There are 3 repositories under milvus topic.
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
🏆 零代码、全功能、强安全 ORM 库 🚀 后端接口和文档零代码,前端(客户端) 定制返回 JSON 的数据和结构。 🏆 A JSON Transmission Protocol and an ORM Library 🚀 provides APIs and Docs without writing any code.
Semantic cache for LLMs. Fully integrated with LangChain and llama_index.
Java version of LangChain
Towhee is a framework that is dedicated to making neural data processing pipelines simple and fast.
Dealing with all unstructured data, such as reverse image search, audio search, molecular search, video analysis, question and answer systems, NLP, etc.
腾讯 APIJSON 各种语言、各种框架 的 使用示例项目、上手文档、测试数据 SQL 文件 等。Demo projects with document and SQL files for Tencent APIJSON with different programming languages and different frameworks.
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, RAG, 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.
Use the universal VDF format for vector datasets to easily export and import data from all vector databases
Open Source, Cloud Native, RESTful Search Engine Powered by Neural Networks
Code from tutorials presented on the "Code AI with Rok" YouTube channel
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
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.
Explore Multiple Vector Databases and chat with documents on Multiple LLM models, private LLM models
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
This project use VGG model to get image embeddings. Then Milvus is used to search the similarity images.
Face registration and recognition system built with Docker, Uvicron+Fastapi, Milvus, Redis, and mariadb-mysql
A curated list of awesome Milvus projects and resources.
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 🌟
the small distributed language model toolkit; fine-tune state-of-the-art LLMs anywhere, rapidly
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.