<div align="center">
<img src="logo.png" alt="Reddit Consensus Agent" width="120" height="120">
# Reddit Consensus Agent
*An autonomous AI agent that provides tasteful insights by analyzing Reddit discussions and community feedback.*
[](https://badge.fury.io/py/reddit-consensus)
[](https://www.python.org/downloads/)
[](https://opensource.org/licenses/MIT)
[](https://github.com/Textualize/rich)
</div>
---
## Features
- **Elegant Console UI**: Clean side-by-side dashboard with responsive layout
- **Async Parallel Tool Execution**: Uses asyncio for fast, concurrent Reddit API calls
- **Two-Phase Research**: Initial research followed by critical analysis
- **Community-Driven**: Analyzes real Reddit discussions and user opinions
- **Balanced Insights**: Provides both pros and cons based on community feedback
- **Configurable AI Models**: Uses `gpt-4.1-mini` by default, but supports other OpenAI models via [`config.py`](reddit_consensus/config.py)
## Architecture
- **Agent State Management**: Tracks research progress and findings
- **Reddit Tools**: Async tools for searching posts and analyzing comments
- **Prompt Templates**: Centralized prompts for consistent AI interactions
- **Parallel Processing**: Simultaneous tool execution for faster results
## Quick Start
### Installation
```bash
# Install from PyPI
pip install reddit-consensus
# Or clone and install from source
git clone https://github.com/jashvira/reddit-consensus.git
cd reddit-consensus
uv sync
```
### Interactive Session (Recommended)
```bash
# If installed from PyPI
ask-reddit
# If running from source
python ask_reddit.py
```
The interactive session will:
1. Check your API keys (or help you enter them)
2. Ask what you'd like insights on
3. Analyze Reddit discussions with elegant dashboard
4. Show balanced insights with pros/cons
5. Offer to answer another query
### Programmatic Usage
```python
import asyncio
from reddit_consensus.recommender import AutonomousRedditConsensus
async def main():
agent = AutonomousRedditConsensus()
result = await agent.process_query("Best cafes in Adelaide Hills")
agent.print_results()
asyncio.run(main())
```
## Setup
### 1. Install Dependencies
```bash
uv sync
```
### 2. API Keys
You can either set environment variables or enter them when prompted:
#### Option A: Environment Variables (Recommended)
```bash
export OPENAI_API_KEY="your-openai-api-key"
export REDDIT_CLIENT_ID="your-reddit-client-id"
export REDDIT_CLIENT_SECRET="your-reddit-client-secret"
export REDDIT_USER_AGENT="YourApp/1.0 (by /u/yourusername)"
```
#### Option B: Enter When Prompted
Run `python ask_reddit.py` and the interactive session will help you enter credentials.
### 3. Get API Keys
- **OpenAI**: https://platform.openai.com/
- **Reddit**: https://www.reddit.com/prefs/apps/ (create "script" app)
## Requirements
- Python 3.11+
- OpenAI API access
- Reddit API credentials
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