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

Semantic cache for LLMs. Fully integrated with LangChain and llama_index.

Towhee is a framework that is dedicated to making neural data processing pipelines simple and fast.

Python SDK for Milvus.

Akcio is a demonstration project for Retrieval Augmented Generation (RAG). It leverages the power of LLM to generate responses and uses vector databases to fetch relevant documents to enhance the quality and relevance of the output.

Radient turns many data types (not just text) into vectors for similarity search, clustering, regression analysis, and more.

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.

Open Source, Cloud Native, RESTful Search Engine Powered by Neural Networks

This repository is for Milvus technical documentation update and maintenance. Visit Milvus.io for fully rendered technical documents.

Framework for benchmarking fully-managed vector databases

🤖 Sam-assistant is a personal assistant that is designed to understand your documents, search the internet, and in future versions, create and understand images, and communicate with you. It is built in Python, mainly using Langchain and implements most of Langchain

Explore Multiple Vector Databases and chat with documents on Multiple LLM models, private LLM models

A Web Crawler based on LLMs implemented with Ray and Huggingface. The embeddings are saved into a vector database for fast clustering and retrieval

picture search by picture,resnet,milvus

Face registration and recognition system built with Docker, Uvicron+Fastapi, Milvus, Redis, and mariadb-mysql

This project use PANNs for audio tagging and sound event detection, and finally get audio embeddings. Then Milvus is used to search the similarity audio items.

BigBertha is an architecture design that demonstrates how automated LLMOps (Large Language Models Operations) can be achieved on any Kubernetes cluster using open source container-native technologies 🌟

Recognize faces and objects in the video based on Milvus.

the small distributed language model toolkit; fine-tune state-of-the-art LLMs anywhere, rapidly