IntelLabs / fastRAGLinks
Efficient Retrieval Augmentation and Generation Framework
☆1,758Updated last week
Alternatives and similar repositories for fastRAG
Users that are interested in fastRAG are comparing it to the libraries listed below
Sorting:
- The official implementation of RAPTOR: Recursive Abstractive Processing for Tree-Organized Retrieval☆1,537Updated last year
- Automated Evaluation of RAG Systems☆684Updated 9 months ago
- A lightweight, low-dependency, unified API to use all common reranking and cross-encoder models.☆1,588Updated last month
- ☆906Updated last year
- [ACL 2023] One Embedder, Any Task: Instruction-Finetuned Text Embeddings☆2,023Updated last year
- Distilabel is a framework for synthetic data and AI feedback for engineers who need fast, reliable and scalable pipelines based on verifi…☆3,055Updated last week
- A lightweight library for generating synthetic instruction tuning datasets for your data without GPT.☆819Updated 6 months ago
- Easily use and train state of the art late-interaction retrieval methods (ColBERT) in any RAG pipeline. Designed for modularity and ease-…☆3,820Updated 8 months ago
- Adala: Autonomous DAta (Labeling) Agent framework☆1,345Updated last week
- Fast lexical search implementing BM25 in Python using Numpy, Numba and Scipy☆1,456Updated 3 weeks ago
- This includes the original implementation of SELF-RAG: Learning to Retrieve, Generate and Critique through self-reflection by Akari Asai,…☆2,297Updated last year
- ColBERT: state-of-the-art neural search (SIGIR'20, TACL'21, NeurIPS'21, NAACL'22, CIKM'22, ACL'23, EMNLP'23)☆3,754Updated 3 months ago
- Evaluate your LLM's response with Prometheus and GPT4 💯☆1,031Updated 8 months ago
- Open-source tool to visualise your RAG 🔮☆1,209Updated last year
- Enforce the output format (JSON Schema, Regex etc) of a language model☆1,977Updated 4 months ago
- Lite & Super-fast re-ranking for your search & retrieval pipelines. Supports SoTA Listwise and Pairwise reranking based on LLMs and cro…☆926Updated 2 weeks ago
- Developer APIs to Accelerate LLM Projects☆1,742Updated last year
- Infinity is a high-throughput, low-latency serving engine for text-embeddings, reranking models, clip, clap and colpali☆2,629Updated last month
- Superfast AI decision making and intelligent processing of multi-modal data.☆3,178Updated 2 months ago
- A comprehensive guide to building RAG-based LLM applications for production.☆1,843Updated last year
- Fine-Tuning Embedding for RAG with Synthetic Data☆524Updated 2 years ago
- Fast, Accurate, Lightweight Python library to make State of the Art Embedding☆2,628Updated last week
- Multi-LoRA inference server that scales to 1000s of fine-tuned LLMs☆3,679Updated 7 months ago
- The code used to train and run inference with the ColVision models, e.g. ColPali, ColQwen2, and ColSmol.☆2,455Updated last week
- RAGChecker: A Fine-grained Framework For Diagnosing RAG☆1,044Updated last year
- HyDE: Precise Zero-Shot Dense Retrieval without Relevance Labels☆567Updated last year
- [ICML 2024] LLMCompiler: An LLM Compiler for Parallel Function Calling☆1,818Updated last year
- Code for explaining and evaluating late chunking (chunked pooling)☆482Updated last year
- High-performance retrieval engine for unstructured data☆1,549Updated 2 months ago
- Framework for enhancing LLMs for RAG tasks using fine-tuning.☆763Updated last month