Build a corrective RAG agentic workflow using DeepSeek-R1 - a Lightning Studio by akshay-ddods
lightning.ai
Build a corrective RAG agentic workflow using DeepSeek-R1 - a Lightning Studio by akshay-ddods
GitHub - infiniflow/ragflow: RAGFlow is an open-source RAG (Retrieval-Augmented Generation) engine based on deep document understanding.
infiniflowgithub.com
Build a hybrid agentic workflow combining RAG, Text2SQL and a system that intelligently routes between SQL databases and vector search based on the users query.
This tutorial and example repository by @akshay_pachaar shows you how to:
ยท Implement query classification to route between SQL and... See more
๐ ๐๐จ๐ซ๐ซ๐๐๐ญ๐ข๐ฏ๐ ๐๐๐ญ๐ซ๐ข๐๐ฏ๐๐ฅ ๐๐ฎ๐ ๐ฆ๐๐ง๐ญ๐๐ ๐๐๐ง๐๐ซ๐๐ญ๐ข๐จ๐ง (๐๐๐๐) โญ
๐ค RAG heavily relies on the relevance of retrieved-context, which can sometimes be fully correct or only partially correct, or incorrect.
CRAG (Corrective Retrieval Augmented Generation) proposes a solution that significantly enhances... See more