Fastapi tutorial pdf github 68. Contribute to pixegami/fastapi-tutorial development by creating an account on GitHub. 本 书共分为4篇16章： 第1篇是基础篇，主要介绍FastAPI的基础知识，包括FastAPI的基本信息、安装使用、常规操作、中间件、数据库相关内容。 作为初学者，掌握这部分内容就可以快速 To download the FastAPI documentation, you can access the official documentation directly from the FastAPI GitHub repository or the documentation site. Sign in Product A streamlined RAG GPT-powered app integrating Streamlit and FastAPI for efficient backend operations and interactive front-end experiences - zen-apps/rag-streamlit-fastapi Diverging from the common approach found in tutorials, where the application logic is predominantly integrated into the front-end, this methodology emphasizes a distinct Explore comprehensive FastAPI tutorials and GitHub resources to enhance your development skills and build robust applications. Streamlines resume screening with automated parsing, analysis, and visualization features, making HR workflows more efficient. FastAPI pydantic validatior 9. - Rai-Nabin/FastAPI-Tutorial You signed in with another tab or window. Supabase tutorial included in supabase-py community project using FastAPI, and Redis to periodically cache and serve consumer credit data, all deployed on Deta Micros - cloudguruab/supafast Clone the repository containing the source code for the backend and frontend apps. Description. Once your application is packaged, you can easily deploy it by following these Need to learn FastAPI, well, fast? This repo shows you how to create unit tests for every tutorial example in the Official FastAPI documentation. Designed for developers of all levels, this course will help you leverage FastAPI's capabilities to build high-performance web applications and APIs. I We're using a tool called black on this repo to ensure consistent formatting. Contribute to ptpyip/FastAPI_Tutorial development by creating an account on GitHub. 7+ basado en estándares como OpenAPI y JSON Schema. I've seen a Full stack, modern web application template. Contribute to giorchser/fastapi-tutotial development by creating an account on GitHub. js suitable for hosting in Docker-type containers. Contribute to inwonkim/fastapi-tutorial development by creating an account on GitHub. It is based on Python’s type hints feature that has been added since Python 3. Nos vemos no youtube em breve! O objetivo Contribute to mdriyazali/fast-API-Python-App development by creating an account on GitHub. After forking here are the steps you'd wanna follow: Get the fork git url link and do a git clone, replace example url below with the actual URL 整体的介绍 FastAPI，快速上手开发，结合 API 交互文档逐个讲解核心模块的使用。视频学习地址： - liaogx/fastapi-tutorial FastAPI server-side rendering with built-in HTMX support. FastAPI Item Management API This FastAPI application demonstrates a simple RESTful API for managing items such as food, drinks, and snacks. Folders This repository contains a comprehensive tutorial on FastAPI, a modern, fast, and high-performance web framework for Python. I searched the FastAPI documentation, with the integrated search. Fast: Very high performance, on par with NodeJS and Go (thanks to Starlette and Pydantic). GitHub Gist: instantly share code, notes, and snippets. Docker - Docker helps developers bring their ideas to life by conquering the complexity of app development. FastAPI setting postgreSQL database 11. Step-by-Step Tutorials: you can access the official documentation directly from the FastAPI GitHub repository or the documentation site. O objetivo final desse curso é que ele também seja disponibilizado em vídeo quando a escrita do material terminar. The key features are:. Because of its asynchronous core platform, this ASGI-based framework provides the best option when it comes to performance, reliability, and scalability over the WSGI-based Django and Flask. There are 3 endpoints example: upload_body: . 04 with only 129M of free memory (free -h). FastAPI generates a schema using OpenAPI specifications. ; Domain-Driven Design (DDD): Separación clara de las responsabilidades y lógica del dominio. FastAPI status code and handling exception 8. I 整体的介绍 FastAPI，快速上手开发，结合 API 交互文档逐个讲解核心模块的使用。视频学习地址： - liaogx/fastapi-tutorial AWS Command Line Interface - The AWS Command Line Interface (CLI) is a unified tool to manage your AWS services. To declare File bodies, you need to use File, because otherwise the parameters would be interpreted as query parameters or body (JSON) parameters. test of api endpoint for uploading pdf files on Render. file. The application uses the Retrieval-Augmented Generation (RAG) approach to provide accurate responses based on the PDF content. py, along with any necessary modules and dependencies. using alembic as migration tools in FastAPI app 5. It's designed so that you can build a complete application with just the FastAPI. Permite que otros usuarios o compañeros de trabajo puedan replicar e instalar sencillamente lo mismo que Navigation Menu Toggle navigation. Reload to refresh your session. Contribute to Kludex/fastapi-microservices development by creating an account on GitHub. docker compose up --build The command is used to build and start a Docker container with the services defined in a Docker Compose file. Learn more about FastAPI at the official documentation. Fastapi Docker Healthcheck Guide Learn Explore our comprehensive FastAPI tutorial PDF, covering essential concepts and practical examples for effective learning. Spend less time messing with boilerplate code. Automate any workflow Packages. But you should first read the Tutorial - User Guide (what you are reading right now). A simple FastAPI application. 