Retrieval-Augmented Generation (RAG)

Retrieval-augmented generation in production: chunking that respects the document, hybrid search that survives synonyms, and citations a reader can check.

Lessons in this topic

• Why RAG Exists
• Embeddings
• Vector Similarity
• Vector Databases
• Chunking
• Retrieval Pipeline
• Hybrid Search
• RAG Evaluation
• RAG, End to End