A lightweight, low-dependency, unified API to use all common reranking and cross-encoder models.

Build ChatGPT over your data, all with natural language

RAGFlow is an open-source RAG (Retrieval-Augmented Generation) engine based on deep document understanding.

Lite & Super-fast re-ranking for your search & retrieval pipelines. Supports SoTA Listwise and Pairwise reranking based on LLMs and cross-encoders and more. Created by Prithivi Da, open for PRs & C…

This repository offers a comprehensive collection of tutorials and implementations for Prompt Engineering techniques, ranging from fundamental concepts to advanced strategies. It serves as an essen…

Supercharge Your LLM Application Evaluations 🚀

Mixture of Agents using Groq

Production-ready Inference, Ingestion and Indexing built in Rust 🦀

Python tool for converting files and office documents to Markdown.

Distilabel is a framework for synthetic data and AI feedback for engineers who need fast, reliable and scalable pipelines based on verified research papers.

What's In My Big Data (WIMBD) - a toolkit for analyzing large text datasets

A high-throughput and memory-efficient inference and serving engine for LLMs

This repository contains various RAG patterns implemented from scratch

Fast State-of-the-Art Static Embeddings

Simple, unified interface to multiple Generative AI providers

Efficient Retrieval Augmentation and Generation Framework

RAG that intelligently adapts to your use case, data, and queries