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Self-improving, harness-agnostic memory layer for AI agents, backed by Neo4j — lifecycle hooks capture every session, MCP tools recall project memory, and an LLM extraction loop distills durable le…
Persistent Context Across Sessions for Every Agent – Captures everything your agent does during sessions, compresses it with AI, and injects relevant context back into future sessions. Works with C…
Library built for generating semantic layer graphs for query routing, query generation and data discovery
Incremental engine for long horizon agents 🌟 Star if you like it!
Official Code of Memento: Fine-tuning LLM Agents without Fine-tuning LLMs
Python package and backend for the Elysia platform app.
Repo ISWC-2023 Tekgen Corpus Submission
Graph Retriever Analysis and Performance Evaluation
Neo4j Labs Model Context Protocol servers
Neo4j graph construction from unstructured data using LLMs
Extract structured data from CUAD contracts using LangChain, build a knowledge graph, and query insights through a LangGraph agent - transforming legal agreements into actionable intelligence.
Extend the capabilities of your CrewAI agents with Tools
Supporting repository for the Essential GraphRAG book published by Manning
A collection of LlamaIndex Workflows-powered agents that convert natural language to Cypher queries designed to retrieve information from a Neo4j database to answer the question with included bench…
In this project I designed a knowledge graph focused on Napoleon's history. I built a RAG application using this data and improved the output of LLM using the relationship between nodes
ClinicalAgent: Clinical Trial Multi-Agent System with Large Language Model-based Reasoning. BCB '24: Proceedings of the 15th ACM International Conference on Bioinformatics, Computational Biology an…
Strwythura: construct an entity-resolved knowledge graph from structured data sources and unstructured content sources, implementing an ontology pipeline, plus context engineering for optimizing AI…
Retrieve, Read and LinK: Fast and Accurate Entity Linking and Relation Extraction on an Academic Budget (ACL 2024)
Get up and running with Kimi-K2.6, GLM-5.2, MiniMax, DeepSeek, gpt-oss, Qwen, Gemma and other models.
Convert PDF to markdown + JSON quickly with high accuracy
Knowledge graph construction and RAG demo using Diffbot and Neo4j
This repository shares end-to-end notebooks on how to use various Weaviate features and integrations!