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@AYi_AInotes: https://x.com/AYi_AInotes/status/2069399806502453264

X AI KOLs Timeline · 8h ago Cached

A beginner-friendly tutorial on how to set up persistent memory for an AI Agent in 30 minutes, using the open-source EverOS tool to store memory as editable Markdown files, without requiring Docker or vector database clusters.

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@yyyole: Agent memory entrepreneurship is booming! Many teams are working on it, with several mainstream approaches: The first, most brute-force: context expansion. The second, most common: RAG/vector database route, embedding historical content into a vector store for retrieval. The third is product-oriented: memory API route, packaging memory as an API for direct calls. Each approach has its clear pros and cons!

X AI KOLs Timeline · yesterday Cached

Introduces several mainstream approaches to Agent memory entrepreneurship, recommends the EverMind team's open-source project EverOS, which provides a Markdown-sourced local memory OS supporting dual-track memory, multimodal ingestion, and self-evolution capabilities.

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MD+HTML Reader

Product Hunt · yesterday

MD+HTML Reader allows users to review AI-generated Markdown and HTML in a focused workspace.

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@BlockInsight214: Before feeding papers, contracts, or scanned documents to AI, the hardest step is often "cleaning up the PDF." These open-source projects specialize in that: converting to Markdown/JSON, ready for RAG or agents. ① MarkItDown · Microsoft, Office/PDF/images to Markdown in one click...

X AI KOLs Timeline · yesterday Cached

Introduces five open-source tools (MarkItDown, MinerU, Docling, marker, surya) that convert PDFs, Office documents, etc., into Markdown or JSON for direct use with RAG or AI agents.

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@yanhua1010: https://x.com/yanhua1010/status/2068903967132991771

X AI KOLs Timeline · yesterday Cached

The author shares how to use the open-source framework EverOS to store Claude Code's conversation memories as local Markdown files and manage them in Obsidian, achieving cross-session memory persistence.

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@sdrzn: honestly impressive this 20 line markdown file has 45k stars on github shows how much alpha the right prompt can have

X AI KOLs Following · yesterday Cached

A 20-line markdown file has garnered 45,000 stars on GitHub, demonstrating the significant impact a well-crafted prompt can have.

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Giving a local agent web access without paid search/scrape APIs: SearXNG + Scrapling

Reddit r/LocalLLaMA · 3d ago

Describes a self-hosted solution for giving a local AI agent web access using SearXNG for search and Scrapling + Trafilatura for page extraction, avoiding paid APIs.

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@yunxi0623: https://x.com/yunxi0623/status/2068171252595147166

X AI KOLs Timeline · 3d ago Cached

Introduces how to use Obsidian and Claude Code to build a local AI knowledge base, by creating folder structures, writing CLAUDE.md rule files, and step-by-step importing and organizing materials, to achieve long-term portable personal knowledge management.

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@jerryjliu0: It's kind of crazy how well LiteParse does on markdown document parsing even compared against frontier VLMs - when it d…

X AI KOLs Following · 4d ago Cached

LiteParse is a fast, open-source document parser that outperforms some frontier VLMs on markdown parsing without using AI models. It is available in multiple languages and platforms, and is developed by LlamaIndex.

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@Saboo_Shubham_: Google just introduced Open Knowledge Format. An open standard for the context AI agents need based on Karpathy's LLM w…

X AI KOLs Following · 4d ago Cached

Google announced the Open Knowledge Format, an open standard based on Karpathy's LLM wiki concept, designed to provide context for AI agents using simple markdown files.

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Show HN: Pagecast – Publish Markdown/HTML Reports to Cloudflare Pages

Hacker News Top · 5d ago Cached

Pagecast is a local-first tool for previewing and publishing Markdown/HTML reports to Cloudflare Pages, with features like password protection and agent integration.

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@llama_index: LiteParse v2.1 is here, and its bringing the fastest markdown output possible. In this release, we are fulfilling our t…

X AI KOLs Following · 5d ago Cached

LiteParse v2.1 is released, delivering the fastest LLM-free PDF-to-markdown conversion with top benchmark scores among model-free tools.

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Emacs 31 Is Around the Corner: The Changes I'm Daily Driving

Hacker News Top · 5d ago Cached

Emacs 31 is approaching with improvements like simpler tree-sitter setup and a built-in markdown-ts-mode. The article details features the author has been using from the development branch, highlighting reduced configuration overhead.

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@noisyb0y1: ANDREJ KARPATHY JUST KILLED THE $500/MONTH RAG SETUP - HIS OBSIDIAN SYSTEM DOES THE SAME THING FOR FREE Karpathy built …

X AI KOLs Timeline · 6d ago Cached

Andrej Karpathy demonstrates a free Obsidian-based knowledge management system that replaces costly RAG setups using Claude Code and markdown file structure, handling thousands of documents with minimal tool calls.

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@DanKornas: Your Markdown notes are useful until the answer spans five files. Kwipu is a local Graph RAG system for people who keep…

X AI KOLs Timeline · 2026-06-16 Cached

Kwipu is a new open-source local Graph RAG system that indexes Markdown and Obsidian notes into a property graph, enabling natural-language queries with hybrid retrieval and supporting local LLMs via Ollama.

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I made a tool to convert OpenAPI V3 specifications into AI Skill

Reddit r/AI_Agents · 2026-06-16

A developer tool that converts OpenAPI V3 specifications (from URL or file) into AI agent skill markdown files, enabling efficient API interaction with reduced token usage.

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@eng_khairallah1: https://x.com/eng_khairallah1/status/2066437136354545981

X AI KOLs Timeline · 2026-06-15 Cached

A comprehensive guide to building a self-running second brain using a swarm of 300 AI agents within Obsidian, processing raw notes and articles overnight into organized knowledge without cloud dependency.

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@mylifcc: Recently while working on Agent memory and personal knowledge systems, I discovered this project obsidian-wiki, so fitting! It brings Andrej Karpathy's LLM Wiki pattern to Obsidian: enabling AI Agents to autonomously inges…

X AI KOLs Timeline · 2026-06-15 Cached

This tweet introduces the obsidian-wiki project, which implements Andrej Karpathy's LLM Wiki pattern on Obsidian, allowing AI Agents to autonomously ingest multi-source knowledge and organize it into a wikilink-interconnected markdown knowledge base. It supports Delta incremental updates and source attribution (provenance), and has built-in features like query, audit, graph export, etc. Currently at 2k stars.

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Introducing the Open Knowledge Format (9 minute read)

TLDR AI · 2026-06-15 Cached

Google Cloud introduces the Open Knowledge Format (OKF), an open specification for representing metadata and curated knowledge in markdown files to improve data sharing and context for AI agents. The format aims to make knowledge from fragmented internal systems portable and interoperable.

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@liulangtutu: https://x.com/liulangtutu/status/2066300419148578924

X AI KOLs Timeline · 2026-06-14 Cached

Introduces a workflow that uses Hermes and Obsidian to automatically organize chat highlights using AI and sync them to a local knowledge base, solving the problem of chat records being hard to accumulate.

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