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!
SEC Insights π
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
This looks like a great tool for anyone dealing with SEC filings. I have a couple of questions-
1. I see you are using multiple documents simultaneously to be analyzed. How are you managing context length in gpt? Are you using some vector dbs?
2. Are cross company queries possible?
@jasdeep_chhabra Hi Jasdeep, excellent set of questions!
1. Yes! We are making use of a vector DB to load relevant sections from each document and then using some of LlamaIndex's response synthesis modules to combine those sections together into a coherent response to the user's question.
2. Absolutely! We built this from the start to be able to answer questions that span across all the documents you've selected. You can try asking a question like "What are the common challenges faced by all of these companies?"
@secsamai That's great Sam! I also wanted to ask, Is the knowledge set of the chat interface only the uploaded SEC filings or is it also allowed to venture outside it?
@jasdeep_chhabra Another great question!
It does venture outside, albeit only a little bit. Our data agent is setup to route queries differently depending on whether the user has asked a qualitative or a quantitative question.
For qualitative questions, we just use the document contents itself. For quantitative questions, we've partnered with a high quality SEC data provider that provides us with pre-extracted data for the selected documents. So while we do load data from an external source, that data is very much specific to the documents you have selected.
Hah, I wish I had this tool when I was a studentπ but if seriously, in the world of tons of information and the necessity to work quickly, this is a must-have.
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