:HUGO_URL: https://quantcodedenny.com/posts/llm-tools/

0 Intro

This tool empowers engineers to automate stock sentiment analysis with precision and speed.

It combines two core capabilities: parsing recent news headlines to extract market sentiment and insights, and parsing SEC filings to surface key financial and risk information. Both streams are fed into a configurable LLM pipeline, allowing you to run fast local tests with lightweight models or perform high-accuracy production analysis. Designed for modularity and reuse, it integrates seamlessly into your workflows—turning raw data into actionable insights without manual reading.