---
source_url: "https://docs.langchain.com/oss/python/integrations/providers/google?utm_source=openai"
title: Google integrations - Docs by LangChain
mirrored_at: 2026-08-12T01:33:38.519Z
host: docs.langchain.com
cited_in_42a: true
mirror_canonical: "https://index.42a.ai/docs.langchain.com/oss/python/integrations/providers/google__q__utm_source_openai"
---

> **Original source:** https://docs.langchain.com/oss/python/integrations/providers/google?utm_source=openai

This page covers all LangChain integrations with [Google Gemini](https://ai.google.dev/gemini-api/docs), [Google Cloud](https://cloud.google.com/), and other Google products (such as Google Maps, YouTube, and [more](#other-google-products)).

Not sure which package to use?

See Google’s guide on [migrating from the Gemini API to Vertex AI](https://ai.google.dev/gemini-api/docs/migrate-to-cloud) for more details on the differences.

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## Google Generative AI

Access Google Gemini models via the [Gemini Developer API](https://ai.google.dev/gemini-api/docs) or [Vertex AI](https://cloud.google.com/vertex-ai) using the unified `langchain-google-genai` package.

### Chat models

### LLMs

### Embedding models

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## Google Cloud

Access Vertex AI platform-specific services including Model Garden (Llama, Mistral, Anthropic), Vector Search, evaluation services, and specialized vision models.

### Chat models

### LLMs

(Legacy) string-in, string-out LLM interface.

### Embedding models

### Document loaders

Cloud Vision loader

Load data using Google Cloud Vision API.

### Document transformers

### Vector stores

Store and search vectors using Google Cloud databases and Vertex AI Vector Search.

### Retrievers

Other retrievers

### Tools

Integrate agents with various Google Cloud services.

### Callbacks

Track LLM/Chat model usage.

### Evaluators

Evaluate model outputs using Vertex AI.

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## Other Google products

Integrations with various Google services beyond the core Cloud Platform.

### Document loaders

### Retrievers

### Tools

### MCP

### Toolkits

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## 3rd party integrations

Access Google services via unofficial third-party APIs.

### Search

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