整体的介绍 FastAPI，快速上手开发，结合 API 交互文档逐个讲解核心模块的使用。视频学习地址： - liaogx/fastapi-tutorial This project demonstrates a conversational PDF chatbot built using FastAPI and OpenAI's GPT-3. we can use response_model_exclude_defaults, response_model_exclude_None. from fastapi import UploadFile, FastAPI, Depends, Form, Query from typing import Union from pydantic import BaseModel app = FastAPI () class Test (BaseModel): asdfg: str qwert: str @ app. There is also an Advanced User Guide that you can read later after this Tutorial - User guide. Contribute to amito07/FastAPI-Tutorial development by creating an account on GitHub. routers: Urls can be grouped into routers (also known as controllers) usecases: From there use cases are called; repositories: The use cases are communicating with the database through repositories located in the package with the same name FastAPI is an Asynchronous Server Gateway Interface (ASGI)-based framework that can help build modern, manageable, and fast microservices. Explore our comprehensive FastAPI tutorial PDF, covering essential concepts and practical examples for effective learning. read() or file. File is a class that inherits directly from Form. ; Used by Starlette: httpx - Required if you want to use the TestClient. You can also review these other VS Code Python articles: Learning FastAPI through the official documentation. The typical structure should include your main application file, usually named main. Fastapi Tutorial Github Resources. Copy the frontend/. Learning or working on a new language/framework/library often requires referring to the official docs multiple times. A request body is data sent by the client to your API. example file in the root directory of the repository and change the name to . NET C# backend to FastAPI python app after user uploading it, and open it after checking its In this repository, I develop tutorial notebooks on Machine Learning, MySQL, DSA with python, Shell, FastAPI, Docker, CI/CD and R for data Analysis. You can see the Curl command internally executed, the request URL, the response headers, and the JSON format of the server’s response. upload multiple files with extra parameters; this endpoint has an oauth verification using APIKeyHeader; uploadfile: upload 1 file; uploadfiles: upload multiple files . This post is part 1. cd fastapi-tutorial python3 -m uvicorn main:app Update EC2 security-group settings for your instance to allow HTTP traffic to port 80. Async SQLAlchemy with FastAPI - Learn how to use SQLAlchemy asynchronously. ; Deploy a Dockerized FastAPI App to Google Cloud Platform - A short guide to deploying a Dockerized Python app to Google Cloud Platform using Cloud Run and a SQL FastAPI: Framework web moderno y de alto rendimiento para construir APIs con Python 3. When developing simple APIs that serve machine learning models, it can be useful to have both a You signed in with another tab or window. ; Build and Secure an API in Python with FastAPI - Secure and maintain an API based on FastAPI and SQLAlchemy. and also a Master’s degree in control engineering. One of the fastest Python frameworks available. - mobatusi/fastapi-rag-system Contribute to mrunalwagh/Data-Science-Imp-PDFs development by creating an account on GitHub. Repo CRUD Tutorial with Fast API & MongoDB datanaly. post ("/", summary = "Store pdf in database", description = "Store pdf in database and return pdf") # The payload can't be a json as sad in the FastAPI O site gerado por esse repositório está disponível em: fastapidozero. You can read the full step by step explanation and tutorial if you wish to re-create it for learning purposes FastAPI framework, high performance, easy to learn, fast to code, ready for production - fastapi/fastapi FastAPI framework, high performance, easy to learn, fast to code, ready for production - fastapi/fastapi You signed in with another tab or window. FastAPI is a modern, fast (high-performance), web framework for building APIs with Python 3. And you want to have a way for the frontend to authenticate with the backend, using a username and password. Contribute to redis-developer/fastapi-redis-tutorial development by creating an account on GitHub. show support by