knowledge-graph
Build Real-Time Knowledge Graphs for AI Agents.
Graphiti is a Python framework for building temporally-aware knowledge graphs designed for AI agents. It enables real-time incremental updates to knowledge graphs without batch recomputation, making it suitable for dynamic environments where relationships and information evolve over time.
AI Assistant. Knowledge Graph based RAG built with TiDB Serverless Vector Storage and LlamaIndex.
An open source GraphRAG (Knowledge Graph) built on top of TiDB Vector and LlamaIndex and DSPy. pingcap/autoflow is a Graph RAG based and conversational knowledge base tool built with TiDB Serverless Vector Storage.
The GraphRAG project is a data pipeline and transformation suite that is designed to extract meaningful, structured data from unstructured text using the power of LLMs.
GraphRAG is a structured, hierarchical approach to Retrieval Augmented Generation (RAG), as opposed to naive semantic-search approaches using plain text snippets. The GraphRAG process involves extracting a knowledge graph out of raw text, building a community hierarchy, generating summaries for these communities, and then leveraging these structures when perform RAG-based tasks.
A Knowledge Graph Brain for World Wide Web Surfers. A Customizable AI Research Agent just like NotebookLM or Perplexity, but connected to external sources such as search engines (Tavily, LinkUp), Slack, Linear, Notion, YouTube, GitHub and more.
SurfSense is like a Knowledge Graph Brain 🧠for anything you see (Social Media Chats, Calender Invites, Important Mails, Tutorials, Recipies and anything ) on the World Wide Web.
Cayley is an open-source graph inspired by the graph database behind Freebase and Google's Knowledge Graph.
Its goal is to be a part of the developer's toolbox where Linked Data and graph-shaped data (semantic webs, social networks, etc) in general are concerned.