Add initial project structure with event details for Coherence 2025 hackathon, including .gitignore, documentation files, and Docker setup.

.gitignore

@@ -0,0 +1,69 @@
+# Environment variables
+.env
+
+# Python
+__pycache__/
+*.py[cod]
+*$py.class
+*.so
+.Python
+build/
+develop-eggs/
+dist/
+downloads/
+eggs/
+.eggs/
+lib/
+lib64/
+parts/
+sdist/
+var/
+wheels/
+*.egg-info/
+.installed.cfg
+*.egg
+
+# Virtual Environment
+venv/
+env/
+ENV/
+.venv/
+.env/
+
+# IDE specific files
+.idea/
+.vscode/
+*.swp
+*.swo
+.DS_Store
+
+# Logs
+*.log
+logs/
+
+# Local development
+*.db
+*.sqlite3
+.coverage
+htmlcov/
+.pytest_cache/
+.tox/
+.nox/
+.coverage.*
+.cache
+nosetests.xml
+coverage.xml
+*.cover
+*.py,cover
+.hypothesis/
+.pytest_cache/
+cover/
+
+# Data files
+*.csv
+*.json
+*.txt
+!requirements.txt
+!comb.txt
+!comb.md
+!data_*.txt

Dockerfile

@@ -0,0 +1,25 @@
+# Use Python 3.10 as base image
+FROM python:3.10-slim
+
+# Set working directory
+WORKDIR /app
+
+# Install system dependencies
+RUN apt-get update && apt-get install -y \
+    build-essential \
+    && rm -rf /var/lib/apt/lists/*
+
+# Copy requirements first to leverage Docker cache
+COPY requirements.txt .
+
+# Install Python dependencies
+RUN pip install --no-cache-dir -r requirements.txt
+
+# Create necessary directories for data files
+RUN mkdir -p data
+
+# Expose the port the app runs on
+EXPOSE 7860
+
+# Command to run the application
+CMD ["uvicorn", "main:app", "--host", "0.0.0.0", "--port", "7860"] 

