Pinecone Adds Gemini Embedding 2 to Managed Document Search

Pinecone announced on November 12, 2026 that its Documents API now supports Google’s Gemini Embedding 2, creating embeddings on writes and search queries through Vertex AI. The managed option removes the need for a separate Google Cloud account, API key or embedding pipeline and charges $0.20 per 1 million tokens. The integration changes where the embedding work sits. Applications send plain text to Pinecone, which invokes the model on every write and query and retries failed calls. Embedding…

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Pinecone Adds Gemini Embedding 2 to Managed Document Search