AI
1 min readDesigning Practical RAG Systems
Retrieval-Augmented Generation architectures that work in production.
What is RAG?
RAG enriches a language model with external knowledge sources.
Architecture
- Chunk the documents
- Store in a vector database
- Augment the query with the most relevant chunks
The right chunking strategy directly affects result quality.
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