https://github.com/liyedanpdx/reddit-ai-trends
Stay ahead of AI trends with automated Reddit insights! π This tool scans AI-related Reddit communities in English & Chinese, using DeepSeek R1 throught Groq to analyze posts, summarize key discussions, and track trends. Daily rankings highlight hot topicsβcatch emerging trends before they go mainstream! (Updated every 6 AM CDT)
https://github.com/liyedanpdx/reddit-ai-trends
ai deepseek-r1 ranking reports trend
Last synced: about 1 month ago
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Stay ahead of AI trends with automated Reddit insights! π This tool scans AI-related Reddit communities in English & Chinese, using DeepSeek R1 throught Groq to analyze posts, summarize key discussions, and track trends. Daily rankings highlight hot topicsβcatch emerging trends before they go mainstream! (Updated every 6 AM CDT)
- Host: GitHub
- URL: https://github.com/liyedanpdx/reddit-ai-trends
- Owner: liyedanpdx
- License: mit
- Created: 2025-03-17T02:54:38.000Z (about 2 months ago)
- Default Branch: main
- Last Pushed: 2025-03-24T11:00:40.000Z (about 1 month ago)
- Last Synced: 2025-03-24T12:22:26.820Z (about 1 month ago)
- Topics: ai, deepseek-r1, ranking, reports, trend
- Language: Python
- Homepage:
- Size: 411 KB
- Stars: 81
- Watchers: 1
- Forks: 1
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- Contributing: CONTRIBUTING.md
- License: LICENSE
- Code of conduct: CODE_OF_CONDUCT.md
- Security: SECURITY.md
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- awesome-hacking-lists - liyedanpdx/reddit-ai-trends - Stay ahead of AI trends with automated Reddit insights! π This tool scans AI-related Reddit communities in English & Chinese, using DeepSeek R1 by Groq to analyze posts, summarize key discussions, and (Python)
README
# Reddit AI Trend Reports
[English](README.md) | [δΈζ](README_CN.md)
Automatically generate trend reports from AI-related Reddit communities, supporting both English and Chinese languages. Stay up-to-date with the latest developments in the AI field through daily reports.
## Latest Reports (2025-03-31)
- [English Report](reports/latest_report_en.md)
- [Chinese Report](reports/latest_report_zh.md)
## Features
- **Real-time AI Trend Monitoring**: Track emerging AI technologies, discussions, and breakthroughs as they happen
- **Multi-community Analysis**: Collect data from various AI-related subreddits to provide a comprehensive view
- **Detailed Trend Analysis**: Generate in-depth reports including today's highlights, weekly trend comparisons, monthly technology evolution, and more
- **Bilingual Support**: Generate reports in both English and Chinese
- **Organized File Structure**: Store reports in year/month/day folders for easy access
- **Automatic README Updates**: Automatically update links to the latest reports
- **Docker Deployment**: Easy containerized deployment
- **MongoDB Persistence**: Store all data for historical analysis
## Directory Structure
```
reports/
βββ YYYY/ # Year directory
β βββ MM/ # Month directory
β β βββ DD/ # Day directory
β β β βββ report_YYYYMMDD_HHMMSS_en.md # English report
β β β βββ report_YYYYMMDD_HHMMSS_zh.md # Chinese report
βββ latest_report_en.md # Symlink to latest English report
βββ latest_report_zh.md # Symlink to latest Chinese report
```
## Installation and Setup
### Prerequisites
- Docker and Docker Compose
- Reddit API credentials
- Groq API key
### Environment Variables Setup
1. Copy the `.env.example` file to `.env`:
```bash
cp .env.example .env
```
2. Edit the `.env` file with your API keys and other configurations:
```
# Reddit API credentials
REDDIT_CLIENT_ID=your_reddit_client_id
REDDIT_CLIENT_SECRET=your_reddit_client_secret
REDDIT_USER_AGENT=your_reddit_user_agent
# MongoDB connection
MONGODB_URI=mongodb://mongodb:27017
MONGODB_DATABASE=reddit_trends
# Groq API key
GROQ_API_KEY=your_groq_api_key
# Report generation settings
REPORT_GENERATION_TIME=06:00
REPORT_LANGUAGES=en,zh
```
## Usage
### Deploy with Docker Compose
1. Build and start the containers:
```bash
docker-compose up -d
```
2. View the logs:
```bash
docker-compose logs -f app
```
### Run Manually
1. Install dependencies:
```bash
pip install -r requirements.txt
```
2. Generate a one-time report:
```bash
python report_generation.py --languages en zh
```
3. Set up scheduled report generation:
```bash
python report_generation.py --interval 24
```
## Creating a GitHub Repository
1. Create a new repository on GitHub
2. Initialize your local repository and push:
```bash
git init
git add .
git commit -m "Initial commit"
git branch -M main
git remote add origin https://github.com/yourusername/reddit-ai-trends.git
git push -u origin main
```
## Custom Configuration
You can modify the following configurations in the `config.py` file:
- List of subreddits to monitor
- Number of posts to fetch per subreddit
- Report generation time
- Supported languages
- LLM model parameters
## AI Trend Monitoring
This system is designed to keep you informed about the latest developments in the AI field by:
- Tracking emerging technologies and breakthroughs in real-time
- Identifying trending topics across different AI communities
- Comparing current trends with historical data to spot emerging patterns
- Highlighting unique discussions from smaller communities that might be overlooked
- Providing technical deep dives into particularly interesting or important trends
The daily reports give you a comprehensive view of what's happening in the AI world, helping you stay ahead of the curve and identify important developments as they emerge.
## Troubleshooting
- **Reports not generating**: Check if your API keys are correct and look for error messages in the logs
- **MongoDB connection failing**: Ensure MongoDB service is running and the connection URI is correct
- **Symlinks not working**: On Windows systems, you may need administrator privileges to create symlinks
## License
MIT