Revolutionizing SEC Document Analysis π Built by LlamaIndex ( https://www.llamaindex.ai/ )
SEC Insights uses the Retrieval Augmented Generation (RAG) capabilities of LlamaIndex to answer questions about SEC 10-K & 10-Q documents.
This project has been open-sourced on Github so you can kickstart your own RAG projects!
https://github.com/run-llama/sec-insights/
Congratulations on the launch! Looking forward to seeing what the product can do. I will be mindful to use it (for now) on desktop V.S. Mobile. Seems like this might be super useful when we want financial documentation without using a ton of internal resources!
Congrats on the launch πππ This is really handy since official government websites are really hard to work with and the AI is the game changer here, Can see this product be a daily tool for stock traders and similar professions
Hey Product Hunt!
Ever found yourself wading through SEC 10-K and 10-Q documents? Want insights but dread the complexity? Dive deep into filings without breaking a sweat! We present to you SEC Insights - a breakthrough web app that transforms tedious document analysis into intuitive chat-based conversations.
Why SEC Insights? π€
π Intuitive Chat Interface: On the left, you chat. On the right, you see the original SEC document. You ask, we answer.
π€ Smart AI-Powered Analysis: Ask questions about any content in your chosen set of documents, and our state-of-the-art AI fetches the answer.
π Transparent Processing: Curious how the AI arrives at its conclusion? We've got you covered. View real-time intermediary steps as the AI reads and responds.
π€ Unified Analysis: Pose questions that span across multiple documents. Our chat engine synthesizes data from all selected filings to craft a comprehensive, accurate response.
π Precision Metrics: Partnered with premium financial data providers, we ensure your quantitative queries are met with historically precise financial figures.
π« Disclaimers:
- Currently, SEC Insights does not support mobile usage. We're refining the experience for our phone users, so stay tuned!
- While we currently support a hand selected set of SEC documents for high profile companies, we are working to expand this to all SEC documents and even user uploaded documents!
- While we are a tool for SEC document analysis, interactions with our application do not constitute professional financial advice! Please consult a certified CPA before taking any financial actions.
How It Works:
1. Select your desired SEC filings from a pool of high-profile companies.
2. Chat Away! Begin asking questions about your chosen documents.
3. Insights in Seconds: Let our AI bring forward key information and insights from the dense documents.
Use Cases:
- Equity analysts wanting a quick overview.
- Students diving into financial document analysis.
- Professionals needing insights without deep-diving.
Important Notice: While SEC Insights is a powerful tool for understanding SEC documents, it does not provide financial advice. Always consult a professional CPA before making any financial decisions.
Tech Stack:
- π¦ LlamaIndex
- π€ OpenAI (gpt-3.5-turbo)
- πββοΈFastAPI + PostgreSQL
- β² Next.js + Tailwind CSS
Come explore SEC Insights and redefine the way you analyze SEC documents. Waiting to hear your feedback at hi@secinsights.ai π¬π
Happy Analyzing!
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