github-starred/awesome-llm-apps
2
0
Fork 0
mirror of https://github.com/Shubhamsaboo/awesome-llm-apps.git synced 2026-05-03 03:27:23 -05:00
Code Issues 30 Packages Projects Releases Wiki Activity

refactor: Update corrective_rag to use Claude 4.5 Sonnet for LLM functionality

Browse Source
This commit is contained in:
Shubhamsaboo
2025-11-09 14:56:26 -08:00
parent 359e54e166
commit 4fc1412062
2 changed files with 7 additions and 7 deletions
Download Patch File Download Diff File Expand all files Collapse all files

8
rag_tutorials/corrective_rag/README.md
View File

@@ -4,10 +4,10 @@ A sophisticated Retrieval-Augmented Generation (RAG) system that implements a co
## Features
- **Smart Document Retrieval**: Uses Qdrant vector store for efficient document retrieval
- **Document Relevance Grading**: Employs Claude 3.5 sonnet to assess document relevance
- **Document Relevance Grading**: Employs Claude 4.5 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 3.5 sonnet for different tasks
- **Multi-Model Approach**: Combines OpenAI embeddings and Claude 4.5 sonnet for different tasks
- **Interactive UI**: Built with Streamlit for easy document upload and querying
## How to Run?
@@ -26,7 +26,7 @@ A sophisticated Retrieval-Augmented Generation (RAG) system that implements a co
3. **Set Up API Keys**:
You'll need to obtain the following API keys:
- [OpenAI API key](https://platform.openai.com/api-keys) (for embeddings)
- [Anthropic API key](https://console.anthropic.com/settings/keys) (for Claude 3.5 sonnet as LLM)
- [Anthropic API key](https://console.anthropic.com/settings/keys) (for Claude 4.5 sonnet as LLM)
- [Tavily API key](https://app.tavily.com/home) (for web search)
- Qdrant Cloud Setup
1. Visit [Qdrant Cloud](https://cloud.qdrant.io/)
@@ -52,7 +52,7 @@ A sophisticated Retrieval-Augmented Generation (RAG) system that implements a co
- **LangChain**: For RAG orchestration and chains
- **LangGraph**: For workflow management
- **Qdrant**: Vector database for document storage
- **Claude 3.5 sonnet**: Main language model for analysis and generation
- **Claude 4.5 sonnet**: Main language model for analysis and generation
- **OpenAI**: For document embeddings
- **Tavily**: For web search capabilities
- **Streamlit**: For the user interface