https://github.com/sitummohanty/agenticrag-chatbot

A Python-based intelligent chatbot built with Gradio UI and SmolAgents, capable of answering user queries using agentic reasoning, retrieval-augmented generation (RAG), and tool integrations.
https://github.com/sitummohanty/agenticrag-chatbot

chatbot generative-ai gradio hugging-face-transformers llm pycharm python smolagents

Last synced: 2 months ago
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A Python-based intelligent chatbot built with Gradio UI and SmolAgents, capable of answering user queries using agentic reasoning, retrieval-augmented generation (RAG), and tool integrations.

• Host: GitHub
• URL: https://github.com/sitummohanty/agenticrag-chatbot
• Owner: sitummohanty
• Created: 2025-05-20T06:22:47.000Z (about 1 year ago)
• Default Branch: main
• Last Pushed: 2025-05-20T07:19:57.000Z (about 1 year ago)
• Last Synced: 2025-05-29T22:01:49.181Z (about 1 year ago)
• Topics: chatbot, generative-ai, gradio, hugging-face-transformers, llm, pycharm, python, smolagents
• Language: Python
• Homepage: https://huggingface.co/spaces/Situm/agenticrag-chatbot
• Size: 16.6 KB
• Stars: 1
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

Awesome Lists containing this project

README

          
---

title: AgenticRAG

emoji: 🌖

colorFrom: pink

colorTo: pink

sdk: gradio

sdk_version: 5.29.1

app_file: app.py

pinned: false

license: apache-2.0

---

Check out the chatbot at - https://huggingface.co/spaces/Situm/agenticrag-chatbot

🤖 AgenticRAG Chatbot

A Python-based intelligent chatbot built with Gradio UI and SmolAgents, capable of answering user queries using agentic reasoning, retrieval-augmented generation (RAG), and tool integrations.

🚀 Features

🧠 Agentic Reasoning: Powered by SmolAgents and CodeAgent

🔎 Web Search: DuckDuckGo integration for real-time results

🌦️ Weather Tool: Real-time weather using OpenWeather App API

📊 Hub Stats Tool: Retrieve popular models from Hugging Face Hub

👤 Guest Info Tool: BM25 keyword-based search over custom dataset

🖥️ Gradio UI: Interactive web interface to test and chat with the agent

📁 Project Structure

AgenticRAG/

├── app.py                # Gradio UI launcher

├── tools.py              # Custom tools like weather, hub stats, search

├── retriever.py          # GuestInfoRetrieverTool using BM25

├── requirements.txt      # All dependencies

├── README.md             # You are here

└── .gitignore            # Python, PyCharm, and venv exclusions

If you are cloning this to your local machine then, you need to create your HF_API_TOKEN (Hugging Face Token) and OPENWEATHER_API_KEY (Open Weather API Key) at https://huggingface.co/settings/tokens and https://openweathermap.org/api.