Spaces:

Agents-MCP-Hackathon
/

InvoiceAgent

Sleeping

App Files Files Community

InvoiceAgent / README.md

YashArya16

Update README.md

b136d8f verified 9 months ago

preview code

raw

history blame contribute delete

1.69 kB

A newer version of the Gradio SDK is available: 6.7.0

Upgrade

metadata

title: Invoice RAG with MCP
emoji: 📄
colorFrom: blue
colorTo: green
sdk: gradio
sdk_version: 5.33.1
app_file: app.py
tags:
  - Agents-MCP-Hackathon
  - mcp-server-track
pinned: false
license: mit

📄 Invoice RAG System with MCP Integration

An intelligent system for processing and querying invoice data using RAG (Retrieval Augmented Generation) with MCP (Model Context Protocol) support.

DEMO

DemoVideo

🚀 Features

PDF Invoice Processing: Extract and analyze invoice data
RAG System: Intelligent document retrieval and question answering
Multiple LLM Support: Groq integration with various models
MCP Integration: Expose tools via Model Context Protocol
Interactive UI: Clean Gradio interface

🔧 Setup

Set API Keys: Add your GROQ_API_KEY in the Space settings
Upload Invoices: Use the training tab to process your PDFs
Query Data: Ask questions about your invoices
MCP Tools: Access structured data extraction tools

📝 Usage

Train: Upload invoice PDFs to train the RAG system
Query: Ask natural language questions about your invoices
Extract: Use MCP tools for structured data extraction

🔑 Required Environment Variables

GROQ_API_KEY: Your Groq API key for LLM access

🛠️ MCP Integration

The system exposes these MCP tools:

query_invoice_info: Extract information from invoices
get_invoice_summary: Get summary of processed invoices
extract_specific_field: Extract specific fields
list_available_invoices: List available invoice sources