faiss

There are 6 repositories under faiss topic.

chatchat-space / Langchain-Chatchat
Langchain-Chatchat（原Langchain-ChatGLM）基于 Langchain 与 ChatGLM 等语言模型的本地知识库问答 | Langchain-Chatchat (formerly langchain-ChatGLM), local knowledge based LLM (like ChatGLM) QA app with langchain
chatbot chatchat chatglm chatglm-6b chatglm2-6b chatgpt embedding faiss fastchat gpt knowledge-base langchain langchain-chatchat langchain-chatglm llama llm milvus pgvector streamlit text2vec
Language:Python 27287
milvus
milvus-io / milvus
A cloud-native vector database, storage for next generation AI applications
anns nearest-neighbor-search faiss vector-search image-search hnsw vector-database embedding-database embedding-store vector-store vector-similarity embedding-similarity tensor-database distributed golang llm cloud-native
Language:Go 26821
llmware-ai / llmware
Providing enterprise-grade LLM-based development framework, tools, and fine-tuned models.
ai bert embedding-vectors embeddings faiss generative-ai information-retrieval large-language-models machine-learning milvus nlp parsing python pytorch question-answering rag retrieval-augmented-generation semantic-search transformers
Language:Python 3110
usearch
unum-cloud / usearch
Fast Open-Source Search & Clustering engine × for Vectors & 🔜 Strings × in C++, C, Python, JavaScript, Rust, Java, Objective-C, Swift, C#, GoLang, and Wolfram 🔍
approximate-nearest-neighbor-search clustering database faiss full-text-search fuzzy-search image-search kann nearest-neighbor-search recommender-system search search-engine semantic-search simd similarity-search text-search vector-search webassembly
Language:C++ 1632
asg017 / sqlite-vss
A SQLite extension for efficient vector search, based on Faiss!
faiss sqlite sqlite-extension vector-search
Language:C++ 1436
tensorchord / pgvecto.rs
Scalable, Low-latency and Hybrid-enabled Vector Search in Postgres. Revolutionize Vector Search, not Database.
llm vector vector-database faiss nearest-neighbor-search gpt chatgpt hacktoberfest rust postgres
Language:Rust 1375
kennethleungty / Llama-2-Open-Source-LLM-CPU-Inference
Running Llama 2 and other Open-Source LLMs on CPU Inference Locally for Document Q&A
cpu cpu-inference deep-learning faiss langchain large-language-models llm machine-learning natural-language-processing nlp python sentence-transformers transformers c-transformers open-source-llm chatgpt document-qa language-models llama llama-2
Language:Python 927
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.
chatgpt embedding gpt-35-turbo news-extractor newspaper openai pgvector postgresql vector-database faiss ai gpt crawler docx pdf
Language:Python 850
Dot
alexpinel / Dot
Standalone app for easy RAG with local LLM
ai app desktop-app document-chat embeddings faiss gpt langchain llamacpp llm local localai mistral mistral-7b privategpt rag self-hosted standalone standalone-app
Language:JavaScript 734
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。
nlp deep-learning pytorch matching text-matching bm25 similarity similarity-search image-search image-similarity faiss search-engine
Language:Python 591
matsui528 / faiss_tips
Some useful tips for faiss
faiss approximate-nearest-neighbor-search nearest-neighbor-search product-quantization
Language:Shell 538
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 !
faiss ann ai similarity-search hnsw nlp chatbot mrpt search-engine deep-learning
Language:C++ 510
aquila
Aquila-Network / aquila
An easy to use Neural Search Engine. Index latent vectors along with JSON metadata and do efficient k-NN search.
feature-vectors similarity-search knn-search information-retrieval neural-information-retrieval vector-database approximate-nearest-neighbor-search search-engine nearest-neighbor-search embedding similarity-searches video-search image-search aquila retrieval faiss neural-search information-retrieval-engine
Language:HTML 374
zilliztech / feder
Visualize hnsw, faiss and other anns index
faiss milvus hnsw visualization
Language:Jupyter Notebook 336
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 🫵
chatbot faiss gpt-35-turbo gpt-4 langchain llama pinecone prompt-engineering s3 fastapi information-retrieval natural-language-processing nlp python question-answering
Language:Python 335
fynnfluegge / codeqai
Local first semantic code search and chat powered by vector embeddings and LLMs
faiss langchain llamacpp llm openai huggingface llama2 gpt sentence-transformers codellama ollama
Language:Python 322
plippe / faiss-web-service
A web service build on top of Facebook's Faiss
faiss
Language:OpenEdge ABL 218
Enet4 / faiss-rs
Rust language bindings for Faiss
faiss rust-bindings hacktoberfest
Language:Rust 184
mechsihao / FaissSearcher
a common faiss searcher
faiss pandas python
Language:Python 158
ynqa / faiss-server
faiss serving :)
faiss cpp grpc grpc-python cmake docker protobuf
Language:Python 133
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.
chatbot chatgpt faiss fastchat gemini knowledgebase llm milvus multimodal pgvector rag speech-to-text streamlit text-to-speech vectorization code-interpreter
Language:Python 130
mamei16 / LLM_Web_search
An extension for oobabooga/text-generation-webui that enables the LLM to search the web using DuckDuckGo
llm llms text-generation-webui chatgpt faiss gpt langchain oobabooga duckduckgo rag
Language:Python 106
hannawong / ColXLM
Multilingual Retrieval on Yelp Search Engine ⚡
nlp information-retrieval faiss multilingual
Language:Python 102
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.
chatgpt-api conversational-ai faiss gpt langchain llm natural-language-processing semantic-search streamlit vector-database webapp
Language:Python 98
waltyou / faiss-web-service
A web service build on top of Facebook's Faiss
faiss image-search sift bow
Language:Python 91
ewfian / faiss-node
Node.js bindings for faiss
faiss approximate-nearest-neighbor-search javascript machine-learning nodejs npm similarity-search typescript underdevelopment
Language:C++ 89
Safakan / TalkWithYourFiles
An LLM GUI application; enables you to interact with your files, offering dynamic parameters that can modify response behavior during runtime.
faiss langchain openai openai-chatgpt python streamlit dependency-inversion-principle factory-pattern question-answering strategy-pattern embeddings similarity-search vectorstore chunking text-processing docker
Language:Python 85
shamspias / langchain-chat
langchain-chat is an AI-driven Q&A system that leverages OpenAI's GPT-4 model and FAISS for efficient document indexing. It loads and splits documents from websites or PDFs, remembers conversations, and provides accurate, context-aware answers based on the indexed data. Easy to set up and extend.
chatbot chatbots langchain langchain-python embedding-models embedding-python embedding-similarity embedding-vectors faiss faiss-backend embedding-model vector-database gpt-3 gpt-35-turbo gpt-4 gpt-j pinecone langchain-expression-language
Language:Python 81
julien040 / hn-recommendation-api
A recommendation system for Hacker News. Get the most similar posts for a given URL
embedding embeddings faiss hacker-news hnsw nextjs openai recommendation
Language:TypeScript 78
DataIntelligenceCrew / go-faiss
Go bindings for Faiss
faiss
Language:Go 67
xiaogp / track_sequence_anomaly_detection
由时间空间成对组成的轨迹序列，通过循环神经网络lstm，自编码器auto-encode，时空密度聚类st-dbscan做异常检测
st-dbscan-algorithm dbscan lstm auto-encoder tensorflow faiss kd-tree anomaly-detection
Language:Python 61
shamspias / langchain-telegram-gpt-chatbot
An AI-powered chatbot integrated with Telegram, using OpenAI GPT-3.5 Turbo, language embeddings, and FAISS for similarity search to provide more contextually relevant responses to user queries
ai artificial-intelligence chatbot chatbot-telegram faiss gpt-3 gpt-3-5-turbo gpt-35-turbo gpt-4 langchain langchain-python openapi telegram telegram-bot tts tts-api python python3 telebot
Language:Python 58
gopiashokan / AI-Powered-Resume-Analyzer-and-LinkedIn-Scraper-with-Selenium
Developed an AI-based application using Streamlit to facilitate comprehensive resume analysis and it provides summarization, strengths, weaknesses, suggestions, and job title recommendations.
ai analyzer artificial-intelligence chatgpt faiss langchain large-language-models linkedin linkedin-scraper llm openai openai-api python qa-chain resume selenium selenium-python streamlit webscrape resume-analyzer
Language:Jupyter Notebook 56
vektonn / vektonn-index
.NET library for efficient similarity search of dense and sparse vectors
aknn faiss knn
Language:C# 56
HypEx
sb-ai-lab / HypEx
Fast and customizable framework for automatic and quick Causal Inference in Python
ab-testing causal-inference causalinference data-science faiss kaggle matching python statistics
Language:Python 46
xiaogp / recsys_faiss
一个基于 fasttext + faiss 的商品内容相关推荐实现，nginx+uwsgi+flask / gunicorn+uvicorn+fastapi 提供api查询接口，增加Spark实现 Ansj+Word2vec+LSH+Phoenix
faiss recommender-system word2vec fasttext lsh-algorithm
Language:Python 46

