Edu4Every ( Novathon )

hackathon/Edu4Every ( Novathon )/Edu4Every/fastapi/Readme.md

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+# AI Educational and Career Support Platform
+
+## Overview
+
+This comprehensive platform provides a suite of AI-powered tools designed to support students, teachers, and job seekers through various stages of their educational and professional journey.
+
+## Features
+
+### 1. Assignment Correction AI
+- Automatically grade student assignments
+- Uses OCR to extract text from PDF submissions
+- Compares student answers with teacher's reference answer
+- Provides a grade out of 100
+
+### 2. Job Recommendation System
+- Analyzes user questionnaire responses
+- Recommends personalized job roles
+- Integrates with Google Jobs API to fetch relevant job listings
+
+### 3. Resume Processing
+- Generates professional 2-page resumes
+- Utilizes job market keywords
+- Customized based on user's education, skills, and experience
+
+### 4. Additional Tools
+- AI Writing Assistant
+- AI Note Maker
+- AI Call Assistant
+- AI Learning Course Generator
+- AI Mock Test Generator
+- AI Career Roadmap Creator
+
+## Technologies Used
+
+### Backend
+- FastAPI
+- Python
+
+### AI and Machine Learning
+- LLMWare
+- Groq AI
+- Ollama
+- Mistral AI Model
+
+### APIs
+- SerpAPI (for job searches)
+- Bolna API (for call initiation)
+
+## Setup and Installation
+
+### Prerequisites
+- Python 3.8+
+- pip
+- Virtual environment (recommended)
+
+### Installation Steps
+1. Clone the repository
+```bash
+git clone <repository-url>
+```
+
+2. Create a virtual environment
+```bash
+python -m venv venv
+source venv/bin/activate  # On Windows, use `venv\Scripts\activate`
+```
+
+3. Install dependencies
+```bash
+pip install -r requirements.txt
+```
+
+4. Set up environment variables
+Create a `.env` file with the following:
+```
+groq_api=your_groq_api_key
+serpapi_api=your_serpapi_key
+bolna_api=your_bolna_api_key
+agent_id=your_agent_id
+```
+
+5. Run the application
+```bash
+uvicorn main:app --reload
+```
+
+## API Endpoints
+
+### Assignment Correction
+- `POST /correct-ai-assiagment/upload-and-process-pdf`
+  - Uploads PDF and processes assignment
+
+### Job Recommendation
+- `POST /job_recommendation/recommend-jobs`
+  - Generates job recommendations based on user profile
+
+### Resume Processing
+- `POST /process_carrier_guidance/process-guidance`
+  - Generates personalized resume
+
+## Security
+- CORS configured
+- API key protection
+- Secure file handling
+
+## Contributing
+1. Fork the repository
+2. Create your feature branch (`git checkout -b feature/AmazingFeature`)
+3. Commit your changes (`git commit -m 'Add some AmazingFeature'`)
+4. Push to the branch (`git push origin feature/AmazingFeature`)
+5. Open a Pull Request
+
+## License
+Distributed under the MIT License. See `LICENSE` for more information.
+
+## Contact
+Your Name - [email protected]
+
+Project Link: [https://github.com/yourusername/your-project-name]

hackathon/Edu4Every ( Novathon )/Edu4Every/fastapi/cors.py

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+from fastapi.middleware.cors import CORSMiddleware
+
+def add_cors(app):
+    # List of allowed origins (can be '*' to allow all origins)
+    allowed_origins = [
+        "*"  # Add any other domain you want to allow
+    ]
+
+    # Adding CORS middleware
+    app.add_middleware(
+        CORSMiddleware,
+        allow_origins=allowed_origins,  # Specifies allowed origins
+        allow_credentials=True,
+        allow_methods=["*"],  # Allow all HTTP methods (GET, POST, etc.)
+        allow_headers=["*"],  # Allow all headers
+    )

hackathon/Edu4Every ( Novathon )/Edu4Every/fastapi/main.py

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+from fastapi import FastAPI
+from routers.teacher import teacher_router
+from routers.student import student_router
+from routers.carrier_guidance import carrier_guidance_router
+from routers.job_ai import job_recommendation_router
+from routers.resume import process_resume
+from routers.rag import router
+from routers.image_search import router as search_image
+from routers.writing_assistant import router as writing_assistant_router
+from routers.ai_note_maker import router as ai_note_maker
+from routers.ai_call_assistant import router as call_assistant
+from routers.ai_assiagment_correcter import router as ai_assiagment_correcter
+from routers.ai_learning_cource import router as ai_learning_cource
+from routers.ai_mock_test_genarate import router as ai_mock_test_genarate
+from routers.ai_roadmap import router as ai_roadmap
+from cors import add_cors  # Import the CORS configuration
+
+app = FastAPI()
+
+# Apply CORS settings
+add_cors(app)
+
+# Include the routers
+app.include_router(teacher_router, prefix="/teacher", tags=["Teacher"])
+app.include_router(student_router, prefix="/student", tags=["Student"])
+app.include_router(carrier_guidance_router, prefix="/carrier_guidance", tags=["Carrier Guidance"])
+app.include_router(process_resume , prefix="/process_carrier_guidance", tags=["Process Carrier Guidance"])
+app.include_router(job_recommendation_router, prefix="/job_recommendation", tags=["Job Recommendation"])
+app.include_router(router, prefix="/rag", tags=["RAG"])
+app.include_router(search_image, prefix="/search-image", tags=["Search Image"])
+app.include_router(writing_assistant_router, prefix="/writing_assistant", tags=["Writing Assistant"])
+app.include_router(ai_note_maker, prefix="/transcribe-audio", tags=["Transcribe Audio"])
+app.include_router(call_assistant, prefix="/initiate-call", tags=["Initiate Call"])
+app.include_router(ai_assiagment_correcter, prefix="/correct-ai-assiagment", tags=["Correct AI Assiagment"])
+app.include_router(ai_learning_cource, prefix="/ai-learning-cource", tags=["AI Learning Cource"])
+app.include_router(ai_mock_test_genarate, prefix="/ai-mock-test-genarate", tags=["AI Mock Test Genarate"])
+app.include_router(ai_roadmap, prefix="/ai-roadmap", tags=["AI Roadmap"])

