Data & Knowledge
Tools for data and knowledge work: knowledge graphs, memory layers, retrieval, and the systems that give AI applications durable, queryable context.
95 articles
Data & Knowledge
tlsx: How ProjectDiscovery Built a TLS Scanner That Handles 300 Concurrent Connections
Data & Knowledge
Secrets-Patterns-DB: The Open-Source Pattern Library Powering Secret Detection at Scale
Data & Knowledge
Building Your Own Secrets Scanner: Inside EarlyBird's Pattern-Matching Architecture
Data & Knowledge
LangChain: The Modular Framework Powering Production LLM Applications
Data & Knowledge
Force-Graph: Why Canvas Beats the DOM for Network Visualization
Data & Knowledge
PrivateGPT: Building Production RAG Pipelines That Keep Your Documents Off Someone Else's Servers
Data & Knowledge
Mem0: Building a Universal Memory Layer for AI Agents That Actually Remembers
Data & Knowledge
The 6,400-Star GitHub Repository That's Actually a Privacy To-Do List
Data & Knowledge
Flower: Building Federated Learning Systems Without Reinventing Privacy Infrastructure
Data & Knowledge
Qdrant: Why Rust Powers the Most Flexible Vector Database for Production AI
Data & Knowledge
Chroma: The Vector Database That Doesn't Make You Think About Vectors
Data & Knowledge
Graphlet AI: Building Billion-Node Knowledge Graphs with PySpark's Delta Architecture
Data & Knowledge
GraphFrames: Why Apache Spark's DataFrame-Based Graph Library Beats GraphX for Production Pipelines
Data & Knowledge
Inside the AI Agent Tooling Ecosystem: A Map of the Fragmented SDK Landscape
Data & Knowledge
Building Photorealistic Avatars from Audio: Inside Meta's Audio2Photoreal Pipeline
Data & Knowledge
LangGraph: Why Graph-Based Agent Orchestration Beats Autonomous Loops
Data & Knowledge
PaperQA2: How an Agentic RAG System Achieves Superhuman Performance on Scientific Literature
Data & Knowledge
Building Knowledge Graphs from Conversations: Inside MindGraph's Schema-Driven Architecture
Data & Knowledge
Inside RAGET: How Giskard Automates RAG System Testing with Generated Test Cases
Data & Knowledge
VQASynth: Teaching Vision Models Spatial Reasoning Without Measuring a Single Distance
Data & Knowledge
Building Semantic OSINT Pipelines with GPT Embeddings and Vector Search
Data & Knowledge
27,000 Developers Can't Be Wrong: Inside the RAG Techniques Repository That's Redefining Retrieval-Augmented Generation
Data & Knowledge
LlamaCloud Services: The TypeScript SDK for LLM-Ready Document Parsing (Now Deprecated)
Data & Knowledge