Revolutionizing SEC Document Analysis 🚀 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 🚀🚀🚀 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? 🤔
📑 Intuitive Chat Interface: On the left, you chat. On the right, you see the original SEC document. You ask, we answer.
🤖 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.
🔎 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.
🤝 Unified Analysis: Pose questions that span across multiple documents. Our chat engine synthesizes data from all selected filings to craft a comprehensive, accurate response.
📈 Precision Metrics: Partnered with premium financial data providers, we ensure your quantitative queries are met with historically precise financial figures.
🚫 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:
- 🦙 LlamaIndex
- 🤖 OpenAI (gpt-3.5-turbo)
- 🏃♂️FastAPI + PostgreSQL
- ▲ 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 💬🎉
Happy Analyzing!
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