---
title: Competitive Product Analyser
emoji: 🔥
colorFrom: red
colorTo: blue
sdk: streamlit
sdk_version: 1.44.1
app_file: app.py
pinned: false
---
# 📊 Competitive Product Analyzer

**Compare two products or services like a market analyst — instantly.**  
This app uses **Mistral-7B-Instruct** and a custom prompt pipeline created in **Langflow**, deployed via **Streamlit** on Hugging Face Spaces.

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## 🚀 Features

- 🔍 **Feature-by-Feature Comparison**
- 💡 **SWOT Analysis for Each Product**
- 🏢 **Business Use Case Recommendations**
- 🎯 **Strategic Positioning & Key Differentiators**
- 📄 **Markdown-Formatted Expert Reports**

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## 🧠 Model Used

- **LLM:** [`mistralai/Mistral-7B-Instruct-v0.1`](https://huggingface.co/mistralai/Mistral-7B-Instruct-v0.1)
- **Inference:** Hugging Face Inference API
- **Pipeline Builder:** Langflow (exported to Python)

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## 🛠 Tech Stack

- 🐍 Python 3.10
- 📦 Streamlit
- 🌐 Hugging Face Inference API
- 🧱 Langflow + LangChain
- 🧠 Mistral 7B LLM

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## 🔗 Langflow Flow (Powered by DataStax)
Want to explore or replicate the logic behind this app?  
Check out the visual prompt flow here:  
👉 [Langflow Flow Link](https://astra.datastax.com/langflow/dce800be-521a-4b92-827b-c0f1927ac0b4/flow/ba55769e-aa9d-44b8-8968-398a25fd3ed9)


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## 🧪 Example Input

```text
Product 1: iPhone 13  
Product 2: iPhone 14
Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference