title	emoji	colorFrom	colorTo	sdk	sdk_version	app_file	pinned	license	short_description
RegRadar	🛡️	blue	indigo	gradio	5.35.0	app.py	true	apache-2.0	RegRadar watches the worlds regulators so you dont have to.

RegRadar

RegRadar is an AI-powered regulatory compliance assistant that monitors global regulations so you don't have to. It helps compliance professionals, legal teams, and businesses stay up-to-date with the latest regulatory changes across industries and regions.

🚀 Features

• Improved Regulatory Query Detection: Now distinguishes between new regulatory/compliance/update questions and follow-up or general questions. Only new regulatory questions trigger compliance workflows; follow-ups and general queries are handled as general chat.
• Automatic Query Type Detection: Understands if your message is a regulatory compliance query or a general question, and selects the right tools.
• Information Extraction: Extracts key details (industry, region, keywords, and report type) from your queries for precise analysis.
• Smart Report Type Detection: Automatically determines if you want a quick answer, a summary, or a full compliance report based on your query. The detected report type is shown in the parameter extraction step and controls the style and length of the AI's response.
• Regulatory Web Crawler: Crawls official regulatory websites (e.g., SEC, FDA, FTC, ESMA, BIS) for recent updates and compliance changes (last 30 days).
• Regulatory Search Engine: Searches across multiple sources for industry-specific compliance information and aggregates results.
• Memory System: Remembers past queries and responses, personalizing results for each session/user.
• AI Analysis Engine: Summarizes findings and generates actionable compliance recommendations and executive summaries.

🚦 How It Works

When you submit a query, RegRadar:

1. Detects if your message is a new regulatory/compliance question (not a follow-up or general question).
2. If yes, extracts industry, region, keywords, and report type.
3. If no, processes your message as a general or follow-up query.
4. Runs the appropriate regulatory search/crawl and memory lookup if regulatory.
5. Shows the extracted parameters, including the report type, in the UI for transparency.
6. Generates a response matching your intent:
   • Quick: Direct, brief answer to specific questions.
   • Summary: Short summary for summary requests.
   • Full: Comprehensive report (default for vague or broad queries).

🏁 Getting Started

Follow these steps to set up and run RegRadar locally:

1. Create a virtual environment (recommended):

   On Windows:

   python -m venv venv
   .\venv\Scripts\activate

   On macOS/Linux:

   python3 -m venv venv
   source venv/bin/activate

2. Install dependencies:

   pip install -r requirements.txt

3. Run the app:

   python app.py

The app will start and you can access it via the provided local URL in your browser.

🔑 Setting Up API Keys

Before running RegRadar, you must set up API keys for the required services as environment variables.

On Windows (PowerShell):

$env:TAVILY_API_KEY="your-tavily-api-key"
$env:KEYWORDS_API_KEY="your-keywordsai-api-key"
$env:MEM0_API_KEY="your-mem0-api-key"

On macOS/Linux (bash):

export TAVILY_API_KEY="your-tavily-api-key"
export KEYWORDS_API_KEY="your-keywordsai-api-key"
export MEM0_API_KEY="your-mem0-api-key"

You can add these lines to your .env file or your shell profile for convenience.

🤖 Adding Your OpenAI API Key to KeywordsAI

RegRadar uses the KeywordsAI platform, which requires an OpenAI API key for LLM access. Here's how to add your OpenAI API key:

1. Get your OpenAI API key:

   • Go to OpenAI Platform.
   • Log in and navigate to your profile > View API Keys.
   • Click Create new secret key and copy the generated key.

2. Add your OpenAI API key to KeywordsAI:

   • Log in to your KeywordsAI account.
   • Go to the KeywordsAI Providers page.
   • Find the OpenAI provider and paste your OpenAI API key into the provided field.
   • Save your changes.

For more details, see the KeywordsAI Providers documentation.

🛠️ Tools Used

• Gradio: For the interactive web UI.
• OpenAI/KeywordsAI LLM: For natural language understanding, information extraction, summarization, and LLM tracking.
• Tavily: For regulatory web crawling and search.
• Mem0: For session-based memory and personalization.