comb.md

@@ -0,0 +1,154 @@
+# Coherence '25 Hackathon
+
+## 📌 Event Overview
+**Coherence 2025** is a **24-hour offline hackathon** designed to bring together brilliant minds, fostering innovation and creativity.
+
+📍 **Venue**: Vidyavardhini's College of Engineering and Technology, Vasai-Virar, Maharashtra  
+📅 **Final Hackathon Dates**: March 28-29, 2025  
+👥 **Team Size**: 2-4 members  
+🎯 **Domains**:
+- **Web/App Development**: Build responsive websites and cross-platform mobile apps.
+- **Blockchain**: Develop decentralized solutions and blockchain applications.
+- **AI/ML**: Solve complex problems using artificial intelligence and machine learning.
+
+---
+
+## 🛠️ Hackathon Structure
+
+### 🔹 Initial Judging Round (Free Entry)
+- Teams will be **evaluated** based on a **submitted PPT and demo video**.
+- **Submission Deadline**: March 16, 2025, 11:59 PM (Late submissions will not be considered).
+- **No registration fee** for this round.
+
+### 🔹 Grand Finale Participation Fee
+- **₹500 per team** for teams that qualify for the Grand Finale.
+- Payment details and deadlines will be shared with shortlisted teams.
+
+### 🔹 Problem Statements
+- **Different** problem statements for **selection round** and **Grand Finale**.
+- The **final round problem statement** will be released **on March 25, 2025**.
+
+### 🔹 Final Code Submission
+- Teams must submit a **GitHub repository link** with **proper documentation**.
+- Submission must include:
+  - ✅ **Source Code**
+  - ✅ **Demo Video**
+  - ✅ **PPT Presentation**
+
+### 🔹 Original Work Only
+- All projects **must be built from scratch** during the hackathon.
+- **No pre-existing code or plagiarism** allowed. Violations will lead to **disqualification**.
+
+### 🔹 Team Conduct
+- No external assistance except from assigned mentors.
+- Maintain **professional conduct** at all times.
+
+---
+
+## 📊 Judging Criteria
+- **Innovation & Creativity** – Uniqueness of the solution.
+- **Technical Implementation** – Code quality and feasibility.
+- **Impact & Use Case** – Practicality and real-world application.
+- **Presentation & Demo** – Clarity, execution, and engagement.
+
+### 🔹 Final Decision
+- The **judges' decision is final** and binding. **No appeals** will be entertained.
+
+---
+
+## 📅 Stages and Timelines
+
+### **1️⃣ Submission Round (via Unstop)**
+📅 **March 6 - March 16, 2025**  
+- Teams must choose a **problem statement**.
+- **Submission requirements**:
+  - PPT
+  - **2-3 min video** explaining the solution.
+  - Video should cover **methodology, concepts, tech stack** and be uploaded to **YouTube/Google Drive** with a shareable link.
+
+⏳ **Start**: March 6, 2025, 09:35 AM IST  
+⏳ **End**: March 16, 2025, 11:59 PM IST  
+
+### **2️⃣ Grand Finale (24-Hour Hackathon)**
+📅 **March 28-29, 2025**  
+
+#### 🏆 **Day 1 – March 28**
+- **12:00 PM**: Reporting time and registration.
+- **1:00 PM**: Inauguration Ceremony + Problem statement release.
+- **2:00 PM**: Coding begins.
+- **4:30 PM**: Mentoring Round 1.
+- **5:00 PM**: Evening snacks.
+- **8:00 PM**: Mentoring Round 2.
+- **9:00 PM**: Dinner break.
+- **12:00 AM (Midnight)**: Midnight snack.
+
+#### 🏆 **Day 2 – March 29**
+- **8:00 AM**: Breakfast.
+- **12:00 PM**: Lunch.
+- **2:00 PM**: Coding ends.
+- **3:00 PM**: Final presentations.
+- **5:00 PM**: Results announcement + Prize distribution.
+- **6:00 PM**: Event concludes.
+
+---
+
+## 🏆 Prizes Up for Grabs!
+🥇 **Winner**: ₹15,000 + Internship Opportunity + Certificate + Goodies  
+🥈 **1st Runner-up**: ₹7,500 + Internship Opportunity + Certificate + Goodies  
+
+---
+
+## ❓ Frequently Asked Questions
+
+🔹 **How do I register?**  
+Register via **[Unstop](https://unstop.com/o/flano7B?lb=VKuEY8zM&utm_medium=Share&utm_source=shortUrl)**.
+
+🔹 **What is the allowed team size?**  
+**2-4 members** per team.
+
+🔹 **What is the registration cost?**  
+₹500 per team (Grand Finale only).
+
+🔹 **When will the problem statements be released?**  
+Final problem statements will be released on **March 25, 2025**.
+
+🔹 **Are travel expenses covered?**  
+No, participants must cover their **own travel expenses**.
+
+🔹 **Is this an online or offline event?**  
+Coherence 2025 is **fully offline**.
+
+🔹 **Can I participate as an individual?**  
+No, **team participation is required** (minimum 2 members).
+
+🔹 **Can a member be part of two teams?**  
+No, each participant can be part of **only one team**.
+
+---
+
+## 📢 Communication & Updates
+📲 **Join our official WhatsApp group** for updates: **[Join Here](https://chat.whatsapp.com/KsUFdyRNAiqLSJukLPQIg2)**.
+
+---
+
+## 📍 Event Venue
+📍 **Vidyavardhini's College of Engineering and Technology**  
+K.T. Marg, Vartak College Campus, Vasai Road, Vasai-Virar, Maharashtra 401202  
+
+---
+
+## 📞 Contact Organizers
+📧 **Email**: mlsc@vcet.edu.in  
+📞 **Paarth Baradia (Club Lead)**: +91 84519 24342  
+📞 **Vishal Mane (Associate Club Lead)**: +91 87936 18982  
+📞 **Amey Chaudhari**: +91 96534 92872  
+📞 **Shreya Wankhede**: +91 96195 08298  
+📞 **Shagun Upadhyay**: +91 96193 42859  
+
+---
+
+## 🔥 Summary
+Coherence 2025 is a **24-hour offline hackathon** that brings together developers, designers, and innovators to push boundaries in **Web/App Development, Blockchain, and AI/ML**. It provides a platform to **build, learn, and compete** with exciting **prizes and internship opportunities**!
+
+🚀 **Get ready to innovate, code, and win!**
+

