Examples
Notebooks
Search
Semantic search
Implement semantic search with Pinecone in minutes over a simple translation dataset
Reranking search results
Use Pinecone's reranking feature to enhance the accuracy of search results.
Retrieval-augmented generation (RAG)
RAG with hybrid search and Claude
Implement simple retrieval-augmented generation with hybrid search and Anthropic's Claude models
RAG with LangChain and OpenAI
Learn how RAG can be used with Pinecone to reduce hallucinations, by grounding responses using our own release notes
RAG with cascading retrieval and OpenAI
Investigate research papers by implementing cascading retrieval, then pass results to OpenAI to generate answers
Chatbot agents with LangChain
Create conversational agents with LangChain and Pinecone.