Retrieval-Augmented Generation

RAG with Pinecone

Build retrieval-augmented generation pipelines by embedding documents with Meridian, upserting vectors into Pinecone, and querying with semantic search.

Pipeline Architecture

Documents
Meridian Embed
Pinecone Upsert
Semantic Query

Prerequisites

  • Pinecone account with API key
  • Index created with matching dimensions
  • Meridian API key for embeddings

Use Cases

  • Document Q&A over large knowledge bases
  • Codebase semantic search
  • Customer support with historical tickets

Ready to build your RAG pipeline?

Get your Meridian API key and start embedding today.

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