https://sudonull.com/persistent-memory-ngt-memory-for-llm
NGT Memory: memory module for LLM with association graph, profile and 94% accuracy on tests. Docker, REST API, experiments. Deploy for chat-bots without external DBs.
Search Articles — Sudonull
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In this project
https://sudonull.com/graph-instead-of-rag-for-regulatory-documents
Why vector search breaks on regulations: from flat chunks to graph of nodes and links. Multi-mode retrieval, terms, mandatory context. For middle/senior dev. Learn more.
https://sudonull.com/graph-product-search-on-llm
LLM Graph Search Architecture for Complex Queries: Negations, Structures, Brands. Pipeline, Examples, Quality Assessment. For RAG System Developers — Implement in 10–15s.
https://sudonull.com/code-graph-dependency-and-complexity-analysis-in-large-projects
Learn how the code graph helps automate navigation through complex codebases, find hot spots, and assess the impact of changes. A practical guide for developers.
https://sudonull.com/project-graph-mcp-graph-for-ai-navigation
project-graph-mcp server builds a compressed code dependency graph for JS/TS/Python/Go. Metrics, Health Score, test checklists. Integration with agent pools. Learn how to set up.
From other projects
https://ymaho.com/the-graph-vs-chainlink-key-differences-in-web3-data
The Graph indexes on-chain data; Chainlink brings off-chain data to smart contracts. Learn how they work and why they're complementary, not competitors.
https://ymaho.com/ai-predicts-brain-cancer-without-biopsy-using-pet-ct
Multimodal AI model based on graph neural networks analyzes PET/CT and predicts glioma mutations with >95% accuracy. Non-invasive diagnosis without biopsy. Learn more.
From the web
Graph database - Wikipedia
https://en.wikipedia.org/wiki/Graph_database
A graph database (GDB) is a database that uses graph structures for semantic queries with nodes, edges, and properties to represent and store data. [1] A key concept of the system is the graph (or …
GraphDB Downloads and Resources
https://graphdb.ontotext.com/
Semantic graph databases (also called RDF triplestores) provide the core infrastructure for solutions where modelling agility, data integration, relationship exploration and cross-enterprise data publishing …
What is Graph Database - Introduction - GeeksforGeeks
https://www.geeksforgeeks.org/dbms/what-is-graph-database/
Jul 12, 2025 · A graph database (GDB) is a database that uses graph structures for storing data. It uses nodes, edges, and properties instead of tables or documents to represent and store data.
What is a graph database - Getting Started
https://neo4j.com/docs/getting-started/graph-database/
A Neo4j graph database stores data as nodes, relationships, and properties instead of in tables or documents. This means you can organize your data in a similar way as when sketching ideas on a …
7 Best Graph Databases in 2026
https://www.puppygraph.com/blog/best-graph-databases
May 16, 2026 · A graph database is a specialized type of database management system that uses graph theory to store, represent, and query data. Unlike traditional relational databases that may struggle …
Graph Database Overview - Microsoft Fabric | Microsoft Learn
https://learn.microsoft.com/en-us/fabric/graph/graph-database
Jun 2, 2026 · What is a graph database? A graph database is a type of database that represents information as nodes (entities) and edges (relationships) instead of tables and rows. This structure …
Neo4j Graph Intelligence Platform
https://neo4j.com/
Visualize your data as graphs with our interactive tools. Spot patterns, refine queries, and explore relationships — no extra code required.
What is A Graph Database? A Beginner's Guide - DataCamp
https://www.datacamp.com/blog/what-is-a-graph-database
Oct 5, 2023 · Explore graph databases with our guide. Learn about their role in managing data relationships, compare them with relational databases, and discover use cases.
What is a graph database? - Google Cloud
https://cloud.google.com/discover/what-is-a-graph-database
What is a graph database? A graph-based NoSQL database (commonly called a graph database, or GDB) organizes data as nodes and edges, and is designed to represent and query relationships …
Top 10 Open Source Graph Databases in 2025 - GeeksforGeeks
https://www.geeksforgeeks.org/blogs/open-source-graph-databases/
Jul 23, 2025 · In this article, we will discuss what a graph database is, why it is used, and the 10 best open-source graph databases that businesses and developers could choose from.
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