This workshop covers the entire process of using Milvus—from installation and basic concepts to core operations and practical applications. Combining theoretical explanations with extensive hands-o…

[SIGMOD 2024] RaBitQ: Quantizing High-Dimensional Vectors with a Theoretical Error Bound for Approximate Nearest Neighbor Search

URL to Any - An All-in-One Web Content Conversion Tool

VTS is a tool designed for the transformation and transportation of vectors and unstructured data.

Meta-Chunking: Learning Efficient Text Segmentation via Logical Perception

Benchmark for vector databases.

📚 从零开始的向量数据库原理与实践教程，在线阅读地址：https://datawhalechina.github.io/easy-vecdb/

ZetTa Reticula: Open-Vocabulary Retrieval-Enhanced Multi-Modal Unsupervised AI4DB tool using EinsteinDB.

distributed, hardware-agnostic, inference, and quantization.

Implementation of my RAG system that won all categories in Enterprise RAG Challenge 2

Auto Extractor Module

使用Docker Stack搭建Milvus向量数据库集群

AgentChat 是一个基于 LLM 的智能体交流平台，内置默认 Agent 并支持用户自定义 Agent。通过多轮对话和任务协作，Agent 可以理解并协助完成复杂任务。项目集成 LangChain、Function Call、MCP 协议、RAG、Memory、Milvus 和 ElasticSearch 等技术，实现高效的知识检索与工具调用，使用 FastAPI 构建高性能后端服务。

A simple, easy-to-hack GraphRAG implementation

Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search

FastGPT is a knowledge-based platform built on the LLMs, offers a comprehensive suite of out-of-the-box capabilities such as data processing, RAG retrieval, and visual AI workflow orchestration, le…