Similarly, you can make aGETcall to the same server to retrieve the list of books present in your Postgres database. Conclusion In this tutorial, you walked through the process of setting up a simple FastAPI application that interacts with a PostgreSQL database. These steps are also beneficial...
The API built with FastAPI can be found in thecar_evaluation_apipackage. Locate theapp/main.pyfile, which is used to run the application. For more information about how the API was developed, seeBuilding a Machine Learning microservice with FastAPI. from typing import Any from fasta...
FastAPI provides automatic interactive API documentation usingSwagger UI, which is an industry standard. No extra effort is required to build clear documentation with API call examples. This creates an advantage for busy data science teams who may not have the energy and expertise to write technical...
FastAPI was created by Sebastián Ramírez and was first released in December 2018. Ramírez developed it with the aim of creating an API framework that is easy to use while ensuring the highest performance possible. Over time, it has gained popularity in the developer community due to its speed...
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This project demonstrates how to integrate FastAPI with Ollama, a tool for running and managing AI models. It showcases three main functionalities: Streaming Responses: Receive and display raw streaming responses from the Ollama API. Formatted Responses: Aggregate and format streaming responses into ...
Fully standardized: FastAPI complies with the OpenAPI specification for serving HTTP APIs across the web, making it easy for consumer apps and clients to understand an API they want to use. Under the hood, it also uses the JSON Schema declaration to ensure the test and live user-submitted dat...
FastAPI and Requests: You can install FastAPI and Requests using pip: pip install fastapi requests Ollama: Follow the instructions on the Ollama GitHub repository to install Ollama. Make sure to download and install the version that includes the llama3.1 model. For a quick installation via the...
I've seen different implementations of tests; some of which proved to be unreliable. In this part of the article, I'll try to summarize these cases with code examples and discuss why such implementations have flaws. For example, let's consider a simple FastAPI application with se...