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# 🤖 AgenticRAG Chatbot
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A Python-based intelligent chatbot built with Gradio UI and [SmolAgents](https://github.com/huggingface/smol-developer-agents), capable of answering user queries using agentic reasoning, retrieval-augmented generation (RAG), and tool integrations.
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## 🚀 Features
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- 🧠 **Agentic Reasoning**: Powered by SmolAgents and CodeAgent
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- 🔎 **Web Search**: DuckDuckGo integration for real-time results
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- 🌦️ **Weather Tool**: Real-time weather using OpenWeather App API
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- 📊 **Hub Stats Tool**: Retrieve popular models from Hugging Face Hub
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- 👤 **Guest Info Tool**: BM25 keyword-based search over custom dataset
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- 🖥️ **Gradio UI**: Interactive web interface to test and chat with the agent
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## 📁 Project Structure
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```bash
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AgenticRAG/
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├── app.py # Gradio UI launcher
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├── tools.py # Custom tools like weather, hub stats, search
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├── retriever.py # GuestInfoRetrieverTool using BM25
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├── requirements.txt # All dependencies
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├── README.md # You are here
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└── .gitignore # Python, PyCharm, and venv exclusions
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title: AgenticRAG
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emoji: 🌖
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license: apache-2.0
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Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
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---
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title: AgenticRAG
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emoji: 🌖
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pinned: false
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license: apache-2.0
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---
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