faiss

There are 6 repositories under faiss topic.

milvus
milvus-io / milvus
Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search
anns nearest-neighbor-search faiss vector-search image-search hnsw vector-database embedding-database embedding-store vector-store vector-similarity embedding-similarity distributed golang llm cloud-native diskann rag
Language:Go 37362
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
chatglm langchain llm knowledge-base llama chatbot chatgpt embedding faiss fastchat gpt milvus streamlit chatchat langchain-chatglm qwen rag retrieval-augmented-generation xinference ollama
Language:TypeScript 36087
SylphAI-Inc / AdalFlow
AdalFlow: The library to build & auto-optimize LLM applications.
agent framework llm rag generative-ai machine-learning nlp python retriever ai chatbot information-retrieval question-answering summarization bm25 faiss reranker optimizer trainer auto-prompting
Language:Python 3701
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 🔍
kann vector-search approximate-nearest-neighbor-search simd search similarity-search database faiss search-engine webassembly clustering nearest-neighbor-search recommender-system semantic-search full-text-search fuzzy-search text-search image-search
Language:C++ 3125
athina-ai / rag-cookbooks
This repository contains various advanced techniques for Retrieval-Augmented Generation (RAG) systems.
ai chromadb cookbooks faiss langchain llm llms openai pinecone python qdrant rag tutorials weaviate
Language:Jupyter Notebook 2242
tensorchord / pgvecto.rs
Scalable, Low-latency and Hybrid-enabled Vector Search in Postgres. Revolutionize Vector Search, not Database.
chatgpt faiss gpt hacktoberfest llm nearest-neighbor-search postgres rust vector vector-database
Language:Rust 2100
Dot
alexpinel / Dot
Text-To-Speech, RAG, and LLMs. All local!
embeddings llm local rag standalone standalone-app document-chat faiss langchain privategpt llamacpp self-hosted phi-3 tts whisper-cpp
Language:JavaScript 1835
asg017 / sqlite-vss
A SQLite extension for efficient vector search, based on Faiss!
faiss sqlite sqlite-extension vector-search
Language:C++ 1835
kennethleungty / Llama-2-Open-Source-LLM-CPU-Inference
Running Llama 2 and other Open-Source LLMs on CPU Inference Locally for Document Q&A
c-transformers chatgpt cpu cpu-inference deep-learning document-qa faiss langchain language-models large-language-models llama llama-2 llm machine-learning natural-language-processing nlp open-source-llm python sentence-transformers transformers
Language:Python 959
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 908
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 873
matsui528 / faiss_tips
Some useful tips for faiss
approximate-nearest-neighbor-search faiss nearest-neighbor-search product-quantization
Language:Shell 616
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++ 541
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
codellama faiss gpt huggingface langchain llama2 llamacpp llm ollama openai sentence-transformers
Language:Python 470
zilliztech / feder
Visualize hnsw, faiss and other anns index
faiss milvus hnsw visualization
Language:Jupyter Notebook 455
codelion / adaptive-classifier
A flexible, adaptive classification system for dynamic text classification
adaptive-learning bert classifier continous-learning distilbert elastic-weight-consolidation embeddings faiss large-language-models llms multi-class-classification multi-label-classification neural-networks online-learning roberta text-classification transformers machine-learning neural-layers adaptive-neural-network
Language:Python 444
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 380
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 350
zilliztech / knowhere
Vector search engine inside Milvus, integrating FAISS, HNSW, DiskANN.
faiss gpu hnsw nearest-neighbor-search search vector vector-database
Language:C++ 278
MinishLab / vicinity
Lightweight Nearest Neighbors with Flexible Backends
embeddings vector-database ai python annoy faiss hnsw hnswlib
Language:Python 264
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 250
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 231
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 213
mechsihao / FaissSearcher
a common faiss searcher
faiss pandas python
Language:Python 164
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.
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 155
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.
faiss gemma gpt-3-5-turbo gpt-4 gradio huggingface llama2 llms mistral ollama openai python docs pdf web youtube chatbot retrieval-chatbot langchain vectorstore
Language:Python 155
ynqa / faiss-server
faiss serving :)
cmake cpp docker faiss grpc grpc-python protobuf
Language:Python 134
coder / hnsw
In-memory vector index for Go
ai faiss go golang vector-database
Language:Go 133
ewfian / faiss-node
Node.js bindings for faiss
faiss approximate-nearest-neighbor-search javascript machine-learning nodejs npm similarity-search typescript underdevelopment
Language:C++ 122
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 114
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。
baichuan bge-large-en chatglm faiss langchain python3 qianwen text2vec rag
Language:Python 112
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 109
waltyou / faiss-web-service
A web service build on top of Facebook's Faiss
bow faiss image-search sift
Language:Python 93
safakan / TalkWithYourFiles
An LLM GUI application; enables you to interact with your files, offering dynamic parameters that can modify response behavior during runtime.
chunking dependency-inversion-principle docker embeddings factory-pattern faiss langchain openai openai-chatgpt python question-answering similarity-search strategy-pattern streamlit text-processing vectorstore
Language:Python 92
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 langgraph langgraph-python
Language:Python 86

faiss

milvus-io / milvus

chatchat-space / Langchain-Chatchat

SylphAI-Inc / AdalFlow

unum-cloud / usearch

athina-ai / rag-cookbooks

tensorchord / pgvecto.rs

alexpinel / Dot

asg017 / sqlite-vss

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

SkywalkerDarren / chatWeb

shibing624 / similarities

matsui528 / faiss_tips

ChunelFeng / caiss

fynnfluegge / codeqai

zilliztech / feder

codelion / adaptive-classifier

Aquila-Network / aquila

momegas / megabots

zilliztech / knowhere

MinishLab / vicinity

smalltong02 / keras-llm-robot

mamei16 / LLM_Web_search

plippe / faiss-web-service

Enet4 / faiss-rs

mechsihao / FaissSearcher

gopiashokan / AI-Resume-Analyzer-and-LinkedIn-Scraper-using-Generative-AI

jorge-armando-navarro-flores / chat_with_your_docs

ynqa / faiss-server

coder / hnsw

ewfian / faiss-node

aju22 / DocumentGPT

dynamiclu / Langchain-ChatBI

sb-ai-lab / HypEx

waltyou / faiss-web-service

safakan / TalkWithYourFiles

shamspias / langchain-chat