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Title: GoogleGenerativeAIEmbeddings integration - Docs by LangChain

Open Graph Title: GoogleGenerativeAIEmbeddings integration - Docs by LangChain

X Title: GoogleGenerativeAIEmbeddings integration - Docs by LangChain

Description: Integrate with Google Gemini API embedding models using LangChain Python.

Open Graph Description: Integrate with Google Gemini API embedding models using LangChain Python.

X Description: Integrate with Google Gemini API embedding models using LangChain Python.

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Overviewhttps://docs.langchain.com/oss/python/integrations/embeddings/google_generative_ai#overview
Integration detailshttps://docs.langchain.com/oss/python/integrations/embeddings/google_generative_ai#integration-details
Setuphttps://docs.langchain.com/oss/python/integrations/embeddings/google_generative_ai#setup
Credentialshttps://docs.langchain.com/oss/python/integrations/embeddings/google_generative_ai#credentials
Installationhttps://docs.langchain.com/oss/python/integrations/embeddings/google_generative_ai#installation
Instantiationhttps://docs.langchain.com/oss/python/integrations/embeddings/google_generative_ai#instantiation
Reduced dimensionalityhttps://docs.langchain.com/oss/python/integrations/embeddings/google_generative_ai#reduced-dimensionality
Batchhttps://docs.langchain.com/oss/python/integrations/embeddings/google_generative_ai#batch
Indexing and retrievalhttps://docs.langchain.com/oss/python/integrations/embeddings/google_generative_ai#indexing-and-retrieval
Task typehttps://docs.langchain.com/oss/python/integrations/embeddings/google_generative_ai#task-type
Additional configurationhttps://docs.langchain.com/oss/python/integrations/embeddings/google_generative_ai#additional-configuration
API referencehttps://docs.langchain.com/oss/python/integrations/embeddings/google_generative_ai#api-reference
API referencehttps://reference.langchain.com/python/langchain-google-genai/embeddings/GoogleGenerativeAIEmbeddings
​https://docs.langchain.com/oss/python/integrations/embeddings/google_generative_ai#overview
Google GenAI SDKhttps://ai.google.dev/gemini-api/docs
​https://docs.langchain.com/oss/python/integrations/embeddings/google_generative_ai#integration-details
​https://docs.langchain.com/oss/python/integrations/embeddings/google_generative_ai#setup
​https://docs.langchain.com/oss/python/integrations/embeddings/google_generative_ai#credentials
Google AI Studiohttps://aistudio.google.com/apikey
Gemini API keys documentationhttps://ai.google.dev/gemini-api/docs/api-key
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​https://docs.langchain.com/oss/python/integrations/embeddings/google_generative_ai#installation
​https://docs.langchain.com/oss/python/integrations/embeddings/google_generative_ai#instantiation
​https://docs.langchain.com/oss/python/integrations/embeddings/google_generative_ai#reduced-dimensionality
​https://docs.langchain.com/oss/python/integrations/embeddings/google_generative_ai#batch
​https://docs.langchain.com/oss/python/integrations/embeddings/google_generative_ai#indexing-and-retrieval
RAG tutorialshttps://docs.langchain.com/oss/python/deepagents/rag
​https://docs.langchain.com/oss/python/integrations/embeddings/google_generative_ai#task-type
​https://docs.langchain.com/oss/python/integrations/embeddings/google_generative_ai#additional-configuration
​https://docs.langchain.com/oss/python/integrations/embeddings/google_generative_ai#api-reference
API referencehttps://reference.langchain.com/python/langchain-google-genai/embeddings/GoogleGenerativeAIEmbeddings
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