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A newer version of the Gradio SDK is available: 5.44.1

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metadata
title: Fintech Faq Smolagent
emoji: 😻
colorFrom: yellow
colorTo: gray
sdk: gradio
sdk_version: 5.24.0
app_file: app.py
pinned: false
short_description: A smolagent-powered assistant - FAQs in a fintech company

This project is a smart FAQ assistant powered by SmolAgents and Langchain.
It is designed to simulate a realistic use case in a fintech company, providing:

  • Context-aware answers to internal FAQs
  • Hybrid reasoning: Retrieval-Augmented Generation + web search
  • Real-time observability and traceability with Langfuse
  • Access to Hugging Face and OpenAI APIs

🚀 Built with gradio, this assistant can be queried directly in-browser.

How it works

  1. Internal documents (FAQs) are indexed with BM25 for fast lookup
  2. The agent (CodeAgent) uses tools like:
    • faq_retriever for internal knowledge
    • web_search for latest external info
  3. Langfuse tracks every run, tool call, and cost
  4. Hugging Face Hub APIs are used to serve and deploy the model

This project is great for developers who want to learn how to build real-world, agentic applications using open-source tools and minimal code.