comb.txt

@@ -0,0 +1,155 @@
+All that you need to know about the event Coherence '25
+Hackathon Rules – Coherence ‘25 - A 24 hr Offline Hackathon
+Initial Judging Round (Free Entry):
+
+Teams will first be evaluated based on their submitted PPT and demo video.
+Submission Deadline: March 16, 2025, 11:59 PM. Late submissions will not be considered.
+No registration fee for this round.
+
+Grand Finale Participation Fee:
+Teams that qualify for the Grand Finale (24-hour hackathon) will be required to pay a participation fee of ₹500 per team.
+Payment details and deadlines will be shared with the shortlisted teams.
+
+Problem Statements:
+The problem statements for the selection round and the Grand Finale will be different.
+The problem statement for the final round will be declared to the shortlisted teams on March 25, 2025.
+
+Final Code Submission:
+Teams must submit their GitHub repository link with properly documented code.
+Submission must include: Source Code, Demo Video, and PPT Presentation.
+
+Original Work Only:
+All projects must be built from scratch during the hackathon.
+No pre-existing code or plagiarism allowed—violations will lead to disqualification.
+
+Team Conduct:
+No external assistance outside of assigned mentors.
+Professional conduct must be maintained at all times.
+Judging Criteria:
+
+Innovation and Creativity – Uniqueness of the solution.
+Technical Implementation – Code quality and feasibility.
+Impact and Use Case – Practicality and real-world application.
+Presentation and Demo – Clarity, execution, and engagement.
+
+Final Decision:
+The judges' decision is final and binding. No appeals will be entertained.
+
+Communication & Updates:
+All participating teams must join the official WhatsApp group for important updates: Join Here (https://chat.whatsapp.com/KsUFdyRNAiqLSJukLPQIg2)
+
+---*---*---*---*---*---
+Contact the organisers
+Paarth Baradia - Club Lead
+paarth.psb@gmail.com
++918451924342
+
+Vishal Mane - Associate Club Lead
+vishalmane0611@gmail.com
++918793618982
+---*---*---*---*---*---
+
+Stages and Timelines:
+1. Submission Round (via Unstop)
+16 Mar 25
+Teams must choose one problem statement from the given options. Submissions require a PPT and a 2-3 minute video explaining the solution. The video should clearly present the methodology, concepts, and tech stack used, along with a detailed explanation of the project. Teams must screen-record their PPT while explaining the solution. The video should be uploaded to YouTube or Google Drive, with a shareable link provided for evaluation.
+Start: 06 Mar 25, 09:35 AM IST
+End: 16 Mar 25, 11:59 PM IST
+
+2. Final Round
+28 Mar 25
+Grand Finale -- 24-Hour Hackathon Timeline: --
+
+Day 1 - 28th March:
+12:00 PM: Reporting time and registration.
+1:00 PM: Inauguration Ceremony.
+Overview of the event and release of problem statements.
+2:00 PM: Coding begins.
+4:30 PM: Mentoring Round 1 starts.
+5:00 PM: Evening snacks.
+8:00 PM: Mentoring Round 2 starts.
+9:00 PM: Dinner break.
+12:00 AM (Midnight): Midnight snack.
+
+Day 2 - 29th March:
+8:00 AM: Breakfast.
+12:00 PM: Lunch.
+2:00 PM: Coding ends.
+3:00 PM: Final presentations.
+5:00 PM: Results announcement and distribution of prizes.
+6:00 PM: Event concludes and dispersal.
+
+---*---*---*---*---*---
+About the event: Coherence 2025
+Welcome to Coherence 2025, where innovation knows no bounds! In the heart of our 24-hour hackathon, we unite brilliant minds, fueling a symphony of creativity. Join us on a relentless quest to redefine possibilities and amplify the pulse of tech brilliance!
+---*---*---*---*---*---
+Domains are
+1. Web/App Development: Craft responsive websites and cross-platform mobile apps with the latest technologies.
+2. Blockchain: Empower decentralized solutions and building blockchain applications for the future.
+3. AI/ML: Explore artificial intelligence and machine learning to solve complex problems.
+---*---*---*---*---*---
+
+General Guidelines
+All participants are requested to get their identities verified beforehand at the Registration desks.
+Problem Statements will be released on the day of hackathon i.e on 28rd March.
+Each team should comprise a minimum of 2 and a maximum of 4 members, including the team leader. Team members can be from different colleges.
+Participant should be enrolled in a full-time undergraduate degree.
+Teams will be shortlisted based on Round 1.
+The hackathon format includes 24 hours of coding. After that, teams may present their solutions to the judges.
+Results of this round will be announced after all presentations are reviewed by the judges.
+The participating teams must select any one problem statement to work on and should develop a viable software solution for the same.
+Teams can freely use available servers or their own servers for developing and presenting their product.
+---*---*---*---*---*---
+Prizes up for grabs!
+Winner
+₹ 15,000 + Certificate +
+Internship Opportunity + Goodies
+1st Runner-up
+₹ 7,500 + Certificate +
+Internship Opportunity
++ Goodies
+---*---*---*---*---*---
+Frequently Asked Questions
+How do I register for the hackathon?
+You can register by visiting our registration page (https://unstop.com/o/flano7B?lb=VKuEY8zM&utm_medium=Share&utm_source=shortUrl
+) and following the instructions.
+
+What is the allowed Team size?
+1-4 Members in a single team
+
+What is the registration cost?
+Only ₹500 per team.
+
+When will the problem statements be released?
+All the problem statements will be released a day before the event.
+
+Are travel expenses included too?
+No, the participants are responsible for covering their travel expenses.
+
+Is it an Online or an Offline Hackathon?
+Coherence 25 is being hosted Offline only.
+
+What are the eligibility criteria?
+The hackathon is open to all participants.
+
+Can I participate as an individual or do I need a team?
+Team participation is required. Individual participation is not allowed.
+
+Can a member be a part of two teams?
+No, every member should be part of a single team.
+---*---*---*---*---*---
+Reach Us at Location Venue
+Vidyavardhini's College of Engineering and Technology, K.T. Marg, Vartak College Campus, Vasai Road, Vasai-Virar, Maharashtra 401202
+---*---*---*---*---*---
+For Enquiries Contact:
+Amey Chaudhari: +91 96534 92872
+Shreya Wankkhede: +91 96195 08298
+Shagun Upadhyay: +91 96193 42859
+Email: mlsc@vcet.edu.in
+
+---*---*---*---*---*---
+What is the event about (Coherence 2025)?
+Coherence 2025 is a 24-hour offline hackathon where innovation knows no bounds. It unites brilliant minds, fueling a symphony of creativity on a relentless quest to redefine possibilities and amplify the pulse of tech brilliance.
+
+Where is Coherence 2025 being held?
+Coherence 2025 is being held at Vidyavardhini's College of Engineering and Technology, K.T. Marg, Vartak College Campus, Vasai Road, Vasai-Virar, Maharashtra 401202.

