github-starred/awesome-llm-apps
2
0
Fork 0
mirror of https://github.com/Shubhamsaboo/awesome-llm-apps.git synced 2026-03-09 07:25:00 -05:00
Code Issues 14 Packages Projects Releases Wiki Activity

readme changes

Browse Source
This commit is contained in:
Madhu
2024-12-27 02:46:59 +05:30
parent 315092de27
commit 32b2e48013
1 changed files with 5 additions and 2 deletions
Download Patch File Download Diff File Expand all files Collapse all files

7
rag_tutorials/corrective_rag/README.md
View File

@@ -2,13 +2,16 @@
This project demonstrates Corrective RAG (Retrieval Augmented Generation), an advanced approach to RAG that incorporates self-reflection / self-grading on retrieved documents - document relevance checking, query transformation, and web search fallback mechanisms to improve the quality of responses by far. Complete explanation of CRAG down below.
## Demo
## Features
- **Smart Document Retrieval**: Uses Qdrant vector store for efficient document retrieval
- **Document Relevance Grading**: Employs Claude 3 to assess document relevance
- **Document Relevance Grading**: Employs Claude 3.5 sonnet to assess document relevance
- **Query Transformation**: Improves search results by optimizing queries when needed
- **Web Search Fallback**: Uses Tavily API for web search when local documents aren't sufficient
- **Multi-Model Approach**: Combines OpenAI embeddings and Claude 3 for different tasks
- **Multi-Model Approach**: Combines OpenAI embeddings and Claude 3.5 sonnet for different tasks
- **Interactive UI**: Built with Streamlit for easy document upload and querying
## How to Run?