https://github.com/dharm3438/reddit-ai-agent
Reddit AI Agent is an intelligent tool that helps you explore Reddit like never before! 🔎 It allows you to search for any query and fetch top Reddit threads along with their most relevant comments. 🚀
https://github.com/dharm3438/reddit-ai-agent
ai-summarizer faiss generative-ai gradio groq-api huggingface langchain langsmith reddit-scraper retrieval-augmented-generation
Last synced: 10 months ago
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Reddit AI Agent is an intelligent tool that helps you explore Reddit like never before! 🔎 It allows you to search for any query and fetch top Reddit threads along with their most relevant comments. 🚀
- Host: GitHub
- URL: https://github.com/dharm3438/reddit-ai-agent
- Owner: Dharm3438
- Created: 2024-10-27T10:16:12.000Z (over 1 year ago)
- Default Branch: main
- Last Pushed: 2025-01-10T11:34:14.000Z (over 1 year ago)
- Last Synced: 2025-04-23T20:16:13.924Z (about 1 year ago)
- Topics: ai-summarizer, faiss, generative-ai, gradio, groq-api, huggingface, langchain, langsmith, reddit-scraper, retrieval-augmented-generation
- Language: Python
- Homepage:
- Size: 928 KB
- Stars: 17
- Watchers: 1
- Forks: 3
- Open Issues: 0
-
Metadata Files:
- Readme: Readme.md
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README
# 🌟 **Reddit AI Agent**
**Your Smart Reddit Assistant!**
Reddit AI Agent is an intelligent tool that helps you explore Reddit like never before! 🔎 It allows you to search for any query and fetch top Reddit threads along with their most relevant comments. 🚀
✨ **Core Features:**
- 🔥 **Retrieve Top Threads**: Find the most relevant threads for any query.
- 📝 **Summarize Content**: Get concise summaries of thread discussions and comments.
- 💬 **Conversational Interface**: Chat with an AI-powered bot to get personalized answers.
- 🎨 **User-Friendly UI**: Enjoy a sleek design with built-in logging and monitoring.
---
## 🛠️ **Features**
- **🔗 Fetch Top Reddit Threads**: Quickly find top discussions based on your query.
- **📖 Summarize Content**: Saves you time by summarizing threads and their comments.
- **🤖 Conversational Chat**: Chat with summarized content for a personalized experience.
- **✨ Easy-to-Use Interface**: Smooth, intuitive design for a great user experience.
---
## 📚 **Tools and Libraries**
- 🐍 **PRAW**: For fetching Reddit data (threads, comments).
- 🔗 **LangChain & LangSmith**: Build and manage AI chains and logs.
- 🤖 **Groq API**: Supports natural language processing with an LLM.
- 📦 **FAISS Vector Store**: Efficiently index and search data.
- 🌟 **Hugging Face Embeddings**: Convert text into embeddings for semantic searches.
---
## 🔑 **API Keys Needed**
1. **🔐 Reddit API Key**: [How to obtain](https://www.geeksforgeeks.org/how-to-get-client_id-and-client_secret-for-python-reddit-api-registration/).
2. **🔐 Groq API Key**: Register at [Groq Console](https://console.groq.com/).
---
## ⚙️ **Setup and Run**
1. **🛠️ Create `.env` file** with the following keys:
```env
REDDIT_API_CLIENT_ID=""
REDDIT_API_SECRET=""
REDDIT_USER_AGENT=""
GROQ_API_KEY=""
```
2. 📦 **Installation and Running:**
```env
pip install -r requirements.txt
cd src
gradio UI.py
```
---
## 📝 **TODO**
- 📥 Add more data sources: Twitter, Quora.
- ☁️ Add support for cloud embeddings using Pinecone.
- 🌐 Deploy to cloud platforms.