𝗥𝗔𝗚 𝗜𝗻 𝗣𝗿𝗼𝗱𝘂𝗰𝘁𝗶𝗼𝗻 𝗚𝘂𝗶𝗱𝗲

𝗥𝗔𝗚 𝗜𝗻 𝗣𝗿𝗼𝗱𝘂𝗰𝘁𝗶𝗼𝗻 𝗚𝘂𝗶𝗱𝗲

Production RAG is not a simple process. You do not only embed data and call a vector DB. It is an information system. You make design choices at every layer.

Focus on these four areas:

• Ingestion
• Retrieval
• Generation
• Observability

Tune each part separately to improve results.

Chunk size is not a magic number. It is a product decision. Keep your chunks coherent. One chunk should hold one idea or one section.

Source: https://dev.to/therizwansaleem/rag-in-production-a-comprehensive-guide-to-retrieval-augmented-generation-df2