Findora - Smart AI Product Assistant

Findora is an AI-powered product assistant designed to simplify the process of finding, comparing, and purchasing products.

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Findora – AI-Powered Product Assistant

Smarter Shopping Starts Here.

Findora is an intelligent AI-powered assistant designed to help users find, compare, and purchase products. It combines AI decision-making, structured datasets, and real-time web data to deliver the best product recommendations in seconds.

Overview

Finding the best product online is frustrating. Too many options, inconsistent prices, and time-consuming comparisons.

Findora solves this problem by:

  • Searching internal product databases
  • Using AI to analyze and compare products
  • Selecting the best option based on value
  • Fetching real-time deals from Amazon & eBay

All in one seamless experience.

Features

  • AI Decision Making (LLM-powered recommendations)
  • Top 3 Product Comparison
  • Best Product Selection
  • Real-Time Price Search (Amazon + eBay)
  • Voice Input Support
  • Interactive Chat UI
  • Multiple Categories (Phones, Laptops, Cars)
  • User Feedback System

Architecture

User → Streamlit UI
        ↓
   Chat Interface
        ↓
   AI Agent (LangGraph + Gemini)
        ↓
 ┌───────────────┬───────────────┐
 │ Internal DB   │ External APIs │
 │ (CSV files)   │ (Amazon/eBay) │
 └───────────────┴───────────────┘
        ↓
   Final Recommendation + UI

How It Works

  1. User enters a query (e.g., "Best phone under $500")
  2. AI agent understands the request
  3. Internal database is searched
  4. Top 3 products are selected
  5. Best product is chosen
  6. Amazon & eBay APIs fetch live deals
  7. Results are displayed with links and UI cards

Tech Stack

Core

  • Python
  • Streamlit

AI & Agents

  • LangChain
  • LangGraph
  • Google Gemini API

Data Processing

  • Pandas

APIs

  • SerpAPI (Amazon Search)
  • eBay API

Speech Processing

  • SpeechRecognition (Voice input)

Example Queries

  • "Best iPhone under $800"
  • "Laptop for programming with 16GB RAM"
  • "Car under $20,000 with good fuel efficiency"

Final Note

Findora is more than just a chatbot… It’s a smart decision-making system designed to make online shopping faster, easier, and more intelligent.

Built With

  • ebayapi
  • langchain
  • langgraph
  • pandas
  • python
  • serpapi
  • streamlit
  • webscrapping
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