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Show HN: Continual Learning with .md
I have a proposal that addresses long-term memory problems for LLMs when new data arrives continuously (cheaply!). The program involves no code, but two Markdown files.<p>For retrieval, there is a semantic filesystem that makes it easy for LLMs to search using shell commands.<p>It is currently a scrappy v1, but it works better than anything I have tried.<p>Curious for any feedback!
While addressing the high-growth problem of LLM long-term memory, the solution lacks a technical moat and appears to be a lightweight developer utility rather than a scalable enterprise platform. With no funding, an unknown team, and significant competition from established vector database providers, the project is currently a high-risk, early-stage experiment.