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集合主题趋势排行榜
#

faiss

Website
Wikipedia
milvus-io/milvus
https://static.github-zh.com/github_avatars/milvus-io?size=40
milvus-io / milvus

#向量搜索引擎#Milvus 是一款开源的、针对海量特征向量的相似性搜索引擎

annsnearest-neighbor-searchfaissvector-searchimage-searchhnswvector-databaseembedding-databaseembedding-storevector-storevector-similarityembedding-similaritydistributedGo大语言模型cloud-nativediskannrag
Go 35.37 k
5 小时前
https://static.github-zh.com/github_avatars/chatchat-space?size=40
chatchat-space / Langchain-Chatchat

#大语言模型#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 Ll...

chatglmlangchain大语言模型knowledge-basellama聊天机器人ChatGPTembeddingfaissfastchatgptmilvusStreamlitchatchatlangchain-chatglmqwenragretrieval-augmented-generationxinferenceollama
TypeScript 35.29 k
3 个月前
https://static.github-zh.com/github_avatars/Olow304?size=40
Olow304 / memvid

#自然语言处理#Video-based AI memory library. Store millions of text chunks in MP4 files with lightning-fast semantic search. No database needed.

人工智能contextembeddedfaissknowledge-baseknowledge-graph大语言模型机器学习memory自然语言处理offline-firstOpenCVPythonragretrieval-augmented-generationsemantic-searchvector-databasevideo-processing
Python 7.77 k
10 天前
https://static.github-zh.com/github_avatars/SylphAI-Inc?size=40
SylphAI-Inc / AdalFlow

#自然语言处理#AdalFlow: The library to build & auto-optimize LLM applications.

agent框架大语言模型raggenerative-ai机器学习自然语言处理Pythonretriever人工智能聊天机器人information-retrievalquestion-answeringsummarizationbm25faissrerankeroptimizertrainerauto-prompting
Python 3.32 k
3 个月前
unum-cloud/usearch
https://static.github-zh.com/github_avatars/unum-cloud?size=40
unum-cloud / usearch

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

kannvector-searchapproximate-nearest-neighbor-searchsimdsearchsimilarity-search数据库faiss搜索引擎WebAssemblyclusteringnearest-neighbor-searchrecommender-systemsemantic-searchfull-text-searchfuzzy-searchtext-searchimage-search
C++ 2.79 k
3 天前
https://static.github-zh.com/github_avatars/tensorchord?size=40
tensorchord / pgvecto.rs

#大语言模型#Scalable, Low-latency and Hybrid-enabled Vector Search in Postgres. Revolutionize Vector Search, not Database.

大语言模型vectorvector-databasefaissnearest-neighbor-searchgptChatGPTHacktoberfestRustPostgreSQL
Rust 2.06 k
4 个月前
https://static.github-zh.com/github_avatars/athina-ai?size=40
athina-ai / rag-cookbooks

#大语言模型#This repository contains various advanced techniques for Retrieval-Augmented Generation (RAG) systems.

人工智能chromadbfaisslangchain大语言模型openaipineconePythonqdrantrag教程weaviate
Jupyter Notebook 1.95 k
4 个月前
https://static.github-zh.com/github_avatars/asg017?size=40
asg017 / sqlite-vss

#向量搜索引擎#A SQLite extension for efficient vector search, based on Faiss!

SQLitesqlite-extensionvector-searchfaiss
C++ 1.87 k
1 年前
alexpinel/Dot
https://static.github-zh.com/github_avatars/alexpinel?size=40
alexpinel / Dot

#大语言模型#Text-To-Speech, RAG, and LLMs. All local!

embeddings大语言模型localragstandalonestandalone-appdocument-chatfaisslangchainprivategptllamacpp自托管ttswhisper-cpp
JavaScript 1.8 k
6 个月前
https://static.github-zh.com/github_avatars/milvus-io?size=40
milvus-io / pymilvus

Python SDK for Milvus Vector Database

annsPythonmilvusfaissvector-database
Python 1.2 k
2 天前
https://static.github-zh.com/github_avatars/kennethleungty?size=40
kennethleungty / Llama-2-Open-Source-LLM-CPU-Inference

#自然语言处理#Running Llama 2 and other Open-Source LLMs on CPU Inference Locally for Document Q&A

cpucpu-inference深度学习faisslangchainlarge-language-models大语言模型机器学习自然语言处理Pythonsentence-transformerstransformersChatGPTlanguage-modelsllamallama-2
Python 962
2 年前
https://static.github-zh.com/github_avatars/SkywalkerDarren?size=40
SkywalkerDarren / chatWeb

#网络爬虫#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.

ChatGPTembeddinggpt-35-turboopenaipgvectorPostgreSQLvector-databasefaiss人工智能gpt爬虫docxpdf
Python 906
1 年前
https://static.github-zh.com/github_avatars/shibing624?size=40
shibing624 / similarities

#搜索#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。

自然语言处理深度学习PyTorchmatchingtext-matchingbm25similaritysimilarity-searchimage-searchfaiss搜索引擎
Python 855
8 个月前
https://static.github-zh.com/github_avatars/matsui528?size=40
matsui528 / faiss_tips

Some useful tips for faiss

faissapproximate-nearest-neighbor-searchnearest-neighbor-search
Shell 622
2 年前
https://static.github-zh.com/github_avatars/ChunelFeng?size=40
ChunelFeng / caiss

#搜索#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 !

faissann人工智能similarity-searchhnsw自然语言处理聊天机器人搜索引擎深度学习
C++ 541
3 年前
https://static.github-zh.com/github_avatars/fynnfluegge?size=40
fynnfluegge / codeqai

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

faisslangchainllamacpp大语言模型openaihuggingfacellama2gptsentence-transformerscodellamaollama
Python 481
4 个月前
https://static.github-zh.com/github_avatars/zilliztech?size=40
zilliztech / feder

Visualize hnsw, faiss and other anns index

faissmilvushnsw可视化
Jupyter Notebook 442
2 年前
https://static.github-zh.com/github_avatars/Aquila-Network?size=40
Aquila-Network / aquila

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

similarity-searchknn-searchinformation-retrievalvector-databaseapproximate-nearest-neighbor-search搜索引擎nearest-neighbor-searchembeddingvideo-searchimage-searchretrievalfaissneural-search
HTML 377
1 年前
https://static.github-zh.com/github_avatars/momegas?size=40
momegas / megabots

#自然语言处理#🤖 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 🫵

聊天机器人faissgpt-35-turbogpt-4langchainllamapineconeprompt-engineerings3FastAPIinformation-retrieval自然语言处理Pythonquestion-answering
Python 349
2 年前
https://static.github-zh.com/github_avatars/MinishLab?size=40
MinishLab / vicinity

Lightweight Nearest Neighbors with Flexible Backends

embeddingsvector-database人工智能Pythonfaisshnswhnswlib
Python 289
15 天前
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