├── AI Chatbot PyTorch ├── intents.json └── main.py ├── AI Hashtag Generator ├── .env ├── app.py ├── static │ └── style.css └── templates │ └── index.html ├── AI Music Generation └── Main.ipynb ├── AI Tutor Clone ├── .env ├── live.py └── simple.py ├── AI Voice Assistant Vapi └── app.py ├── Annual Report Summary ├── counter.py └── main.py ├── Anomaly Detection Time Series Data └── main.py ├── Bluetooth Chat ├── client.py └── server.py ├── C Extension Speedup ├── 1_python_example.py ├── 2_optimized.py ├── fast_factorial_repetition.c ├── pyproject.toml └── setup.py ├── CSGO Round Winner Prediction └── CSGO Prediction.ipynb ├── Crypto Demo Portfolio ├── backend │ ├── __init__.py │ ├── main.py │ ├── models.py │ └── schemas.py └── frontend │ ├── README.md │ ├── eslint.config.js │ ├── index.html │ ├── package-lock.json │ ├── package.json │ ├── public │ └── vite.svg │ ├── src │ ├── App.css │ ├── App.tsx │ ├── assets │ │ └── react.svg │ ├── components │ │ ├── Dashboard.tsx │ │ ├── Login.tsx │ │ └── Register.tsx │ ├── context │ │ └── AuthContext.tsx │ ├── index.css │ ├── main.tsx │ ├── services │ │ └── api.ts │ └── vite-env.d.ts │ ├── tsconfig.app.json │ ├── tsconfig.json │ ├── tsconfig.node.json │ └── vite.config.ts ├── Deep Reinforcement Learning - OpenAI Gym ├── intelligent_agent.py └── random_agent.py ├── Docker Crash Course ├── Flask App │ ├── Dockerfile │ ├── app.py │ ├── requirements.txt │ └── templates │ │ └── index.html └── Shopping List App │ ├── backend │ ├── Dockerfile │ ├── logs │ │ └── backend.log │ ├── main.py │ └── requirements.txt │ ├── docker-compose.yml │ └── frontend │ ├── .env │ ├── .gitignore │ ├── Dockerfile │ ├── README.md │ ├── eslint.config.js │ ├── index.html │ ├── package-lock.json │ ├── package.json │ ├── public │ └── vite.svg │ ├── src │ ├── App.css │ ├── App.tsx │ ├── assets │ │ └── react.svg │ ├── index.css │ ├── main.tsx │ └── vite-env.d.ts │ ├── tsconfig.app.json │ ├── tsconfig.json │ ├── tsconfig.node.json │ └── vite.config.ts ├── Drawdata Tutorial ├── .ipynb_checkpoints │ ├── Main-checkpoint.html │ └── Main-checkpoint.ipynb ├── .virtual_documents │ └── Main.ipynb ├── Main.html └── Main.ipynb ├── E-Commerce AI Agent ├── app.py ├── static │ └── style.css └── templates │ ├── base.html │ └── index.html ├── EEG Sleep └── Main.ipynb ├── Fake News Detection └── Fake News Detection.ipynb ├── Financial Dashboard └── main.py ├── Intelligent AI Web Chatbot ├── Flask App │ ├── app.py │ ├── model │ │ ├── chatbot_model.keras │ │ ├── classes.pkl │ │ ├── intents.json │ │ └── words.pkl │ ├── templates │ │ └── index.html │ └── utils.py └── Preparation │ ├── chatbot.py │ ├── intents.json │ ├── model │ ├── chatbot_model.keras │ ├── classes.pkl │ └── words.pkl │ └── model_training.py ├── Job SaaS └── job-saas │ ├── Dockerfile │ ├── accounts │ ├── __init__.py │ ├── admin.py │ ├── apps.py │ ├── migrations │ │ └── __init__.py │ ├── models.py │ ├── templates │ │ └── accounts │ │ │ ├── login.html │ │ │ └── signup.html │ ├── tests.py │ ├── urls.py │ └── views.py │ ├── core │ ├── __init__.py │ ├── asgi.py │ ├── celery.py │ ├── settings.py │ ├── urls.py │ └── wsgi.py │ ├── docker-compose.yml │ ├── jobs │ ├── __init__.py │ ├── admin.py │ ├── apps.py │ ├── llm_schemas.py │ ├── migrations │ │ ├── 0001_initial.py │ │ └── __init__.py │ ├── models.py │ ├── services.py │ ├── tasks.py │ ├── templates │ │ ├── jobs │ │ │ ├── home.html │ │ │ ├── results.html │ │ │ ├── results_list.html │ │ │ └── search.html │ │ └── search.html │ ├── tests.py │ ├── urls.py │ └── views.py │ ├── manage.py │ ├── pyproject.toml │ └── uv.lock ├── Julius AI ├── docker-compose.yml ├── load_customers.py └── messy_customers.csv ├── K-Nearest Neighbors From Scratch └── main.py ├── LLM Development ├── main.py ├── main2.py ├── main3.py └── main4.py ├── LLM Wrappers ├── LaTeX Example │ ├── app.py │ ├── static │ │ └── styles.css │ └── templates │ │ └── index.html ├── Translator Example │ ├── app.py │ ├── static │ │ └── styles.css │ └── templates │ │ └── index.html └── YouTube Example │ ├── app.py │ ├── static │ └── styles.css │ └── templates │ └── index.html ├── Laptop Price Prediction └── Laptop Price Prediction.ipynb ├── Live Face Recognition └── main.py ├── LoRA Fine-Tuning ├── Evaluation_TinyLlama_Frobinate.ipynb ├── Evaluation_TinyLlama_Math.ipynb ├── Fine-Tuning_TinyLlama_Frobinate.ipynb ├── Fine-Tuning_TinyLlama_Math.ipynb ├── frobinate.jsonl └── frobinate_test.jsonl ├── Local AI Agent ├── .env └── main.py ├── MCP Server ├── mcp.json ├── mcp_email │ ├── .env │ └── main.py └── mcp_git_issues │ ├── .env │ └── main.py ├── MCP Tutorial └── my-mcp-server │ ├── .python-version │ ├── README.md │ ├── main.py │ ├── pyproject.toml │ └── uv.lock ├── MonsterUI ├── counter_app.py └── todo_app.py ├── Multiprocessing ├── 1_pools.py ├── 2_process.py ├── 3_queues.py ├── 4_pipes.py ├── 5_locks.py └── 6_semaphores.py ├── News Aggregator ├── app.py ├── static │ └── style.css └── templates │ ├── base.html │ ├── index.html │ └── search_results.html ├── Next-Gen Search Engine ├── .env ├── cli_app.py ├── flask_agent │ ├── app.py │ └── templates │ │ └── index.html └── pyproject.toml ├── Nuitka ├── editor.py ├── editor_qt6.py └── main.py ├── Options Analysis └── Main.ipynb ├── PDF Table Extraction ├── extract_camelot.py ├── extract_llmwhisperer.py ├── extract_pdfplumber.py ├── extract_py2pdf.py └── extract_tabula.py ├── Planet Orbit └── main.py ├── Polling App Flask ├── app.py ├── polls.csv └── templates │ ├── index.html │ ├── new_poll.html │ └── show_poll.html ├── Python Interface Definitions ├── __init__.py ├── circle.py ├── circle.pyi ├── circle_module │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-39.pyc │ │ └── circle.cpython-39.pyc │ ├── circle.py │ └── circle.pyi └── main.py ├── Quart ├── 1_flask_app │ ├── 1_flask_app.py │ └── templates │ │ └── page.html ├── 1_quart_app │ ├── 1_quart_app.py │ └── templates │ │ └── page.html ├── 2_flask_blueprint_app │ ├── myapp │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ └── __init__.cpython-311.pyc │ │ ├── first │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-311.pyc │ │ │ │ └── routes.cpython-311.pyc │ │ │ └── routes.py │ │ └── second │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-311.pyc │ │ │ └── routes.cpython-311.pyc │ │ │ └── routes.py │ └── run.py ├── 2_quart_blueprint_app │ ├── myapp │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ └── __init__.cpython-311.pyc │ │ ├── first │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-311.pyc │ │ │ │ └── routes.cpython-311.pyc │ │ │ └── routes.py │ │ └── second │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-311.pyc │ │ │ └── routes.cpython-311.pyc │ │ │ └── routes.py │ └── run.py ├── 3_quart_websockets │ ├── app.py │ └── static │ │ └── index.html ├── 4_quart_sse │ ├── app.py │ └── static │ │ └── index.html ├── 5_quart_request_streaming │ ├── app.py │ └── static │ │ └── index.html └── 6_quart_response_streaming │ ├── app.py │ └── static │ └── index.html ├── Ragas Tutorial └── Video Notebook.ipynb ├── Real-Time AI Voice Chatbot ├── app.py ├── common.py ├── frontend │ ├── app.jsx │ └── index.html ├── moshi.py └── pyproject.toml ├── Reportlab PDF ├── 1_simple.py ├── 2_report.py ├── 3_invoice.py └── nn_logo.jpg ├── Secure GenAI Apps ├── .env └── main.py ├── Sign E-Mails Certificates └── main.py ├── Stripe