Getting Started with Graphiti and FalkorDB: A Practical Guide
July 17, 2025
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This post is a hands-on walkthrough for developers who want to get up and running with Graphiti and FalkorDB, fast.
Gal Shubeli
Gal is a Software and AI Engineer, leading the development of GraphRAG-SDK, a specialized toolkit for building Graph Retrieval-Augmented Generation (GraphRAG) systems. It integrates knowledge graphs, ontology management, and state-of-the-art LLMs to deliver accurate, efficient, and customizable RAG workflows.
Agents Without Memory Are Just Expensive Chatbots: Why Zep’s Graphiti Chose FalkorDB
July 3, 2025
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Graphiti now supports FalkorDB backend for multi-agent environments, addressing performance and isolation requirements in production AI agent deployments with sub-10ms queries.
How GraphRAG Outperforms Vector Search in Enterprise LLM Accuracy
April 7, 2025
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Diffbot’s KG-LM Benchmark showed GraphRAG outperforming vector RAG 3.4x. FalkorDB’s 2025 SDK pushes that to 90%+ accuracy for schema-heavy enterprise queries.
Why the KPMG AI Report Demands GraphRAG for Enterprise AI
March 20, 2025
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The latest KPMG AI Report highlights data quality and privacy as major roadblocks. Discover why GraphRAG is essential for enterprise AI agents.
VectorRAG vs GraphRAG: Technical Challenges in Enterprise Generative AI
March 16, 2025
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A technical deep-dive comparing VectorRAG vs GraphRAG architectures across 10 critical engineering dimensions, helping AI architects make data-driven decisions for enterprise generative AI implementations.
A Guide to Implementing a GraphRAG Workflow Using FalkorDB, LangChain and LangGraph
March 12, 2025
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Discover how to implement GraphRAG using FalkorDB’s hybrid query capabilities combined with LangChain and LangGraph to build AI systems that leverage both graph relationships and semantic search.
Build AI Agents with Memory: LangChain + FalkorDB
March 3, 2025
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Learn to build AI agents with memory using LangChain and FalkorDB. This integration enables context-aware AI applications, leveraging graph databases for enhanced capabilities.
Streamline Document Processing Pipelines with FalkorDB’s String Loader
February 12, 2025
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Process documents directly using our string loader feature. Integrate LangChain and LlamaIndex to chunk and load data, building tailored knowledge graphs.
New Release: GraphRAG-SDK 0.5 – Simplifying Knowledge Graph Integration for LLMs
January 27, 2025
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GraphRAG-SDK 0.5 simplifies knowledge graph workflows—auto-load ontologies, connect to LLMs, and query your data with ease. No manual ontology setup needed.
Reducing High GraphRAG Indexing Costs: Strategies for Efficient Graph Database Management
January 20, 2025
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Explore practical methods to reduce GraphRAG Indexing Costs, including query optimization, efficient indexing techniques, and scalable LLM integration for graph databases.