Popular GitHub Repositories for Milvus

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

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

Java version of LangChain

Dealing with all unstructured data, such as reverse image search, audio search, molecular search, video analysis, question and answer systems, NLP, etc.

The GUI 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.

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

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

PII Masker is an open-source tool for protecting sensitive data by automatically detecting and masking PII using advanced AI, powered by DeBERTa-v3. It provides high-precision detection, scalable performance, and a simple Python API for seamless integration into workflows, ensuring privacy compliance in various industries.

A lightweight, production-ready RAG (Retrieval Augmented Generation) library in Go.

??轻量、灵活、易上手的创作者工具箱，构建全自动化视频剪辑/混剪流水线

基于深度学习的商品推荐系统，高性能，可承受高并发，可跨平台

? 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

Build-An-LLM-RAG-Chatbot-With-LangChain-Python

Learn AI, ML, and NLP with interactive Jupyter Notebook tutorials.

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

Based on the large model development framework of langchain, LangGraph is integrated to create a scalable workflow architecture. RAG。基于langchain的大模型开发框架，集成LangGraph创建一个可扩展的工作流架构，RAG：结合检索向量知识库（Milvus），增强模型的知识检索能力，支持ChatGLM & OpenAI大语言

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 ?