved by updating to the latest stable version of LangChain (or the specific integration package).

Example Code

const prompt = PromptTemplate.fromTemplate(myPrompt); const model = new AzureOpenAI({ modelName: "gpt-4o", temperature: 0.0, });

const combineDocsChain = await createStuffDocumentsChain({
  llm: model,
  prompt,
});

const chain = await createRetrievalChain({
  retriever,
  combineDocsChain,
});

Error Message and Stack Trace (if applicable)

No response

Description

I am trying to use createStuffDocumentsChain but it's unable to resolve types.

For the llm param, I get:

Type 'AzureOpenAI' is not assignable to type 'LanguageModelLike'.
  Property 'lc_runnable' is protected but type 'Runnable<RunInput, RunOutput, CallOptions>' is not a class derived from 'Runnable<RunInput, RunOutput, CallOptions>'.

for the prompt param, I get: The expected type comes from property 'prompt' which is declared here on type '{ llm: LanguageModelLike; prompt: BasePromptTemplate<any, BasePromptValueInterface, any>; outputParser?: BaseOutputParser<...> | undefined; documentPrompt?: BasePromptTemplate<...> | undefined; documentSeparator?: string | undefined; }'

This was fine when I had: "@langchain/community": "^0.2.4", "@langchain/core": "^0.2.2", "@langchain/openai": "^0.0.34",

But now there's an error when I have: "@langchain/community": "^0.2.4", "@langchain/core": "^0.2.6", "@langchain/openai": "^0.1.2",

I even made sure to add: "langchain": "^0.2.5", but I'm still getting issues there.

System Info

"@langchain/core": "^0.2.6", "@langchain/openai": "^0.1.2", "@langchain/pinecone": "0.0.6", "@pinecone-database/pinecone": "^2.2.2", "@prisma/client": "^5.14.0", "axios": "^1.6.8", "body-parser": "^1.20.2", "cors": "^2.8.5", "dotenv": "^16.4.5", "express": "^4.19.2", "langchain": "^0.2.5",

dosubot[bot] commented 3 weeks ago

The issue you're encountering with type mismatches in createStuffDocumentsChain is likely due to changes in the LangChain.js framework versions. Here are some steps to resolve the issue:

Ensure Compatibility: Verify that all LangChain.js packages are compatible with each other. The versions you mentioned might have introduced breaking changes. Try aligning the versions more closely to the ones that worked previously:
```
"@langchain/community": "^0.2.4",
"@langchain/core": "^0.2.2",
"@langchain/openai": "^0.0.34",
"langchain": "^0.2.5"
```

Type Assertion: If you are confident that the types are compatible at runtime, you can use type assertions to bypass TypeScript's static checks:

const model = new AzureOpenAI({
 modelName: "gpt-4o",
 temperature: 0.0,
}) as unknown as LanguageModelLike;

const prompt = PromptTemplate.fromTemplate(myPrompt) as unknown as BasePromptTemplate<any, BasePromptValueInterface, any>;

Check for Missing Properties: Ensure that AzureOpenAI and PromptTemplate include all properties and methods expected by LanguageModelLike and BasePromptTemplate, respectively. If there are any missing, you might need to implement or extend them.
Review Documentation: Check the latest documentation for any changes in the expected types or new requirements introduced in the newer versions of the packages.

If these steps do not resolve the issue, consider downgrading to the versions that worked previously until a more permanent fix is available.

For more details on similar issues, you can refer to the discussions and issues in the LangChain.js repository:

To continue talking to Dosu, mention @dosu.

jacoblee93 commented 3 weeks ago

Hey @AumeshMisra, sorry you're running into this - can you try setting your resolutions field like this to ensure that only one version of @langchain/core is present?

https://js.langchain.com/v0.2/docs/how_to/installation/#installing-integration-packages

CC @bracesproul

ik4Rus commented 1 week ago

Hi, I run into an issue, that might be related. I am following this tutorial here:

    const examplePrompt = ChatPromptTemplate.fromMessages([
      ['human', '{input}'],
      ['ai', '{output}'],
    ]);

    const fewShotPrompt = new FewShotChatMessagePromptTemplate({
      examplePrompt,
      examples: examplesFewShot,
      inputVariables: [],
    });

    const finalPrompt = ChatPromptTemplate.fromMessages([
      ['system', systemTemplateTaskClassificationFewShot],
      fewShotPrompt,
      ['human', '{input}'],
    ]);

My package.json looks like this:

 "dependencies": {
    "langchain": "^0.2.7",
    "@langchain/azure-openai": "^0.0.11",
  },
  ...,
  "resolutions": {
    "@langchain/core": "0.2.09"
  }

I get the following TS error for using FewShotChatMessagePromptTemplate in ChatPromptTemplate.fromMessages:

Type 'FewShotChatMessagePromptTemplate<any, any>' is not assignable to type 'ChatPromptTemplate<InputValues, string> | BaseMessagePromptTemplateLike'.
  Type 'FewShotChatMessagePromptTemplate<any, any>' is missing the following properties from type 'ChatPromptTemplate<InputValues, string>': promptMessages, _parseImagePromptsts(2322)

I would be very grateful for any input. I don't see where the usage is different from the tutorial.

Thank you very much!

jacoblee93 commented 1 week ago

@ik4Rus can you try without the 0 in front of 9 for resolutions?

So:

  "resolutions": {
    "@langchain/core": "0.2.9"
  }

langchain-ai / langchainjs