---
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://x.com/GabSal8/status/1994695819635953744?s=20)
[https://youtu.be/56zpjyHd3d4](https://youtu.be/56zpjyHd3d4)