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Making Financial Data LLM-Friendly
Extending the data warehouse with SEC EDGAR fundamentals, normalizing XBRL taxonomy chaos, and laying the ground for a token-efficient API that agents can actually use.
Blog
A log of experiments, projects, and ideas exploration.
Extending the data warehouse with SEC EDGAR fundamentals, normalizing XBRL taxonomy chaos, and laying the ground for a token-efficient API that agents can actually use.
A side quest into Vertex AI, Supabase, and the art of forcing a language model to be actually useful. An AI-powered essay grader.
You shouldn't build bots on free API tiers. How to avoid hitting rate limits by architecting a persistent data layer to feed data processing pipelines. Ingest once, serve forever. Localizing the market history.
This blog posts explains why there are blog posts here.