faiss

There are 1211 repositories under faiss topic.

  • milvus

    milvus-io/milvus

    Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search

    Language:Go38.3k31214.5k3.5k
  • chatchat-space/Langchain-Chatchat

    Langchain-Chatchat(原Langchain-ChatGLM)基于 Langchain 与 ChatGLM, Qwen 与 Llama 等语言模型的 RAG 与 Agent 应用 | Langchain-Chatchat (formerly langchain-ChatGLM), local knowledge based LLM (like ChatGLM, Qwen and Llama) RAG and Agent app with langchain

    Language:Python36.5k2904.2k6.1k
  • Olow304/memvid

    Video-based AI memory library. Store millions of text chunks in MP4 files with lightning-fast semantic search. No database needed.

    Language:Python10.3k7770876
  • SylphAI-Inc/AdalFlow

    AdalFlow: The library to build & auto-optimize LLM applications.

    Language:Python3.9k2478352
  • yichuan-w/LEANN

    RAG on Everything with LEANN. Enjoy 97% storage savings while running a fast, accurate, and 100% private RAG application on your personal device.

    Language:Python3.6k2441359
  • USearch

    unum-cloud/USearch

    Fast Open-Source Search & Clustering engine × for Vectors & Arbitrary Objects × in C++, C, Python, JavaScript, Rust, Java, Objective-C, Swift, C#, GoLang, and Wolfram 🔍

    Language:C++3.2k37241233
  • athina-ai/rag-cookbooks

    This repository contains various advanced techniques for Retrieval-Augmented Generation (RAG) systems.

    Language:Jupyter Notebook2.3k316290
  • tensorchord/pgvecto.rs

    Scalable, Low-latency and Hybrid-enabled Vector Search in Postgres. Revolutionize Vector Search, not Database.

    Language:Rust2.1k1728581
  • asg017/sqlite-vss

    A SQLite extension for efficient vector search, based on Faiss!

    Language:C++1.9k2410071
  • Dot

    alexpinel/Dot

    Text-To-Speech, RAG, and LLMs. All local!

    Language:JavaScript1.8k2114109
  • milvus-io/pymilvus

    Python SDK for Milvus Vector Database

    Language:Python1.3k181.1k384
  • kennethleungty/Llama-2-Open-Source-LLM-CPU-Inference

    Running Llama 2 and other Open-Source LLMs on CPU Inference Locally for Document Q&A

    Language:Python9671324211
  • SkywalkerDarren/chatWeb

    ChatWeb can crawl web pages, read PDF, DOCX, TXT, and extract the main content, then answer your questions based on the content, or summarize the key points.

    Language:Python9111915137
  • shibing624/similarities

    Similarities: a toolkit for similarity calculation and semantic search. 相似度计算、匹配搜索工具包,支持亿级数据文搜文、文搜图、图搜图,python3开发,开箱即用。

    Language:Python88084188
  • matsui528/faiss_tips

    Some useful tips for faiss

    Language:Shell6279649
  • ChunelFeng/caiss

    一款简单好用的 跨平台/多语言的 相似向量/相似词/相似句 高性能检索引擎。欢迎star & fork。Build together! Power another !

    Language:C++54891167
  • codelion/adaptive-classifier

    A flexible, adaptive classification system for dynamic text classification

    Language:Python49391032
  • fynnfluegge/codeqai

    Local first semantic code search and chat | Leverage custom copilots with fine-tuning datasets from code in Alpaca, Conversational, Completion and Instruction format

    Language:Python493101855
  • zilliztech/feder

    Visualize hnsw, faiss and other anns index

    Language:Jupyter Notebook46291735
  • aquila

    Aquila-Network/aquila

    An easy to use Neural Search Engine. Index latent vectors along with JSON metadata and do efficient k-NN search.

    Language:HTML380204225
  • momegas/megabots

    🤖 State-of-the-art, production ready LLM apps made mega-easy, so you don't have to build them from scratch 🤯 Create a bot, now 🫵

    Language:Python348102433
  • MinishLab/vicinity

    Lightweight Nearest Neighbors with Flexible Backends

    Language:Python31231110
  • zilliztech/knowhere

    Vector search engine inside Milvus, integrating FAISS, HNSW, DiskANN.

    Language:C++2937336113
  • mamei16/LLM_Web_search

    An extension for oobabooga/text-generation-webui that enables the LLM to search the web

    Language:Python26822737
  • smalltong02/keras-llm-robot

    A web UI Project In order to learn the large language model. This project includes features such as chat, quantization, fine-tuning, prompt engineering templates, and multimodality.

    Language:Python2521133
  • Enet4/faiss-rs

    Rust language bindings for Faiss

    Language:Rust24034147
  • gopiashokan/AI-Resume-Analyzer-and-LinkedIn-Scraper-using-Generative-AI

    Developed an AI application using LLM to analyze user resumes and provided the summarization, strengths, weaknesses, suggestions, suitable job titles, and also scraping job details from LinkedIn using Selenium. This application reduces time by 30% and helps candidates tailor their resumes effectively.

    Language:Jupyter Notebook1843353
  • coder/hnsw

    In-memory vector index for Go

    Language:Go1762620
  • mechsihao/FaissSearcher

    a common faiss searcher

    Language:Python170318
  • jorge-armando-navarro-flores/chat_with_your_docs

    Discover and converse with advanced AI models like Mistral, LLAMA2, and GPT-3.5 from leading sources like OLLAMA, Hugging Face, and OpenAI. Easily extract insights from PDFs, web pages, and YouTube videos with our intuitive interface. Unlock the power of knowledge with seamless chat interactions.

    Language:Python1563216
  • dynamiclu/Langchain-ChatBI

    一种利用Langchain框架和本地向量库实现的对话式BI,它的目标是帮助用户寻找、理解数据知识,并能够分析数据、洞察结果,通过自然语言对话,降低数据分析的门槛。

    Language:Python1443632
  • ewfian/faiss-node

    Node.js bindings for faiss

    Language:C++13842618
  • ynqa/faiss-server

    faiss serving :)

    Language:Python1375533
  • Neverdecel/CodeRAG

    CodeRAG is an AI-powered tool for real-time codebase querying and augmentation using OpenAI and vector search.

    Language:Python1316031
  • aju22/DocumentGPT

    DocumentGPT is a web application that allows you to chat over your research document using OpenAI's chat API and perform semantic search using vector databases. This tool provides a seamless interface for interacting with your research document, exploring search results, and engaging in a conversation with an AI chatbot.

    Language:Python1203635
  • HypEx

    sb-ai-lab/HypEx

    Fast and customizable framework for automatic and quick Causal Inference in Python

    Language:Python1187378