Comprehensive Introduction GraphRAG-Dify is an open source project designed to combine GraphRAG and Dify technology to quickly create and deploy AI Agent.The project utilizes FastAPI and Uvicorn for service building , and supports DSL import , which makes it easy for users to integrate and use in real applications. Function List Create ...
General Introduction AutoFlow is an open source tool developed by PingCAP to build graph-based knowledge bases with TiDB serverless vector storage. It integrates LlamaIndex and DSPy framework to support complex dialog search and knowledge graph editing. Users can use a simple JavaScript surrogate...
Enable Builder Smart Programming Mode, unlimited use of DeepSeek-R1 and DeepSeek-V3, smoother experience than the overseas version. Just enter the Chinese commands, even a novice programmer can write his own apps with zero threshold.
Introduction GraphRAG (Graph Structure Based Retrieval Enhanced Generation) is an advanced retrieval and generation method. It combines the advantages of graph data structures with the capabilities of Large Language Models (LLMs) to overcome some of the limitations of traditional RAG systems. https://github.com/adithya-s-k/AI-Engi...
Comprehensive Introduction Knowledge Table (Knowledge Table) is an open source project designed to simplify the process of extracting and exploring structured data from unstructured documents. Users can create structured knowledge representations such as tables and graphs through a natural language query interface. The tool supports customization of extraction rules and formats...
Comprehensive Introduction OpenSPG is an open source knowledge graph engine developed by Ant Group in collaboration with OpenKG, based on the SPG (Semantic Augmented Programmable Graph) framework. The engine is designed to provide features such as explicit semantic representation, logical rule definition and operational framework to support the construction and management of domain knowledge graphs.OpenSPG combines...
A nice tool for building incremental knowledge graphs based on LLM: itext2kg iText2KG Plug and play, suitable for a variety of scenarios, such as graph conversion of scientific papers, websites, resumes, with better performance than the existing baseline Features: 1. You can continually update the knowledge graph based on new documents, and integrate the new information into the already...
General Introduction Kotaemon is an open source document Q&A tool designed to provide end-users and developers with Q&A capabilities based on Retrieval Augmented Generation (RAG). Developed by Cinnamon, the project supports a variety of LLM API providers (e.g. OpenAI, AzureOpenAI, Cohere, etc.) as well as native...
General Introduction Cognee is a reliable data layer solution designed for AI applications and AI agents. Designed to load and build LLM (Large Language Model) contexts to create accurate and interpretable AI solutions through knowledge graphs and vector stores. The framework facilitates cost-saving, interpretable and user...
Project address: https://github.com/topoteretes/cognee/ Original text You are a top-tier algorithm designed for extracting information in structured formats to build a knowledge graph. - **Nodes** re...
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