Langchain-Chatchat（原Langchain-ChatGLM, Qwen 与 Llama 等）基于 Langchain 与 ChatGLM 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

A cloud-native vector database, storage for next generation AI applications

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

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

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

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

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

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.

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。

Some useful tips for faiss

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 !

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

Local first semantic code search and chat powered by vector embeddings and LLMs

Visualize hnsw, faiss and other anns index

🤖 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 🫵

A web service build on top of Facebook's Faiss

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.

Rust language bindings for Faiss

a common faiss searcher

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