Python ├── 1_basic │ ├── .env │ ├── main.py │ └── templates │ │ └── index.html ├── 2_db │ ├── .env │ └── shop │ │ ├── accounts │ │ ├── __init__.py │ │ ├── admin.py │ │ ├── apps.py │ │ ├── models.py │ │ ├── templates │ │ │ └── registration │ │ │ │ ├── login.html │ │ │ │ └── signup.html │ │ ├── tests.py │ │ ├── urls.py │ │ └── views.py │ │ ├── manage.py │ │ ├── products │ │ ├── __init__.py │ │ ├── admin.py │ │ ├── apps.py │ │ ├── models.py │ │ ├── templates │ │ │ └── products │ │ │ │ └── products.html │ │ ├── tests.py │ │ ├── urls.py │ │ └── views.py │ │ └── shop │ │ ├── __init__.py │ │ ├── asgi.py │ │ ├── settings.py │ │ ├── urls.py │ │ └── wsgi.py └── 3_subscription │ ├── .env │ └── shop │ ├── accounts │ ├── __init__.py │ ├── admin.py │ ├── apps.py │ ├── models.py │ ├── signals.py │ ├── templates │ │ └── registration │ │ │ ├── login.html │ │ │ └── signup.html │ ├── tests.py │ ├── urls.py │ └── views.py │ ├── manage.py │ ├── products │ ├── __init__.py │ ├── admin.py │ ├── apps.py │ ├── models.py │ ├── templates │ │ └── products │ │ │ └── products.html │ ├── tests.py │ ├── urls.py │ └── views.py │ └── shop │ ├── __init__.py │ ├── asgi.py │ ├── settings.py │ ├── urls.py │ └── wsgi.py ├── TTKBootstrap ├── basics_tkinter.py ├── basics_ttkbootstrap.py ├── calculator_tkinter.py ├── calculator_ttkbootstrap.py ├── demo.py ├── login_tkinter.py ├── login_ttkbootstrap.py ├── stopwatch_tkinter.py └── stopwatch_ttkbootstrap.py ├── Task Queues ├── 1_minimal_example │ ├── .env │ ├── Dockerfile │ ├── client.py │ ├── docker-compose.yml │ ├── requirements.txt │ └── worker.py ├── 2_llm_example │ ├── .env │ ├── Dockerfile │ ├── client.py │ ├── docker-compose.yml │ ├── requirements.txt │ └── worker.py ├── 3_llm_multipart_example │ ├── .env │ ├── Dockerfile │ ├── client.py │ ├── docker-compose.yml │ ├── requirements.txt │ └── worker.py ├── 4_celery_beat_schedule │ ├── .env │ ├── Dockerfile │ ├── docker-compose.yml │ ├── requirements.txt │ └── worker.py └── 5_django_example │ ├── .env │ ├── Dockerfile │ ├── celery_example │ ├── celery_example │ │ ├── __init__.py │ │ ├── asgi.py │ │ ├── celery.py │ │ ├── settings.py │ │ ├── urls.py │ │ └── wsgi.py │ ├── main │ │ ├── __init__.py │ │ ├── admin.py │ │ ├── apps.py │ │ ├── migrations │ │ │ └── __init__.py │ │ ├── models.py │ │ ├── tasks.py │ │ ├── templates │ │ │ └── main │ │ │ │ ├── index.html │ │ │ │ └── status.html │ │ ├── tests.py │ │ ├── urls.py │ │ └── views.py │ └── manage.py │ ├── docker-compose.yml │ └── requirements.txt ├── Text Generation AI - Next Word Prediction └── Text Generation AI.ipynb ├── Time Series Prediction └── Main.ipynb ├── Tkinter Dashboards ├── main.py ├── main2.py ├── main3.py └── main4.py ├── Todo List App Flask ├── main.py └── templates │ ├── edit.html │ └── index.html ├── Unsloth Fine-Tuning ├── Fine-Tuning Unsloth.ipynb ├── Modelfile └── people_data.json └── Weather App Django └── weather_project ├── db.sqlite3 ├── manage.py ├── weather_app ├── __init__.py ├── __pycache__ │ ├── __init__.cpython-39.pyc │ ├── admin.cpython-39.pyc │ ├── apps.cpython-39.pyc │ ├── models.cpython-39.pyc │ ├── urls.cpython-39.pyc │ └── views.cpython-39.pyc ├── admin.py ├── apps.py ├── migrations │ ├── __init__.py │ └── __pycache__ │ │ └── __init__.cpython-39.pyc ├── models.py ├── static │ └── style.css ├── templates │ └── weather_app │ │ ├── city_weather.html │ │ └── index.html ├── tests.py ├── urls.py └── views.py └── weather_project ├── __init__.py ├── __pycache__ ├── __init__.cpython-39.pyc ├── settings.cpython-39.pyc ├── urls.cpython-39.pyc └── wsgi.cpython-39.pyc ├── asgi.py ├── settings.py ├── urls.py 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