KruxAI/ragbuilder
A toolkit to create optimal Production-readyRetrieval Augmented Generation(RAG) setup for your data
Performs automated hyperparameter tuning across chunking strategies, embedding models, retrievers, and rerankers using Bayesian optimization to identify the optimal RAG configuration for your specific data. Provides modular component access and pre-defined templates (graph retrieval, semantic chunking, etc.), while integrating with LangChain, multiple LLM providers (OpenAI, Azure, Mistral, Cohere), and evaluation frameworks like RAGAS. Supports flexible configuration at data ingestion, retrieval, and generation stages with direct API deployment capabilities.
1,529 stars. No commits in the last 6 months.
Stars
1,529
Forks
126
Language
Python
License
Apache-2.0
Category
Last pushed
May 20, 2025
Commits (30d)
0
Get this data via API
curl "https://pt-edge.onrender.com/api/v1/quality/rag/KruxAI/ragbuilder"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
Higher-rated alternatives
VectorInstitute/fed-rag
A framework for fine-tuning retrieval-augmented generation (RAG) systems.
ictnlp/FlexRAG
FlexRAG: A RAG Framework for Information Retrieval and Generation.
gomate-community/TrustRAG
TrustRAGļ¼The RAG Framework within Reliable input,Trusted output
NirDiamant/RAG_Techniques
This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG)...
Andrew-Jang/RAGHub
A community-driven collection of RAG (Retrieval-Augmented Generation) frameworks, projects, and...