README.md

metadata

title: PublicAlpha
emoji: 📈
colorFrom: green
colorTo: blue
sdk: gradio
sdk_version: 6.0.1
app_file: app.py
pinned: true
license: mit
short_description: Public Alpha AI -- best stocks for today -- ;)   Best stock
thumbnail: >-
  https://cdn-uploads.huggingface.co/production/uploads/6702e08900dc08cbf236e76e/l4rVeXUEYvLgYZfciN7kd.png
tags:
  - building-mcp-track-enterprise
  - building-mcp-track-customer
  - building-mcp-track-creative
author:
  - Gabriel Salem

AURA Chat — Hedge Fund Picks 📈

Dive into a powerful research assistant that mines public data, leverages hedge‑fund–style analysis, and delivers actionable stock picks — all in one sleek, dark‑mode interface.

What AURA Does:

• Scrapes recent public filings, insider‑trade data, institutional 13F reports and other stock‑market signals based on your custom prompts.
• Runs advanced analysis via a locked LLM model, extracting the top 5 stock opportunities (or fewer, if data is limited).
• For each recommendation, provides a clear Investment Duration: when to invest (entry) and when to sell (exit), plus short bull/bear rationale and risk notes.
• Lets you chat with AURA about the results — ask follow‑up questions, get clarifications, or dive deeper into a stock’s thesis.

Why It’s Useful:

• Uses public, up-to-date data; no paywalls or subscriptions required.
• Offers crisp, human‑readable output — perfect for investors who want digestible, actionable insight, fast.
• Dark UI, professional layout, and embedded explainer video make it easy to use and share.

How to Use:

1. Enter one or more data prompts (one per line), for example:

   SEC insider transactions october 2025  
   13F filings Q3 2025  
   company: ACME corp insider buys
   

2. Click Analyze. AURA fetches data, runs analysis, and shows you a ranked list of top stock picks.

3. Explore the analysis or ask follow-up questions in chat.

Watch the explainer video for full walkthrough: FULL SIMULATION https://youtu.be/56zpjyHd3d4