🌟 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.

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🛠️ 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.

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📚 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.

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🔑 API Keys Needed

1. 🔐 Reddit API Key: How to obtain.
2. 🔐 Groq API Key: Register at Groq Console.

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⚙️ 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

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📝 TODO

• 📥 Add more data sources: Twitter, Quora.
• ☁️ Add support for cloud embeddings using Pinecone.
• 🌐 Deploy to cloud platforms.