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https://github.com/josephmoustaid/pharmaiq
PharmaIQ is an AI-powered pharmacy and distribution management system. It streamlines sales and inventory, predicts shortages using machine learning, and offers an AI assistant for medication alternatives and advice. Designed to boost efficiency and satisfaction, PharmaIQ sets a new standard in smart pharmacy operations.
https://github.com/josephmoustaid/pharmaiq
Last synced: 26 days ago
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PharmaIQ is an AI-powered pharmacy and distribution management system. It streamlines sales and inventory, predicts shortages using machine learning, and offers an AI assistant for medication alternatives and advice. Designed to boost efficiency and satisfaction, PharmaIQ sets a new standard in smart pharmacy operations.
- Host: GitHub
- URL: https://github.com/josephmoustaid/pharmaiq
- Owner: JosephMoustaid
- Created: 2024-12-01T21:33:10.000Z (about 1 month ago)
- Default Branch: main
- Last Pushed: 2024-12-01T21:57:05.000Z (about 1 month ago)
- Last Synced: 2024-12-01T22:29:09.492Z (about 1 month ago)
- Size: 0 Bytes
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
Awesome Lists containing this project
README
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# About The Hackathon
The MoroccoAI InnovAI Hackathon is a unique opportunity for AI enthusiasts, professionals, and innovators to collaborate and create transformative AI-based solutions addressing real-life challenges in Morocco and across Africa. As part of the annual MoroccoAI Annual Conference, this hackathon is set under the theme “Driving the Future of Innovation Through AI”, inspiring participants to harness AI’s capabilities to make a meaningful societal impact. Participants will join teams to develop Proof of Concepts (PoCs) using applications or APIs that address challenges in various domains. Education, Healthcare, Environment, Finance or Customer Services .
In line with MoroccoAI’s mission, this hackathon centers around “Driving the Future of Innovation Through AI”. AI has the power to redefine industries, address community needs, and propel sustainable growth. Through this event, participants will dive into AI’s potential by developing impactful solutions that address challenges unique to Morocco and Africa in fields such as agriculture, education, health, and finance, fostering innovation in response to real-world needs.
# The Challenge
Connect with the MoroccoAI community, join teams and brainstorm ideas then come up with a project that leverages AI in 5 areas of focus:
* Innovation
* Healthcare
* Environment
* Finance
* CustomerServices
# Mentorship
Join the Hackathon server on discord and meet the mentors to learn more about their proposed projects.
# Why should you participate in this Hackathon?
* Hands-on experience in AI project development that targets relevant issues in Morocco and Africa.
* Mentorship and networking opportunities with experts and peers in the AI community.
* Showcase their solutions to a jury of AI specialists at the awards ceremony, creating visibility and opportunities for further development.
* Win great prizes offered by MoroccoAI's sponsors
* Obtain your MoroccoAI certificate of recognition
# For more information
https://morocco.ai/events/conferences/MoroccoAI-Conference-2024/pages/hackathon.html
=======
# PharmaIQ:
---
## 💊 PharmaIQ: AI-Driven Pharmacy Management System
## 🚨 Problem Statement
Pharmacies and pharmaceutical distributors face significant challenges:
📊 Effectively managing sales and inventory.
⚠️ Predicting product shortages, leading to stock-outs or overstocking.
🔍 Providing accurate alternatives for unavailable medications.
🕒 Offering timely advice to enhance healthcare delivery.
These issues cause inefficiencies, increased costs, and reduced customer satisfaction, impacting businesses and healthcare outcomes.
## 💡 Proposed Solution
PharmaIQ is a next-generation pharmacy management system that uses AI to solve these challenges.
🌟 Key Features:
🗂️ Inventory Management: Organizes sales and tracks inventory to reduce waste and ensure availability.
📈 Shortage Predictions: Employs AI models to forecast next-week shortages and send proactive alerts.
🤖 AI Assistance:
Recommends 🧾 alternatives for unavailable medications, considering allergies and compatibility.
Offers 🩺 professional advice to support healthcare providers and customers.
PharmaIQ revolutionizes pharmacy operations, enhances decision-making, and improves the customer experience.
## 🎯 Outcomes and Deliverables
🚀 Outcomes:
Streamlined Operations:
⚙️ Efficient sales and inventory tracking.
🔔 Proactive notifications to prevent supply chain disruptions.
Improved Decision-Making:
📊 Accurate predictions of product shortages.
🤝 AI-powered insights for medication alternatives and advice.
Enhanced Customer Satisfaction:
🕒 Timely service with reduced stock-outs.
🤲 Tailored recommendations for customer needs.
📦 Deliverables:
🌐 A user-friendly web-based application.
🤖 AI models for shortage prediction and medication recommendations.
📑 Comprehensive reports on inventory and sales trends.
## Instructions for Installation
Before the installation , make sure to have ollama instaled on you computer
, then install llama3.2 using the following command to install llama3.2 LLM
```bash
ollama pull llama3.2
```
1. Clone the repository:
```bash
git clone https://github.com/your-repo/pharmaiq.git
```
2. Navigate to the project directory:
```bash
cd pharmaiq
```
3. Install backend dependencies:
```bash
pip install -r requirements.txt
```
4. Install frontend dependencies:
```bash
npm install
```
5. Set up the database and run migrations:
```bash
python manage.py migrate
```
6. Start the backend server:
```bash
python manage.py runserver
```
7. Start the frontend development server:
```bash
npm start
```
8. Access the application:
Open your browser and navigate to `http://localhost:8000` for the dashboard.
## Conclusion
PharmaIQ is designed to revolutionize pharmacy management by integrating AI capabilities to address critical challenges, enhance efficiency, and ensure better healthcare outcomes. With its predictive analytics and intelligent assistance, PharmaIQ sets a new standard for pharmacy operations.
## Link to the demo video :
https://youtu.be/_eUqyHqy0CU?si=91WnpJUZwOD-6Kdu
## Link to the pitch Video :
https://youtu.be/nKZ8oVySx3w?si=Lnj9ZhTHk_u5Afdu
## Here are some screen shots
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