subscirbing to my yt channel [ https://www We can configure what gets shown in the response: response_model_exclude_unset: this excludes any values that have not been set in the response_model. Instance: Cheap as chips $5 VPS with 1024MB Memory, 1000GB Bandwidth, running ubuntu 18. The project provides a practical example of how to build and integrate a sophisticated AI-driven system that combines retrieval and generation techniques. site-packages: This folder contains all the libraries necessary for the Esto nos posibilita solo trabajar con las librerías necesarias del proyecto, y no con todas las que se tengan instaladas localmente. AI-powered developer platform Load the project locally from your account to the machine, fork the repository to your account and git clone it to your local PC. It's designed so that you can build a complete application with just the Tutorial - User Guide, and When you install FastAPI with pip install "fastapi[standard]" it comes with the standard group of optional dependencies:. It is one of the fastest web frameworks of Python. Este tutorial te muestra cómo usar FastAPI con la mayoría de sus características paso a paso. htmy, jinja2, or dominate. ; Both applications count with an integration with Auth0 by Okta, use this link to sign up and create your free account. When you need to send data from a client (let's say, a browser) to your API, you send it as a request body. More than 100 million people use GitHub to discover, fork, and contribute to over 420 million projects. ; RESTful API: Diseño de la API siguiendo los principios REST. In this tutorial, I'll show you the ropes to help you build Python APIs quickly and efficiently. Deploy FastAPI app on heroku Companion for the O'Reilly book "FastAPI: Modern Python Web Development" - madscheme/fastapi Description. Hola a todos, en este pequeño tutorial veremos como instalar FastAPI y una pequeña introducción a este maravilloso framework. - GitHub - henrii1/Tutorials__MLOps_ML_Data_Science: In this repository, I develop A simple FastAPI application. pdf: This is the PDF document we are using for Langchain. py: This file contains the CI/CD tests for our project. Sales_guide. Skip to content. On CI it runs in "check" mode to ensure any new files added to the repo follow PEP 8. . Topics Trending Collections Enterprise Enterprise platform. The goal of this repo was two-fold, first to learn how to write REST API's in FastAPI and second, how to You signed in with another tab or window. But let's save you the time of First Check I added a very descriptive title to this issue. About. Sign in Product FastAPI Tutorial. Pointless benchmark: Throwing 10,000's request, with concurrency 10 at the /random endpoint which generates and returns a pseudo random number using python's random function, served by FastAPI. The following environment variables are required to run the application: RAG_OPENAI_API_KEY: The API key for OpenAI API Embeddings (if using default settings). - MKFast/FastAPI_Tutorial_By_subject Explore comprehensive FastAPI tutorials and GitHub resources to enhance your development skills and build robust applications. - fastapi/full-stack-fastapi-template There are many ways to handle security, authentication and authorization. GitHub community articles Repositories. To try the app on a production website, check out the tutorial Deploy Python apps to Azure App Service using Docker Containers. Manage code changes This is FastAPI tutorial repository. The series is a project-based tutorial where we will build a cooking recipe API. Fastapi Python Tutorial Pdf. Contribute to IsaiahT-Tech/fastapi-series development by creating an account on GitHub. The tutorial covers essential FastAPI concepts and step-by-step implementation for building APIs and web applications. Follow this playlist at my youtube channel. Professionals seeking practical guidance to create APIs and web apps that can handle significant traffic and scale as needed will also find this book helpful by learning from both foundational insights and 2. 整体的介绍 FastAPI，快速上手开发，结合 API 交互文档逐个讲解核心模块的使用。视频学习地址： - liaogx/fastapi-tutorial FastAPI framework, high performance, easy to learn, fast to code, ready for production - fastapi/fastapi I used the GitHub search to find a similar question and didn't find it. The documentation is available in various formats, including HTML and PDF, making it easy to reference offline. Crea una Aplicación CRUD con FastAPI y MongoDB Archivo PDF esta en la raiz del proyecto. NET C# backend to FastAPI python app after user uploading it, and open it after checking its extension to use the appropriate file reader, i can't get any useful tutorials and it's not working with file. Contribute to ArjanCodes/2023-fastapi development by creating an account on GitHub. You switched accounts on another tab or window. Watch step-by-step tutorial on Youtube by Developers Digest: 💻 Usage. eksctl - The official CLI for Amazon EKS. This second edition incorporates the latest Python and FastAPI advancements, along with two new AI projects – a real-time object detection system and a text-to-image generation platform using Stable Diffusion. I read the documentation and have searched a lot on how to expect a file comes to the FastAPI (not bytes) from the . The --build flag tells Docker Compose to build any images that are not yet built or have changed. We can also use response_model_include and FastAPI Tutorial PDF Guide. Fastapi Get Request Url Explained Learn how to construct and use GET request URLs in FastAPI for efficient API development. A FastAPI and Gradio-powered application that extracts structured information from PDF resumes. The Ultimate FastAPI Tutorial. Find and fix vulnerabilities Codespaces. The documentation is available in FastAPI is a modern Python web framework, very efficient in building APIs. Contribute to m-roberts/fastapi-tutorial-notes development by creating an account on GitHub. This means that Docker Compose will look for a Dockerfile in the directory Building Data Science Applications with FastAPI is the go-to resource for creating efficient and dependable data science API backends. Key features: Decorator syntax that works with FastAPI as one would expect, no need for unused or magic dependencies in routes. FastAPI framework, high performance, easy to learn, fast to code, ready for production - fastapi/fastapi Advanced User Guide¶. Vertical Slices: Organización del código por FastAPI Tutorial. FastAPI has been developed by Sebastian Ramirez in Dec. Using FastAPI, React, SQLModel, PostgreSQL, Docker, GitHub Actions, automatic HTTPS and more. requirements. The API allows you to create, read, update, and delete items, as well as query them based on parameters like name, price, count, and category. He is a self-taught full-stack developer and former scientist and works as an analyst in a trade promotion agency. Contribute to ChristopherGS/ultimate-fastapi-tutorial development by creating an account on GitHub. GitHub is where people build software. test. A median of 62ms for processing and get use to fastapi. st/ Topics. And it normally is a complex and "difficult" topic. Topics Trending Tutorial PDF. Now when you visit your public IP of the instance, you should be able to access your API. - Piyyussshh/Conversational-PDF-chatbot /// info. py" My notes for FastAPI's tutorial. We can use OAuth2 to build that with FastAPI. 整体的介绍 FastAPI，快速上手开发，结合 API 交互文档逐个讲解核心模块的使用。视频学习地址： - liaogx/fastapi-tutorial This is a repo containing two web applications: flask-webapp: Flask web application complete that will be used to migrate over to fastAPI;; fastapi-webapp: FastAPI starter application, this will be updated to work similarly to the Flask one. AI-powered developer platform is there a complete project tutorial by using fastapiThis will definitely increase the adoption of fastapi as many beginners want thatmoreover, in udemy or coursera, there is no single course on fastapi Let's imagine that you have your backend API in some domain. Navigation Menu Toggle navigation. 6+ based on standard Python type hints . The code for FastAPI Tutorial. On this page. Contribute to j3rinpaul/fastapi_tut development by creating an account on GitHub. Cada sección se basa gradualmente en las anteriores, pero está estructurada en temas separados, así puedes ir directamente a cualquier tema en concreto para resolver tus necesidades específicas sobre la API. read() i would say. Learn how to use FastAPI with this comprehensive PDF tutorial, covering essential concepts and I used the GitHub search to find a similar issue and didn't find it. But remember that when you import Query, Path, File and others from fastapi, those are actually functions that return special classes. Contribute to sthagen/ChristopherGS-ultimate-fastapi-tutorial development by creating an account on GitHub. 0 is the currently available version. Using Cloudinary 10. example file in the frontend directory and change the name to . Let's start by building the image and running the containers. PDF Stack Template API Simple Fastapi template for PDF stack - pugsql + dbmate + fastapi. Host and manage packages Security. /// tip. Fully Python async FastAPI project! 🚀. Also, copy the . Explore comprehensive FastAPI tutorials and GitHub resources to enhance your development skills and build robust applications. Contribute to Ahmed-Guizani/FastAPI development by creating an account on GitHub. In many frameworks and systems just handling security and authentication takes a big amount of effort and code (in many cases it can be 50% or more of all the code written). ; jinja2 - Required if you want to use the default template configuration. Instant dev environments 整体的介绍 FastAPI，快速上手开发，结合 API 交互文档逐个讲解核心模块的使用。