Endpoint issue with Gemini Pro 1.5 and Gemini Flash Support

[stuntnmore]

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

the version should be able to be set from configuration, right now google apis have 2 versions, one called v1, and another called v1beta, the difference is on v1 some of the newest gemini models dont exist on it but on v1beta it does, so being able to set this would allow for more model support of newer generation gemini releases

Error Message and Stack Trace (if applicable)

No response

Description

add the ability to set the google generative api version through config and if not set then default back to v1

System Info

langchain + google community libs

[stuntnmore]

specifically around this area https://github.com/langchain-ai/langchainjs/blob/main/libs/langchain-google-common/src/connection.ts#L135

[jeasonnow]

https://github.com/langchain-ai/langchainjs/blob/6dacb4d3b39f1d52e6597bd11e5093146c02329d/libs/langchain-google-common/src/connection.ts#L149

It seems that if you use fields.apiVersion, it will take effect. Would you like to try? @stuntnmore

[afirstenberg]

If you're using any of the packages that use google-common (ie - @langchain/google-gauth, @langchain/google-webauth, @langchain/google-vertexai, or @langchain/google-vertexai-web) you should be able to include apiVersion as a configuration parameter. So something like this should work:

const model = new ChatGoogle({
  modelName: "gemini-1.5-flash-latest",
  apiVersion: "v1beta",
  platformType: "gai",
});

[yharaskrik]

Anyone have a working configuration using an API key? I tried what @afirstenberg suggested (although not with gai) but that did not work, I get

 [GoogleGenerativeAI Error]: Error fetching from https://generativeai.googleapis.com/v1/models/gemini-1.5-flash-latest:generateContent: [404 Not Found]

config:

    apiKey: process.env['API_KEY'],
    modelName: 'gemini-1.5-flash-latest',
    apiVersion: 'v1beta',

[afirstenberg]

@yharaskrik - which package are you using?

What I described works for the packages I specified. If you're using @langchain/google-genai (which it kinda looks like you are), you shouldn't need to set apiVersion, you just need to update to the latest version of the package.

[yharaskrik]

@yharaskrik - which package are you using?

What I described works for the packages I specified. If you're using @langchain/google-genai (which it kinda looks like you are), you shouldn't need to set apiVersion, you just need to update to the latest version of the package.

Ya that's the one I'm using. I think I'm on the latest (since I just installed it today). I'll do some more debugging when I get home.

[stuntnmore]

Just checked up langchain-google-genai and doesnt seem like theres a api version field there and just uses the constructor default of v1 https://github.com/langchain-ai/langchainjs/blob/6dacb4d3b39f1d52e6597bd11e5093146c02329d/libs/langchain-google-genai/src/chat_models.ts#L280

the fix is probably just adding

fields?.apiVersion?? this.apiVersion

[stuntnmore]

opened a pr with change but probably needs more testing to see if its all okay https://github.com/langchain-ai/langchainjs/pull/5480

Just checked up langchain-google-genai and doesnt seem like theres a api version field there and just uses the constructor default of v1

https://github.com/langchain-ai/langchainjs/blob/6dacb4d3b39f1d52e6597bd11e5093146c02329d/libs/langchain-google-genai/src/chat_models.ts#L280

the fix is probably just adding

fields?.apiVersion?? this.apiVersion

[afirstenberg]

This should already be in place: https://github.com/langchain-ai/langchainjs/pull/5115 - Which used the new library that defaults to v1beta https://github.com/langchain-ai/langchainjs/pull/5426 - Which added apiVersion

[afirstenberg]

@bracesproul - Did we get a regression somewhere?

[yharaskrik]

Looks like was a regression it seems and a URL is wrong. This is working for me (obviously its a hack, I will see if I can open a PR with the real fix)

const baseUrl = 'https://generativelanguage.googleapis.com';
const version = 'v1beta';
const genAi = new ChatGoogleGenerativeAI({
    model: 'gemini-1.5-flash-latest',
    apiKey: process.env.GEMINI_KEY,
    apiVersion: version,
    maxRetries: 0,
    baseUrl,
});

(genAi as any).client.requestOptions.apiVersion = version;
(genAi as any).client.requestOptions.baseUrl = baseUrl;
(genAi as any).apiVersion = version;
(genAi as any).baseUrl = baseUrl;

[bracesproul]

This should be fixed by #5490 (@langchain/google-genai v0.0.15)

Please ping if you're still experiencing this issue