data_1.txt

@@ -0,0 +1,80 @@
+All that you need to know about the event Coherence '25
+Hackathon Rules – Coherence ‘25 - A 24 hr Offline Hackathon
+Initial Judging Round (Free Entry):
+
+Teams will first be evaluated based on their submitted PPT and demo video.
+Submission Deadline: March 16, 2025, 11:59 PM. Late submissions will not be considered.
+No registration fee for this round.
+
+Grand Finale Participation Fee:
+Teams that qualify for the Grand Finale (24-hour hackathon) will be required to pay a participation fee of ₹500 per team.
+Payment details and deadlines will be shared with the shortlisted teams.
+
+Problem Statements:
+The problem statements for the selection round and the Grand Finale will be different.
+The problem statement for the final round will be declared to the shortlisted teams on March 25, 2025.
+
+Final Code Submission:
+Teams must submit their GitHub repository link with properly documented code.
+Submission must include: Source Code, Demo Video, and PPT Presentation.
+
+Original Work Only:
+All projects must be built from scratch during the hackathon.
+No pre-existing code or plagiarism allowed—violations will lead to disqualification.
+
+Team Conduct:
+No external assistance outside of assigned mentors.
+Professional conduct must be maintained at all times.
+Judging Criteria:
+
+Innovation and Creativity – Uniqueness of the solution.
+Technical Implementation – Code quality and feasibility.
+Impact and Use Case – Practicality and real-world application.
+Presentation and Demo – Clarity, execution, and engagement.
+
+Final Decision:
+The judges' decision is final and binding. No appeals will be entertained.
+
+Communication & Updates:
+All participating teams must join the official WhatsApp group for important updates: Join Here (https://chat.whatsapp.com/KsUFdyRNAiqLSJukLPQIg2)
+
+---*---*---*---*---*---
+Contact the organisers
+Paarth Baradia - Club Lead
+paarth.psb@gmail.com
++918451924342
+
+Vishal Mane - Associate Club Lead
+vishalmane0611@gmail.com
++918793618982
+---*---*---*---*---*---
+
+Stages and Timelines:
+1. Submission Round (via Unstop)
+16 Mar 25
+Teams must choose one problem statement from the given options. Submissions require a PPT and a 2-3 minute video explaining the solution. The video should clearly present the methodology, concepts, and tech stack used, along with a detailed explanation of the project. Teams must screen-record their PPT while explaining the solution. The video should be uploaded to YouTube or Google Drive, with a shareable link provided for evaluation.
+Start: 06 Mar 25, 09:35 AM IST
+End: 16 Mar 25, 11:59 PM IST
+
+2. Final Round
+28 Mar 25
+Grand Finale -- 24-Hour Hackathon Timeline: --
+
+Day 1 - 28th March:
+12:00 PM: Reporting time and registration.
+1:00 PM: Inauguration Ceremony.
+Overview of the event and release of problem statements.
+2:00 PM: Coding begins.
+4:30 PM: Mentoring Round 1 starts.
+5:00 PM: Evening snacks.
+8:00 PM: Mentoring Round 2 starts.
+9:00 PM: Dinner break.
+12:00 AM (Midnight): Midnight snack.
+
+Day 2 - 29th March:
+8:00 AM: Breakfast.
+12:00 PM: Lunch.
+2:00 PM: Coding ends.
+3:00 PM: Final presentations.
+5:00 PM: Results announcement and distribution of prizes.
+6:00 PM: Event concludes and dispersal.