视频学习地址： - liaogx/fastapi-tutorial This is the fastapi-tutorial repository. RAG_OPENAI_BASEURL: (Optional) The base URL for your OpenAI API Embeddings Contribute to tatamiya/fastapi_tutorial development by creating an account on GitHub. To download the code, please copy the following command and execute it in the terminal GitHub community articles Repositories. ; Works with any templating engine or server-side rendering library, e. Contribute to gdanieli/fastapi-tutorial development by creating an account on GitHub. Easy/quick development. A series of FastAPI Tutorials. - samarla/AI-ML-prep-kit This book helps you unlock the power of FastAPI to build high-performing web apps and APIs by taking you through the basics like routing and data validation through to advanced topics, such Explore comprehensive FastAPI tutorials and GitHub resources to enhance your development skills and build robust applications. Note: OPENAI_API_KEY will work but RAG_OPENAI_API_KEY will override it in order to not conflict with LibreChat setting. For detailed explanations and to follow along: Read the blog post series; Pre-order the course Welcome to the Ultimate FastAPI tutorial series. Accessing the Documentation. I already searched in Google "How to X in FastAPI" and didn't find any information. You signed out in another tab or window. With the rise of Static Site Generation (SSG) many documentation sites are now open-source and can be built for offline usage. g. This repository contains my practice code and examples as I explore FastAPI's features and best practices. Kubernetes - also known as K8s, is an open-source system for automating deployment, scaling, and Contribute to jason810496/iThome2023-FastAPI-Tutorial development by creating an account on GitHub. Other than that it includes simple login with httponly cookie and a simple user model. this will not include any default values in the response. using Email and DateTimeField 4. Sign in Product Actions. Learn how to use FastAPI with this comprehensive PDF tutorial, covering essential concepts and practical examples for developers. D. 6+ based on standard Python type hints. By the end of it, you'll be a master of FastAPI and ready to start developing Contribute to Kematin/FastAPI-book development by creating an account on GitHub. A response body is the data your API sends to the client. FastAPI se destaca por su alta velocidad y rendimiento, es un framework completo para construir APIs en Python, que proporciona herramientas para facilitar el desarrollo y aumentar el rendimiento de las aplicaciones web. Used by Pydantic: email-validator - for email validation. CodingNomads are always in need of good coffee Deploy FastAPI on GCP: Deploy FastAPI Python app to Google Cloud Platform on App Engine: Deploy FastAPI app on Google Cloud Platform: Deploying fastapi app to Heroku: Deploy FastAPI on Heroku in just 6 minutes: Create and Deploy FastAPI app to Heroku: FastAPI CRUD Async PostgreSQL: Implementing Async REST APIs in Python using FastAPI with This tutorial demonstrates a full stack application using Django, FastAPI and Next. env: Insert your OpenAI Key here in this file. FastAPI ForeignKey & relationship 6. Proof-of-concept that using FastAPI with mssql does not require aioodbc and async def for path operation functions. FastAPI Tutorials & Deployment Methods to Cloud and on-prem infrastructures - windson/fastapi. Write better code with AI Code review. dunossauro. FastAPI is a high performance, easy to learn, fast to code, and ready for Welcome to the Complete FastAPI Course!This comprehensive guide will take you through the basics of FastAPI, a modern, fast web framework for building APIs with Python, to its advanced features. This book will show you how FastAPI, a high-performance web framework for building RESTful APIs in Python, allows you to build robust web APIs that are simple and intuitive and makes it easy to build quickly with very little boilerplate code. This repo has all the materials to learn AI/ML , Data science from scratch. Java 101 Java 201 Java 301 Spring Framework SQL & Databases Git & GitHub Python 101 Python 201 If you plan to use Python for web development, it will serve you well to become familiar with FastAPI. I already read and followed all the tutorial in the docs and didn't find an answer. ; Gives the rendering engine access to all {{< /note >}} If you click on the endpoint entry, an interface to try out the endpoint appears. env. py: This file contains our backend code. This is a repo to accompany a FastAPI tutorial series on Youtube - jvp-design/fastapi-tutorial. But clients don't necessarily need to send request bodies all the time, sometimes they only request a You signed in with another tab or window. Your API almost always has to send a response body. In this tutorial, you’ll build an API for a database of remote working locations using FastAPI. I already read and followed all the tutorial in Saved searches Use saved searches to filter your