faiss

chatchat-space / Langchain-Chatchat

milvus-io / milvus

llmware-ai / llmware

unum-cloud / usearch

asg017 / sqlite-vss

tensorchord / pgvecto.rs

kennethleungty / Llama-2-Open-Source-LLM-CPU-Inference

SkywalkerDarren / chatWeb

alexpinel / Dot

shibing624 / similarities

matsui528 / faiss_tips

ChunelFeng / caiss

Aquila-Network / aquila

zilliztech / feder

momegas / megabots

fynnfluegge / codeqai

plippe / faiss-web-service

Enet4 / faiss-rs

mechsihao / FaissSearcher

ynqa / faiss-server

smalltong02 / keras-llm-robot

mamei16 / LLM_Web_search

hannawong / ColXLM

aju22 / DocumentGPT

waltyou / faiss-web-service

ewfian / faiss-node

Safakan / TalkWithYourFiles

shamspias / langchain-chat

julien040 / hn-recommendation-api

DataIntelligenceCrew / go-faiss

xiaogp / track_sequence_anomaly_detection

shamspias / langchain-telegram-gpt-chatbot

gopiashokan / AI-Powered-Resume-Analyzer-and-LinkedIn-Scraper-with-Selenium

vektonn / vektonn-index

sb-ai-lab / HypEx

xiaogp / recsys_faiss