data_2.txt

@@ -0,0 +1,68 @@
+About Coherence 2025
+Welcome to Coherence 2025, where innovation knows no bounds! In the heart of our 24-hour hackathon, we unite brilliant minds, fueling a symphony of creativity. Join us on a relentless quest to redefine possibilities and amplify the pulse of tech brilliance!
+---*---*---*---*---*---
+Domains are
+1. Web/App Development: Craft responsive websites and cross-platform mobile apps with the latest technologies.
+2. Blockchain: Empower decentralized solutions and building blockchain applications for the future.
+3. AI/ML: Explore artificial intelligence and machine learning to solve complex problems.
+---*---*---*---*---*---
+
+General Guidelines
+All participants are requested to get their identities verified beforehand at the Registration desks.
+Problem Statements will be released on the day of hackathon i.e on 28rd March.
+Each team should comprise a minimum of 2 and a maximum of 4 members, including the team leader. Team members can be from different colleges.
+Participant should be enrolled in a full-time undergraduate degree.
+Teams will be shortlisted based on Round 1.
+The hackathon format includes 24 hours of coding. After that, teams may present their solutions to the judges.
+Results of this round will be announced after all presentations are reviewed by the judges.
+The participating teams must select any one problem statement to work on and should develop a viable software solution for the same.
+Teams can freely use available servers or their own servers for developing and presenting their product.
+---*---*---*---*---*---
+Prizes up for grabs!
+Winner
+₹ 15,000 + Certificate +
+Internship Opportunity + Goodies
+1st Runner-up
+₹ 7,500 + Certificate +
+Internship Opportunity
++ Goodies
+---*---*---*---*---*---
+Frequently Asked Questions
+How do I register for the hackathon?
+You can register by visiting our registration page (https://unstop.com/o/flano7B?lb=VKuEY8zM&utm_medium=Share&utm_source=shortUrl
+) and following the instructions.
+
+What is the allowed Team size?
+1-4 Members in a single team
+
+What is the registration cost?
+Only ₹500 per team.
+
+When will the problem statements be released?
+All the problem statements will be released a day before the event.
+
+Are travel expenses included too?
+No, the participants are responsible for covering their travel expenses.
+
+Is it an Online or an Offline Hackathon?
+Coherence 25 is being hosted Offline only.
+
+What are the eligibility criteria?
+The hackathon is open to all participants.
+
+Can I participate as an individual or do I need a team?
+Team participation is required. Individual participation is not allowed.
+
+Can a member be a part of two teams?
+No, every member should be part of a single team.
+---*---*---*---*---*---
+Reach Us at Location/Venue
+Vidyavardhini's College of Engineering and Technology
+K.T. Marg, Vartak College Campus, Vasai Road,
+Vasai-Virar, Maharashtra 401202
+---*---*---*---*---*---
+For Enquiries Contact:
+Amey Chaudhari: +91 96534 92872
+Shreya Wankkhede: +91 96195 08298
+Shagun Upadhyay: +91 96193 42859
+Email: mlsc@vcet.edu.in

