Combining vector similarity with traditional keyword search (BM25) to catch specific technical terms or product IDs.
Pinecone, Weaviate, or Milvus for efficient retrieval-augmented generation (RAG). building llms for production pdf download
You cannot rely on "vibe checking" (reading outputs manually). You need automated evaluation frameworks: building llms for production pdf download
Most production use cases (like customer support bots or internal knowledge bases) require the model to know specific data it wasn't trained on. You have two main paths: building llms for production pdf download