Advanced RAG
Cutting-edge RAG techniques for complex use cases.
Explore advanced RAG patterns for multi-modal content, knowledge graphs, and streaming.
Graph RAG
Level: Advanced
Combine knowledge graphs with vector search for relationship-aware retrieval and multi-hop reasoning.
Topics: knowledge-graphs • neo4j • entity-extraction • multi-hop-queries
Multi-modal RAG
Level: Advanced
Handle images, tables, charts, and diagrams in RAG systems using vision-language models.
Topics: gpt-4-vision • clip • table-extraction • chart-analysis
Streaming RAG
Level: Intermediate
Implement streaming responses for better user experience and progressive context loading.
Topics: server-sent-events • fastapi • progressive-loading • async