data_3.txt

@@ -0,0 +1,33 @@
+-- Registration Process: -- 
+
+6th March: Registration goes live on Unstop.
+16th March (11:59 PM): Unstop registration deadline.
+20th - 21st March: Shortlisted teams announcement.
+28th - 29th March: Offline Hackathon event dates.
+
+
+-- 24-Hour Hackathon Timeline: --
+
+Day 1 - 28th March:
+12:00 PM: Reporting time and registration.
+1:00 PM: Inauguration Ceremony.
+Overview of the event and release of problem statements.
+2:00 PM: Coding begins.
+4:30 PM: Mentoring Round 1 starts.
+5:00 PM: Evening snacks.
+8:00 PM: Mentoring Round 2 starts.
+9:00 PM: Dinner break.
+12:00 AM (Midnight): Midnight snack.
+
+Day 2 - 29th March:
+8:00 AM: Breakfast.
+12:00 PM: Lunch.
+2:00 PM: Coding ends.
+3:00 PM: Final presentations.
+5:00 PM: Results announcement and distribution of prizes.
+6:00 PM: Event concludes and dispersal.
+
+
+
+
+

data_4.txt

@@ -0,0 +1,94 @@
+Q1: What is Coherence 2025?
+A1: Coherence 2025 is a 24-hour offline hackathon where innovation knows no bounds. It unites brilliant minds, fueling a symphony of creativity on a relentless quest to redefine possibilities and amplify the pulse of tech brilliance.
+
+Q2: Where is Coherence 2025 being held?
+A2: Coherence 2025 is being held at Vidyavardhini's College of Engineering and Technology, K.T. Marg, Vartak College Campus, Vasai Road, Vasai-Virar, Maharashtra 401202.
+
+Q3: What are the domains for the hackathon?
+A3: The hackathon covers three domains:
+
+Web/App Development – Craft responsive websites and cross-platform mobile apps with the latest technologies.
+Blockchain – Empower decentralized solutions and build blockchain applications for the future.
+AI/ML – Explore artificial intelligence and machine learning to solve complex problems.
+Q4: What is the schedule for Day 1 (March 28)?
+A4:
+
+12:00 PM – Reporting and Registration
+2:00 PM – Opening Ceremony
+3:00 PM – Hacking Begins
+8:00 PM – Dinner Break
+Q5: What is the schedule for Day 2 (March 29)?
+A5:
+
+8:00 AM – Breakfast
+10:00 AM – Hacking Resumes
+12:00 PM – Judging Begins
+2:00 PM – Closing Ceremony
+Q6: Who can participate in Coherence 2025?
+A6: Coherence 2025 is open to undergraduate and postgraduate students from all backgrounds.
+
+Q7: How many members are allowed in a team?
+A7: Teams can consist of 2 to 4 members.
+
+Q8: How do I register for the hackathon?
+A8: You can register on the official Coherence 2025 website by filling out the registration form.
+
+Q9: Is there a registration fee?
+A9: No, participation in Coherence 2025 is completely free.
+
+Q10: What is the selection process for the hackathon?
+A10: Teams will be selected based on the innovation, feasibility, and impact of their project ideas.
+
+Q11: Can I participate alone?
+A11: No, you need to form a team of at least two members.
+
+Q12: Will food and accommodation be provided?
+A12: Yes, food and basic accommodation will be provided for all participants.
+
+Q13: What should I bring to the hackathon?
+A13: Bring your laptop, charger, valid ID, and any other hardware you may need.
+
+Q14: Are there any prizes for winners?
+A14: Yes, winners will receive exciting cash prizes, trophies, and other rewards.
+
+Q15: How will the projects be judged?
+A15: Projects will be judged based on innovation, technical execution, and presentation.
+
+Q16: Will there be any mentorship during the hackathon?
+A16: Yes, experienced mentors will be available to provide guidance and support.
+
+Q17: Can we use third-party libraries and APIs?
+A17: Yes, you are allowed to use third-party libraries and APIs as long as they are open-source or properly licensed.
+
+Q18: Can I work on a pre-existing project?
+A18: No, all projects must be started from scratch at the hackathon.
+
+Q19: Can I submit multiple projects?
+A19: No, each team is allowed to submit only one project.
+
+Q20: Is internet access available at the venue?
+A20: Yes, high-speed internet will be available for all participants.
+
+Q21: Are there any hardware restrictions?
+A21: No specific restrictions, but teams are encouraged to use hardware provided by the organizers when available.
+
+Q22: Can I switch teams after registration?
+A22: No, team compositions are final after registration closes.
+
+Q23: What happens if a team member drops out?
+A23: The team can continue with the remaining members if the minimum requirement of 2 members is maintained.
+
+Q24: How can I contact the organizers for support?
+A24: You can reach out to the support team via the official website or through the provided email.
+
+Q25: Are there any rules for coding languages?
+A25: No, you can use any programming language you prefer.
+
+Q26: What if my project requires special hardware?
+A26: You need to inform the organizers in advance if you require special hardware.
+
+Q27: Are participants allowed to sleep at the venue?
+A27: Yes, sleeping arrangements will be provided.
+
+Q28: Will there be networking opportunities with industry professionals?
+A28: Yes, there will be dedicated networking sessions with industry experts and professionals.

