10-K Filing Analysis Using LLM
Using large language models to extract key information from 10-K filings.
Overview
Developed a platform to analyze and summarize 10-K filings using advanced language models.
Links:
Features
- Models: Fine-tuned MixRank-BERT for extracting relevant information.
- Frameworks: Used OpenRouter API, Streamlit, and Python for implementation.
- Output: Generated concise summaries and visual insights from financial filings.
Current Status
- Expanding functionality to analyze filings from other financial domains.
- Optimizing the platform for speed and scalability.