ChatGPT with HTMX, MongoDB, and Tailwind
Build a full-stack ChatGPT webapp with message history using FastAPI, MongoDB, htmx, and Tailwind CSS. Learn database creation, connection, and deployment on Railway with minimal JavaScript.
Build a ChatGPT Plugin with VS Code and Codespaces
Develop a ChatGPT plugin using VS Code and Codespaces. Learn to create a FastAPI app with GitHub Copilot and transform it into a plugin, all within a cloud-based development environment.
How to Protect an API in FastAPI with Auth0
Learn to integrate FastAPI with Auth0 for API protection using dependency injection. Covers setup, configuration, endpoint protection, and making secure requests.
How to Create a Python API with FastAPI - Full Tutorial
Learn to build a Python API using FastAPI, covering CRUD operations, request handling, JSON, Pydantic models, and API testing in this comprehensive tutorial.
Real-time Chat Sentiment Analysis with Next.js, FastAPI, and Python - GPT-4 Implementation
Explore real-time chat sentiment analysis implementations using Python, FastAPI, and Next.js with GPT-4 integration for advanced AI-powered text analysis.
Creating a Dynamic Knowledge Distillation Web App Using FastAPI and GPT-4 - Echohive Tutorial
Build a dynamic web app with FastAPI and GPT-4 to generate articles and markdown from user-guided topics, leveraging knowledge distillation techniques for comprehensive content creation.
Deploy RAG/AI App to AWS Cloud - Step-by-Step Tutorial
Step-by-step guide to deploy a Python RAG/AI project as a scalable, high-performance public API on AWS Lambda, covering FastAPI integration, Docker image creation, and AWS CDK infrastructure setup.
From Documents to Vectors: Understanding ChatGPT's Technical Architecture with OpenAI Plugins
Dive into the technical architecture of ChatGPT plugins, exploring vector databases, API endpoints, and real-time data retrieval methods for enhanced AI capabilities.
Deploy with FastAPI - Sentiment Analysis with BERT Using Huggingface, PyTorch, and Python Tutorial
Learn to deploy a pre-trained BERT model for sentiment analysis as a REST API using FastAPI, PyTorch, and Hugging Face. Covers project setup, API creation, model integration, and real-time predictions.
Chat GPT UI Built by GPT-3 API Responses Directly in VS Code Using HTML, CSS, JavaScript & FastAPI
Build a ChatGPT-like UI using HTML, CSS, JavaScript, and FastAPI. Integrate OpenAI's GPT API for responses directly in VS Code, creating an interactive chat interface.
GPT-4 Codes ChatGPT Chatbot with Memory Webapp with FastAPI and JavaScript
Build a ChatGPT-like webapp with memory using FastAPI and JavaScript. Learn to implement conversational AI, manage token limits, and create responsive UIs for an engaging chatbot experience.
Creating a GPT-3 Webapp with OpenAI API, FastAPI, HTML, JavaScript, and Python
Learn to build a GPT-3 webapp using OpenAI API, FastAPI, HTML, JavaScript, and Python. Covers frontend and backend development, API integration, and practical coding techniques.
GPT-4 API with Streaming Responses, Chat History, Streamlit, Gradio UI, JavaScript, FastAPI Webapp
Comprehensive tutorial on implementing GPT-4 API with streaming, chat history, and various UI options. Learn to build interactive AI-powered applications using Streamlit, Gradio, and FastAPI.
Building an ML Cancer Segmentation API in 15 Minutes
Build and deploy a machine learning Cancer Segmentation API using Python, TensorFlow, FastAPI, and Heroku in a quick tutorial. Learn to create a practical ML application for medical imaging analysis.
AutoXGB - Automated ML with XGBoost + Optuna + FastAPI - Kaggle Demo
Explore AutoXGB, a Python library for automated machine learning using XGBoost, Optuna, and FastAPI. Learn its parameters and application in a Kaggle competition.
FastAPI Chatgpt Web App Using OpenAI API with HTML, Tailwind CSS, and JavaScript
Learn to build AI-powered web apps using FastAPI, JavaScript, and OpenAI's GPT models. Covers key concepts like CORS, static files, and HTTP methods for seamless integration.
Introducing GPT Auto Coder V.4
Explore the latest Auto Coder V.4, featuring autonomous and controlled modes, error mitigation, and practical applications like generating a Flappy Bird game and GPT chatbot web app.
Extractive Q&A With Haystack and FastAPI in Python
Build an extractive Q&A system using Haystack, FastAPI, and BERT transformer. Implement Elasticsearch with BM25 retriever for efficient information retrieval and answer generation from text documents.
Docker Build - Dockerizing a Python App with FastAPI
Learn to containerize a Python FastAPI web application using Docker, enhancing deployment efficiency and scalability for modern web development.
Streaming for LangChain Agents and FastAPI
Learn to implement streaming for LangChain Agents and serve it through FastAPI, covering basics to advanced techniques for efficient LLM integration and deployment.
NLP Spacy: PII/GDPR Detection with Presidio - Part 2 - Code and REST API
Develop a PII/GDPR detector using Microsoft Presidio and Spacy, implementing a REST API with FastAPI and CI/CD pipelines with Azure DevOps and Docker Compose.