Atomic: AI-Augmented Semantic Knowledge Graph for Markdown
Atomic is a Rust-based tool that transforms markdown notes into an AI-augmented, searchable, and visually mapped knowledge graph.
Defending RAG Systems Against Knowledge Base Poisoning
Knowledge base poisoning is a persistent threat to RAG systems that is best countered by detecting semantic anomalies during the data ingestion process.
Autonomous AI Agent Breaches McKinsey’s Lilli Platform
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An autonomous AI agent hacked McKinsey’s internal AI platform in two hours, exposing millions of confidential records and highlighting the urgent need to secure the prompt layer.
Cloudflare Simplifies AI Data Ingestion with New Site-Wide Crawling API
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Cloudflare's new API endpoint simplifies website-wide data extraction by automating discovery and rendering into AI-friendly formats.
How OpenAI Built a Self-Correcting, Context-Rich Data Agent
An internal, context-rich, self-correcting AI agent now powers fast, reliable data analysis across OpenAI’s vast data stack.
Onyx: Open-source enterprise chat UI for any LLM with RAG, tools, and deep research
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Onyx is an open-source, enterprise-ready chat UI for any LLM that pairs a polished UX with deep tool and deployment capabilities to replace proprietary chat products.
From Retrieval to Navigation: Agents Will Eclipse RAG
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As context windows explode, agentic navigation replaces RAG’s retrieval pipeline—shifting the focus from vector databases to smart agents that read and reason end-to-end.
Airweave: Open-source semantic search across all your apps for agents
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An open-source platform that connects to many apps and serves semantic search for agents via REST or MCP, with simple setup and SDKs.
ApeRAG: Production-Ready Multimodal GraphRAG with Agents and MCP
ApeRAG is a production-grade, multimodal GraphRAG platform with AI agents and MCP, built for hybrid retrieval and scalable K8s deployment.
GPT-5 Thinking Makes ChatGPT a Surprisingly Competent Research Assistant
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GPT-5 Thinking turns ChatGPT into a competent, mobile-friendly research agent that interleaves reasoning with web search and tools to deliver verifiable, deep results—provided you guide and sanity-check it.
LLMs Are Lossy Encyclopedias: Give Them Facts to Work With
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Use LLMs to act on provided facts, not as lossless sources of exact details.