RAG SOTA: I Built SEQUOIA and Tested 7 Pipelines — Full Results After 20+ hours of compute...
RAG SOTA: I Built SEQUOIA and Tested 7 Pipelines — Full Results
After 20+ hours of compute time on local hardware, I benchmarked 7 RAG configurations against real-world tasks. SEQUOIA (RAPTOR tree + step-back prompting) consistently outperformed alternatives.
The Full Pipeline List
Method
Core Approach
RAG SOTA: I Tested 7 Pipelines and Built SEQUOIA (Open Source) After 20+ hours of compute...
RAG SOTA, Agent Harnessing, and Langfuse Observability for AI Frameworks Today's...
TL;DR: I spent 1 week benchmarking Pinecone, Weaviate, Qdrant, Milvus, pgvector, SurrealDB, and...
RAG has become the default answer for giving LLMs access to private knowledge. And for good reason —...
LangChain + 벡터DB로 RAG 파이프라인 구축
Enterprise RAG — A practitioner's build log | Post 3 of 6 A retrieval pipeline has more design...
