faiss · GitHub Topics

#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...

chatglm langchain 大语言模型 knowledge-base llama 聊天机器人 ChatGPT embedding faiss fastchat gpt milvus Streamlit chatchat langchain-chatglm qwen rag retrieval-augmented-generation xinference ollama

TypeScript 34.07 k

3 个月前

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

anns nearest-neighbor-search faiss vector-search image-search hnsw vector-database embedding-database embedding-store vector-store vector-similarity embedding-similarity distributed Go 大语言模型 cloud-native diskann rag

Go 33.15 k

1 小时前

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 rag generative-ai 机器学习自然语言处理 Python retriever 人工智能聊天机器人 information-retrieval question-answering summarization bm25 faiss reranker optimizer trainer

Python 2.87 k

1 天前

unum-cloud / usearch

#搜索#Fast Open-Source Search & Clustering engine × for Vectors & 🔜 Strings × 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 数据库 faiss 搜索引擎 WebAssembly clustering nearest-neighbor-search recommender-system semantic-search full-text-search fuzzy-search text-search image-search

C++ 2.58 k

1 个月前

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 vector vector-database faiss nearest-neighbor-search gpt ChatGPT Hacktoberfest Rust PostgreSQL

Rust 1.95 k

14 天前

asg017 / sqlite-vss

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

SQLite sqlite-extension vector-search faiss

C++ 1.82 k

10 个月前

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 chromadb faiss langchain 大语言模型 llms openai pinecone Python qdrant rag 教程 weaviate

Jupyter Notebook 1.76 k

23 天前

alexpinel / Dot

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

embeddings 大语言模型 local rag standalone standalone-app document-chat faiss langchain privategpt llamacpp 自托管 tts whisper-cpp

JavaScript 1.75 k

3 个月前

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

cpu cpu-inference 深度学习 faiss langchain large-language-models 大语言模型机器学习自然语言处理 Python sentence-transformers transformers ChatGPT language-models llama llama-2

Python 961

1 年前

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.

ChatGPT embedding gpt-35-turbo openai pgvector PostgreSQL vector-database faiss 人工智能 gpt 爬虫 docx pdf

Python 902

9 个月前

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 PyTorch matching text-matching bm25 similarity similarity-search image-search faiss 搜索引擎

Python 835

4 个月前

matsui528 / faiss_tips

Some useful tips for faiss

faiss approximate-nearest-neighbor-search nearest-neighbor-search

Shell 616

1 年前

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 !

faiss ann 人工智能 similarity-search hnsw 自然语言处理聊天机器人搜索引擎深度学习

C++ 538

2 年前

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

faiss langchain llamacpp 大语言模型 openai huggingface llama2 gpt sentence-transformers codellama ollama

Python 461

24 天前

zilliztech / feder

Visualize hnsw, faiss and other anns index

faiss milvus hnsw 可视化

Jupyter Notebook 424

2 年前

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.

HTML 377

10 个月前

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 faiss gpt-35-turbo gpt-4 langchain llama pinecone prompt-engineering s3 FastAPI information-retrieval 自然语言处理 Python question-answering

Python 349

2 年前

MinishLab / vicinity

Lightweight Nearest Neighbors with Flexible Backends

embeddings vector-database 人工智能 Python faiss hnsw hnswlib

Python 258

10 天前

smalltong02 / keras-llm-robot

#大语言模型#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.

聊天机器人 ChatGPT faiss fastchat gemini knowledgebase 大语言模型 milvus multimodal pgvector rag speech-to-text Streamlit text-to-speech vectorization code-interpreter

Python 242

2 个月前

mamei16 / LLM_Web_search

#大语言模型#An extension for oobabooga/text-generation-webui that enables the LLM to search the web using DuckDuckGo

大语言模型 llms ChatGPT faiss gpt langchain DuckDuckGo rag

Python 227

2 天前