Hi HN,
I've been using LLMs for one-off market questions against a database of earnings transcripts since ~2025. In tech years that's a long time so as a Solo dev I built a platform around it and have been adding miscellaneous other financial tools and integrations. Backend infrastructure is super boring! PostgreSQL & ElasticSearch, with the data appropriately sharded and replicated across two regions.
Some example requests:
"What did NVIDIA say about data-center demand on its last call?"
"Brief me on NVDA, AMD and AVGO before each market open"
"Notify me when AAPL moves more than 5% in a day."
The plugin is dependency-free Python and MIT licensed. The corpus, vector search and scheduled-agent service are hosted, so using them requires a free FN2 account. I’m particularly interested in whether people find the scheduled-research part useful, but the basic features are free with integrations for Claude Code, Hermes Agent, OpenClaw, etc. Thanks!
Comments URL: [https://news.ycombinator.com/item?id=49305190](https://news.ycombinator.com/item?id=49305190)
Points: 1