0xshre / rag-evaluationLinks
A QA RAG system that uses a custom chromadb to retrieve relevant passages and then uses an LLM to generate the answer.
☆17Updated last year
Alternatives and similar repositories for rag-evaluation
Users that are interested in rag-evaluation are comparing it to the libraries listed below
Sorting:
- A library for evaluating Retrieval-Augmented Generation (RAG) systems (The traditional ways).☆41Updated last year
- Create a knowledge graph out of unstructed legal text - use said knowledge graph in a graph augmented retrieval augmented generation pipe…☆67Updated last year
- ☆79Updated last year
- Explore the use of DSPy for extracting features from PDFs 🔎☆52Updated last year
- ARAGOG- Advanced RAG Output Grading. Exploring and comparing various Retrieval-Augmented Generation (RAG) techniques on AI research paper…☆113Updated last year
- Code for evaluating with Flow-Judge-v0.1 - an open-source, lightweight (3.8B) language model optimized for LLM system evaluations. Crafte…☆84Updated last year
- This repo is the central repo for all the RAG Evaluation reference material and partner workshop☆80Updated 9 months ago
- Retrieval augmented generation demos with open-source DeepSeek, Llama, Qwen, Mistral, Gemma☆42Updated 5 months ago
- A project that enables identification and classification of an intent of a message with dynamic labels☆50Updated last year
- Writing Blog Posts with Generative Feedback Loops!☆50Updated last year
- Medical Mixture of Experts LLM using Mergekit.☆20Updated last year
- ☆12Updated 3 months ago
- AI_Powered_Dev_Search_Engine☆12Updated last year
- LitePali is a minimal, efficient implementation of ColPali for image retrieval and indexing, optimized for cloud deployment.☆122Updated last year
- ☆35Updated last year
- An overview of GRPO & DeepSeek-R1 Training with Open Source GRPO Model Fine Tuning☆37Updated 8 months ago
- A Multi-Agent based application which provides a comphrehensive financial/market analysis of any company☆17Updated last year
- Mistral + Haystack: build RAG pipelines that rock 🤘☆106Updated 2 years ago
- Using open source LLMs to build synthetic datasets for direct preference optimization☆72Updated last year
- RAG example using DSPy, Gradio, FastAPI☆90Updated last year
- ☆36Updated 11 months ago
- LLM Chatbot w/ Retrieval Augmented Generation using Llamaindex. It demonstrates how to impl. chunking, indexing, and source citation.☆45Updated 2 years ago
- OpenAI document chatbot using llama-index, pinecone and chainlit. With incremental features, giving you the tools to go from a basic RAG …☆80Updated last year
- Design Patterns for Multi Agents Frameworks Like Autogen, Langraph, Taskweaver,Crewai,etc☆86Updated last year
- LLM-Training-API: Including Embeddings & ReRankers, mergekit, LaserRMT☆27Updated last year
- Chainlit app for advanced RAG. Uses llamaparse, langchain, qdrant and models from groq.☆48Updated last year
- Fine tuning ModernBERT-embed-base on synthetic domain specific data for improvement to unseen queries☆51Updated 8 months ago
- Resources and notebooks to accompany the Duplicate Detection using GenAI paper☆16Updated last year
- High level library for batched embeddings generation, blazingly-fast web-based RAG and quantized indexes processing ⚡☆69Updated 2 months ago
- I have explained how to create superior RAG pipeline for complex pdfs using LlamaParse. We can extract text and tables from pdf and QA on…☆49Updated last year