PrithivirajDamodaran / FlashRank
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 & Collaborations.
☆778Updated 4 months ago
Alternatives and similar repositories for FlashRank:
Users that are interested in FlashRank are comparing it to the libraries listed below
- A lightweight, low-dependency, unified API to use all common reranking and cross-encoder models.☆1,359Updated 2 weeks ago
- Developer APIs to Accelerate LLM Projects☆1,620Updated 5 months ago
- Fine-Tuning Embedding for RAG with Synthetic Data☆489Updated last year
- Fast, Accurate, Lightweight Python library to make State of the Art Embedding☆1,916Updated last week
- High-performance retrieval engine for unstructured data☆1,292Updated this week
- Fast lexical search implementing BM25 in Python using Numpy, Numba and Scipy☆1,078Updated last week
- Open-source tool to visualise your RAG 🔮☆1,119Updated 3 months ago
- Use late-interaction multi-modal models such as ColPali in just a few lines of code.☆757Updated 2 months ago
- The official implementation of RAPTOR: Recursive Abstractive Processing for Tree-Organized Retrieval☆1,153Updated 7 months ago
- This repository shares end-to-end notebooks on how to use various Weaviate features and integrations!☆727Updated this week
- ☆855Updated 5 months ago
- ☆1,084Updated 9 months ago
- Infinity is a high-throughput, low-latency serving engine for text-embeddings, reranking models, clip, clap and colpali☆1,964Updated this week
- ☆215Updated 3 months ago
- Easily use and train state of the art late-interaction retrieval methods (ColBERT) in any RAG pipeline. Designed for modularity and ease-…☆3,342Updated last month
- Automated Evaluation of RAG Systems☆569Updated this week
- 👩🏻🍳 A collection of example notebooks☆450Updated last week
- Enforce the output format (JSON Schema, Regex etc) of a language model☆1,760Updated last month
- Superfast AI decision making and intelligent processing of multi-modal data.☆2,492Updated last week
- Code for explaining and evaluating late chunking (chunked pooling)☆355Updated 3 months ago
- ☆498Updated 7 months ago
- Efficient Retrieval Augmentation and Generation Framework☆1,500Updated 2 months ago
- ☆699Updated last month
- Fast Semantic Text Deduplication☆597Updated last week
- In-Context Learning for eXtreme Multi-Label Classification (XMC) using only a handful of examples.☆415Updated last year
- This repo provides the server side code for llmsherpa API to connect. It includes parsers for various file formats.☆1,203Updated this week
- 🦙 Integrating LLMs into structured NLP pipelines☆1,218Updated 2 months ago
- Generic rag framework to apply the power of LLMs on any given dataset☆584Updated last week
- A fast, lightweight and easy-to-use Python library for splitting text into semantically meaningful chunks.☆272Updated last week
- HyDE: Precise Zero-Shot Dense Retrieval without Relevance Labels☆524Updated 3 months ago