hackathon/Edu4Every ( Novathon )/Edu4Every/fastapi/requirements.txt

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+annotated-types==0.7.0
+anyio==4.6.2.post1
+asgiref==3.8.1
+backoff==2.2.1
+bcrypt==4.2.1
+boto3==1.35.71
+botocore==1.35.71
+build==1.2.2.post1
+cachetools==5.5.0
+certifi==2024.8.30
+cffi==1.17.1
+charset-normalizer==3.4.0
+chroma-hnswlib==0.7.6
+chromadb==0.5.20
+click==8.1.7
+colorama==0.4.6
+coloredlogs==15.0.1
+Deprecated==1.2.15
+distro==1.9.0
+dnspython==2.7.0
+durationpy==0.9
+exceptiongroup==1.2.2
+fastapi==0.115.5
+filelock==3.16.1
+flatbuffers==24.3.25
+fsspec==2024.10.0
+google-auth==2.36.0
+googleapis-common-protos==1.66.0
+greenlet==3.1.1
+groq==0.12.0
+grpcio==1.68.0
+h11==0.14.0
+httpcore==1.0.7
+httptools==0.6.4
+httpx==0.27.2
+huggingface-hub==0.26.2
+humanfriendly==10.0
+idna==3.10
+importlib_metadata==8.5.0
+importlib_resources==6.4.5
+Jinja2==3.1.4
+jiter==0.8.0
+jmespath==1.0.1
+kubernetes==31.0.0
+llmware==0.3.9
+markdown-it-py==3.0.0
+MarkupSafe==3.0.2
+mdurl==0.1.2
+mmh3==5.0.1
+monotonic==1.6
+mpmath==1.3.0
+networkx==3.4.2
+numpy==2.1.3
+nvidia-cublas-cu12==12.4.5.8
+nvidia-cuda-cupti-cu12==12.4.127
+nvidia-cuda-nvrtc-cu12==12.4.127
+nvidia-cuda-runtime-cu12==12.4.127
+nvidia-cudnn-cu12==9.1.0.70
+nvidia-cufft-cu12==11.2.1.3
+nvidia-curand-cu12==10.3.5.147
+nvidia-cusolver-cu12==11.6.1.9
+nvidia-cusparse-cu12==12.3.1.170
+nvidia-nccl-cu12==2.21.5
+nvidia-nvjitlink-cu12==12.4.127
+nvidia-nvtx-cu12==12.4.127
+oauthlib==3.2.2
+onnxruntime==1.20.1
+openai==1.55.2
+opentelemetry-api==1.28.2
+opentelemetry-exporter-otlp-proto-common==1.28.2
+opentelemetry-exporter-otlp-proto-grpc==1.28.2
+opentelemetry-instrumentation==0.49b2
+opentelemetry-instrumentation-asgi==0.49b2
+opentelemetry-instrumentation-fastapi==0.49b2
+opentelemetry-proto==1.28.2
+opentelemetry-sdk==1.28.2
+opentelemetry-semantic-conventions==0.49b2
+opentelemetry-util-http==0.49b2
+orjson==3.10.12
+overrides==7.7.0
+packaging==24.2
+pdf2image==1.17.0
+pgvector==0.2.4
+pillow==11.0.0
+posthog==3.7.4
+protobuf==5.29.0
+psycopg==3.1.17
+psycopg-binary==3.1.17
+psycopg2-binary==2.9.10
+pyasn1==0.6.1
+pyasn1_modules==0.4.1
+pycparser==2.22
+pydantic==2.10.2
+pydantic_core==2.27.1
+pydub==0.25.1
+Pygments==2.18.0
+pymongo==4.10.1
+PyPDF2==3.0.1
+PyPika==0.48.9
+pyproject_hooks==1.2.0
+pytesseract==0.3.13
+python-dateutil==2.9.0.post0
+python-dotenv==1.0.1
+python-multipart==0.0.17
+PyYAML==6.0.2
+regex==2024.11.6
+requests==2.32.3
+requests-oauthlib==2.0.0
+rich==13.9.4
+rsa==4.9
+s3transfer==0.10.4
+safetensors==0.4.5
+serpapi==0.1.5
+shellingham==1.5.4
+six==1.16.0
+sniffio==1.3.1
+soundfile==0.12.1
+soxr==0.5.0.post1
+SQLAlchemy==2.0.36
+starlette==0.41.3
+sympy==1.13.1
+tenacity==9.0.0
+tokenizers==0.20.3
+tomli==2.2.1
+torch==2.5.1
+tqdm==4.67.1
+transformers==4.46.3
+triton==3.1.0
+typer==0.13.1
+typing_extensions==4.12.2
+urllib3==2.2.3
+uvicorn==0.32.1
+uvloop==0.21.0
+watchfiles==1.0.0
+websocket-client==1.8.0
+websockets==14.1
+wrapt==1.17.0
+zipp==3.21.0