Building a Personal Knowledge Management (PKM) system

Stop just reading—start compounding your knowledge. Here is how LLMs are transforming the "Second Brain." Building a Personal Knowledge Management (PKM) system is no longer about manual filing. By leveraging frontier LLMs, we can now automate the ingestion of articles, papers, and datasets into a structured Markdown wiki. Using Obsidian as the frontend, research becomes a continuous process of autonomous indexing, summarization, and connection-finding. Key Workflow Insights: Data Ingest: Automated indexing of raw documents and images. AI-Managed Wiki: Incremental compilation with zero manual intervention. Complex Queries: Autonomous research agents that query hundreds of articles. Visual Output: Auto-generated slide presentations (Marp) and data visualizations. As repositories grow, the future lies in synthetic data and fine-tuning to internalize this knowledge directly into model weights. #LearnByDoingWithSteven #SecondBrain #Obsidian #PersonalKnowledgeManagement #AI #LLM #Productivity #KnowledgeBase #DataScience #AIAgents All my links: https://linktr.ee/learnbydoingwithsteven