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🌟 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.

Demo Image

🛠️ 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.
  2. 🔐 Groq API Key: Register at Groq Console.

⚙️ Setup and Run

  1. 🛠️ Create .env file with the following keys: 
    REDDIT_API_CLIENT_ID="<your_reddit_client_id>"
REDDIT_API_SECRET="<your_reddit_secret>"
REDDIT_USER_AGENT="<your_user_agent>"
GROQ_API_KEY="<your_groq_key>"
  2. 📦 Installation and Running: 
    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.