RAG & Vector Databases
3 Topics
1
Vector Databases (Pinecone, Milvus)
Storing and retrieving semantic data efficiently.
High - Core RAG infrastructure
2
Semantic Search & Chunking
Optimizing how data is split and retrieved.
High - Makes or breaks RAG quality
3
Evaluating RAG Performance
Metrics like Faithfulness and Answer Relevance.
Medium - Important for production systems