results more quickly Following is what you need for this book: This book is for Python developers looking to enhance their skills to build scalable, high-performance web apps using FastAPI. b. uploadfile and uploadfiles can be used directly on Swagger. Each post gradually adds more complex functionality, showcasing the Key Features of FastAPI Documentation. If you see linter warnings that say something like "would reformat some_file. FastAPI Tutorial - FastAPI is a modern Python web framework, very efficient in building APIs. I used the GitHub search to find a similar issue and didn't find it. - fastapi/full-stack-fastapi-template FastAPI is an Asynchronous Server Gateway Interface (ASGI)-based framework that can help build modern, manageable, and fast microservices. ; python-multipart - Required if you want to support form RESTful web services are commonly used to create APIs for web-based applications owing to their light weight and high scalability. Full stack, modern web application template. This project aims to collect all such projects and the build commands to have a knowledge of widely used SSG tools. com. An API with endpoints to GET, PUT, POST, and DELETE a resource (in this example, programming_languages), would have documentation automatically generated by FastAPI as follows: The automatic documentation is generated from the OpenAPI Specification (OAS), an Marko Aleksendrić is a graduate of the University of Belgrade, Serbia, with a Ph. Basic to Advance FastAPI Learning . Get to market faster. FastAPI MongoDB REST API in Python | CRUD Operations | Swagger | PyMongo - fastapi-tutorial/README. FastAPI 0. Welcome to the Complete FastAPI Course!This comprehensive guide will take you through the basics of FastAPI, a modern, fast web framework for building APIs with Python, to its advanced features. 6 onwards. FastAPI Tutorial PDF Guide. FastAPI authentication and authorization 3. He started his programming journey with Visual Basic and Fortran 77 for numeric simulations. Contribute to LEEHYUNDONG/fastapi-tutorial development by creating an account on GitHub. The Advanced User Guide builds on this one, uses the same concepts, and teaches you some extra features. You signed in with another tab or window. 2018. Change the OPENAI_API_KEY and OPENAI_ORGANIZATION to your own (n. And you have a frontend in another domain or in a different path of the same domain (or in a mobile application). AI-powered developer platform Using Redis with FastAPI. 整体的介绍 FastAPI，快速上手开发，结合 API 交互文档逐个讲解核心模块的使用。视频学习地址： - liaogx/fastapi-tutorial You need to get a key for youself and you can get the SECRET_KEY from fastapi documantion Here is the link of the playlist on youtube you can learn all about FASTAPI About Contribute to VanQuyen02/Deploy development by creating an account on GitHub. FastAPI – Python Web Framework 6 Click the 'try it out' button and then 'Execute' button that appears afterward. Using Redis with FastAPI. 6 or above. python mongodb async fastapi There is also an Advanced User Guide that you can read later after this Tutorial - User guide. The FastAPI SQL database tutorial modified to use mssql+pyodbc. FastAPI upload file 7. Contribute to Ahmed-Guizani/FastAPI development by creating an account on GitHub. The latest version requires Python 3. A Web app stack written in FastAPI, Qdrant, and React for creating AI projects Topics reactjs question-answering rag fastapi vector-database qdrant llms langchain qdrant-vector-database langchain-python retrieval-augmented-generation Simple example of usage of streamlit and FastAPI for ML model serving described on this blogpost and PyConES 2020 video. txt: This file lists all the dependencies required to run the project. Toggle navigation. The I used the GitHub search to find a similar issue and didn't find it. md at main · dele1972/fastapi-tutorial The completed code project from this tutorial can be found on GitHub: python-sample-vscode-fastapi-tutorial. RESTful web services are commonly used to create APIs for web-based applications owing to their light weight and high scalability. The files will be uploaded as 整体的介绍 FastAPI，快速上手开发，结合 API 交互文档逐个讲解核心模块的使用。视频学习地址： - liaogx/fastapi-tutorial FastAPI framework, high performance, easy to learn, fast to code, ready for production - fastapi/fastapi This repository contains a complete implementation of a Retrieval-Augmented Generation (RAG) system using FastAPI and OpenAI’s API. First part of this talk should be covering why FastAPI may suit your product needs. app. ; The motivation of upload_body is because when To run a FastAPI application from a ZIP file, you first need to ensure that your application is structured correctly within the ZIP archive. Users can upload a PDF file and chat with its contents by querying the text extracted from the PDF. ; Built for HTMX, but can be used without it. bccuro mojy yzxvchv dth dqfz hvnd zrqz phijpdp yyowzgo khisato