main.py

@@ -0,0 +1,124 @@
+import os
+import getpass
+from groq import Groq
+from langchain.chat_models import init_chat_model
+from langchain_core.messages import HumanMessage, SystemMessage
+from langchain_core.vectorstores import InMemoryVectorStore
+from langchain_core.documents import Document
+from langchain_text_splitters import RecursiveCharacterTextSplitter
+from langchain_community.document_loaders import UnstructuredMarkdownLoader
+from langchain_community.embeddings import HuggingFaceInferenceAPIEmbeddings
+from langchain import hub
+from langgraph.graph import START, StateGraph
+from pydantic.main import BaseModel
+from typing_extensions import List, TypedDict
+
+from langchain_cohere import CohereEmbeddings
+
+import re
+from dotenv import load_dotenv
+from fastapi import FastAPI
+from fastapi.middleware.cors import CORSMiddleware
+from fastapi.responses import JSONResponse
+
+'''
+if not os.environ.get("GROQ_API_KEY"):
+    os.environ["GROQ_API_KEY"] = getpass.getpass("Enter API key for Groq: ")
+'''
+
+load_dotenv()
+
+print(f"GROQ_API_KEY: {os.getenv('GROQ_API_KEY')}")
+print(f"HUGGING_FACE_API_KEY: {os.getenv('HUGGING_FACE_API_KEY')}")
+
+
+llm = init_chat_model("deepseek-r1-distill-llama-70b", model_provider="groq", api_key=os.getenv("GROQ_API_KEY"))
+'''
+embeddings = HuggingFaceInferenceAPIEmbeddings(
+    api_key = os.getenv('HUGGING_FACE_API_KEY'),
+    model_name="sentence-transformers/all-MiniLM-L6-v2"
+)
+
+embeddings = HuggingFaceInferenceAPIEmbeddings(
+    api_key=os.getenv('HUGGING_FACE_API_KEY'), model_name="sentence-transformers/all-MiniLM-L6-v2"
+)'''
+
+embeddings = CohereEmbeddings(
+    cohere_api_key=os.getenv('COHERE'),
+    model="embed-english-v3.0",  # Added this line
+    user_agent="langchain-cohere-embeddings"
+)
+
+vector_store = InMemoryVectorStore(embedding=embeddings)
+
+# Data - 1 and Data - 2
+data_1 = open(r'data_1.txt', 'r').read()
+data_2 = open(r'data_2.txt', 'r').read()
+data_3 = open(r'data_3.txt', 'r').read()
+data_4 = open(r'data_4.txt', 'r').read()
+
+comb = open(r'comb.txt', 'r').read()
+
+md_loader = UnstructuredMarkdownLoader('comb.md')
+
+text_splitter = RecursiveCharacterTextSplitter(chunk_size=500, chunk_overlap=100)
+# all_splits = text_splitter.split_text(data_1 + "\n\n" + data_2 + "\n\n" + data_3 + "\n\n" + data_4)
+# all_splits = text_splitter.split_text(comb)
+all_splits = text_splitter.split_documents(md_loader.load())
+
+# docs = [Document(page_content=text) for text in all_splits]
+docs = [Document(page_content=text.page_content, metadata=text.metadata) for text in all_splits]
+_ = vector_store.add_documents(documents=docs)
+
+
+prompt = hub.pull("rlm/rag-prompt")
+
+class State(TypedDict):
+    question: str
+    context: List[Document]
+    answer: str
+
+def retrieve(state: State):
+    retrieved_docs = vector_store.similarity_search(state["question"])
+    return {"context": retrieved_docs}
+
+def generate(state: State):
+    docs_content = "\n\n".join(doc.page_content for doc in state["context"])
+    messages = prompt.invoke({"question": state["question"], "context": docs_content})
+    response = llm.invoke(messages)
+    return {"answer": response.content}
+
+graph_builder = StateGraph(State).add_sequence([retrieve, generate])
+graph_builder.add_edge(START, "retrieve")
+graph = graph_builder.compile()
+'''
+response = graph.invoke({"question": "Who should i contact for help ?"})
+print(response["answer"])
+'''
+
+app = FastAPI()
+
+origins = ["*"]
+
+app.add_middleware(
+    CORSMiddleware,
+    allow_origins=origins,
+    allow_credentials=True,
+    allow_methods=["GET", "POST", "PUT", "DELETE"],
+    allow_headers=["*"],
+)
+
+@app.get("/ping")
+async def ping():
+    return "Pong!"
+
+class Query(BaseModel):
+    question: str
+
+@app.get("/chat")
+async def chat(request: Query):
+    response = graph.invoke({"question": request.question})
+    response = response["answer"]
+    response = re.sub(r'<think>.*?</think>', '', response, flags=re.DOTALL)
+    # response = response[4:]
+    return {"response": response}

