KnowledgeForge
Why This is an Opportunity
Karpathy just posted about using LLMs to build personal knowledge bases and it went mega-viral (24K likes, 5.8M views). Within 48 hours, Graphify (OSS) was built and got 5.4K likes. The demand is proven but no hosted SaaS version exists yet.
Key Pain Points
- •You have hundreds of saved articles, notes, and research papers but no way to see how they connect
- •Building a knowledge graph manually in Obsidian or Notion takes hours of tagging and linking
- •You forget what you know — information is scattered across 5+ tools with no unified search
- •LLMs hallucinate because they lack YOUR specific research context
Original Discovery
A SaaS tool that transforms any folder of documents, notes, articles, or research into a structured LLM knowledge base with an interactive knowledge graph. Point it at a folder, Notion workspace, or Google Drive and it ingests everything, identifies entities and relationships, builds a searchable knowledge graph, and provides both a chat interface and visual graph explorer.
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