Piggylytics AI

Pigylitcs Bot – Your AI-powered financial assistant! 🐷 Upload bank statements, get smart spending insights, AI-driven advice, video summaries & save smarter with what-if scenarios!

Comment

🐷 Pigylitcs Bot – AI Financial Insight Generator

🚀 Overview

Pigylitcs Bot is an AI-powered financial assistant that helps users analyze their bank statements, gain smart spending insights, and make informed financial decisions. By leveraging AI-driven insights, data visualizations, and automation, it transforms raw transaction data into a meaningful financial summary.

💡 Inspiration

Managing finances can be overwhelming, and most people struggle to track their expenses effectively. Traditional budgeting tools often require manual input, making them time-consuming and inefficient. Pigylitcs Bot was created to automate financial tracking, provide AI-driven insights, and make money management effortless.

🔍 What It Does

  • Extracts debited transactions from uploaded bank statements.
  • Generates spending summaries, personalized insights, and financial advice.
  • Visualizes expenses through interactive graphs and AI-generated videos.
  • Suggests saving tips & alternative spending strategies.
  • Automates bank statement retrieval via email integration.
  • Fetches related finance videos from YouTube for learning.

🚧 Challenges We Ran Into

  • Parsing bank statements with varying formats across different banks.
  • Extracting meaningful transaction details from unstructured text.
  • Ensuring accurate categorization of expenses.
  • Automating financial summary generation without manual input.
  • Optimizing AI-generated insights to be relevant and actionable.

🏆 Accomplishments That We're Proud Of

✅ Successfully automated financial report generation using AI.
✅ Developed interactive spending insights & what-if scenarios.
✅ Integrated text-to-speech & video generation for AI-driven summaries.
✅ Enabled automatic email retrieval for seamless financial tracking.
✅ Built a system that fetches educational finance content dynamically.

🎓 What We Learned

📌 How to process PDFs efficiently using PyMuPDF.
📌 Leveraging AI for financial analysis & recommendation systems.
📌 Automating data extraction from emails using Gmail API.
📌 Creating engaging financial reports using AI-generated videos.
📌 Enhancing financial literacy through AI-powered tools.

🔮 What's Next for Pigylitcs AI

🚀 AI-powered prediction models to forecast future expenses.
🚀 Personalized financial advice models for smarter money management.
🚀 User database integration for historical tracking & collaborative insights.
🚀 Annual report comparison across multiple banks using AI.
🚀 Complete email automation to instantly analyze bank statements upon arrival.

💻 Tech Stack

🔹 Python – Core programming language.
🔹 Streamlit – Interactive UI framework.
🔹 Pandas – Data processing and analysis.
🔹 Plotly – Data visualization.
🔹 Gemini API – AI-generated insights.
🔹 PyMuPDF – PDF data extraction.
🔹 Pexels API – Fetching royalty-free images for video summaries.
🔹 Librosa – Audio processing for financial narration.
🔹 MoviePy – Creating AI-driven financial summary videos.
🔹 GTTS – Converting text insights into speech.
🔹 YouTube Data API – Fetching relevant financial education videos.
🔹 Geopy – Mapping transaction locations & analyzing spending patterns.

Built With

Share this project:

Updates