requirements.txt

@@ -0,0 +1,121 @@
+aiofiles==24.1.0
+aiohappyeyeballs==2.5.0
+aiohttp==3.11.13
+aiosignal==1.3.2
+annotated-types==0.7.0
+anyio==4.8.0
+attrs==25.1.0
+backoff==2.2.1
+beautifulsoup4==4.13.3
+certifi==2025.1.31
+cffi==1.17.1
+chardet==5.2.0
+charset-normalizer==3.4.1
+click==8.1.8
+cohere==5.14.0
+cryptography==44.0.2
+dataclasses-json==0.6.7
+distro==1.9.0
+dnspython==2.7.0
+email_validator==2.2.0
+emoji==2.14.1
+eval_type_backport==0.2.2
+fastapi==0.115.11
+fastapi-cli==0.0.7
+fastavro==1.10.0
+filelock==3.18.0
+filetype==1.2.0
+frozenlist==1.5.0
+fsspec==2025.3.0
+greenlet==3.1.1
+groq==0.18.0
+h11==0.14.0
+html5lib==1.1
+httpcore==1.0.7
+httptools==0.6.4
+httpx==0.28.1
+httpx-sse==0.4.0
+huggingface-hub==0.29.3
+idna==3.10
+Jinja2==3.1.6
+jiter==0.9.0
+joblib==1.4.2
+jsonpatch==1.33
+jsonpointer==3.0.0
+langchain==0.3.20
+langchain-cohere==0.4.3
+langchain-community==0.3.19
+langchain-core==0.3.43
+langchain-groq==0.2.5
+langchain-openai==0.3.8
+langchain-text-splitters==0.3.6
+langdetect==1.0.9
+langgraph==0.3.5
+langgraph-checkpoint==2.0.18
+langgraph-prebuilt==0.1.2
+langgraph-sdk==0.1.55
+langsmith==0.3.13
+lxml==5.3.1
+Markdown==3.7
+markdown-it-py==3.0.0
+MarkupSafe==3.0.2
+marshmallow==3.26.1
+mdurl==0.1.2
+msgpack==1.1.0
+multidict==6.1.0
+mypy-extensions==1.0.0
+nest-asyncio==1.6.0
+nltk==3.9.1
+numpy==1.26.4
+olefile==0.47
+openai==1.65.5
+orjson==3.10.15
+packaging==24.2
+propcache==0.3.0
+psutil==7.0.0
+pycparser==2.22
+pydantic==2.10.6
+pydantic-settings==2.8.1
+pydantic_core==2.27.2
+Pygments==2.19.1
+pypdf==5.3.1
+python-dateutil==2.9.0.post0
+python-dotenv==1.0.1
+python-iso639==2025.2.18
+python-magic==0.4.27
+python-multipart==0.0.20
+python-oxmsg==0.0.2
+PyYAML==6.0.2
+RapidFuzz==3.12.2
+regex==2024.11.6
+requests==2.32.3
+requests-toolbelt==1.0.0
+rich==13.9.4
+rich-toolkit==0.13.2
+shellingham==1.5.4
+six==1.17.0
+sniffio==1.3.1
+soupsieve==2.6
+SQLAlchemy==2.0.38
+starlette==0.46.1
+tenacity==9.0.0
+tiktoken==0.9.0
+tokenizers==0.21.1
+tqdm==4.67.1
+typer==0.15.2
+types-PyYAML==6.0.12.20241230
+types-requests==2.32.0.20250306
+typing-inspect==0.9.0
+typing-inspection==0.4.0
+typing_extensions==4.12.2
+unstructured==0.17.0
+unstructured-client==0.31.1
+urllib3==2.3.0
+uvicorn==0.34.0
+uvloop==0.21.0
+watchfiles==1.0.4
+webencodings==0.5.1
+websockets==15.0.1
+wrapt==1.17.2
+yarl==1.18.3
+zstandard==0.23.0