Amara Reviews

FastAPI Reviews

1. Kurslog team

   · Working at Kurslog · 4 months ago

   When our backend team needs to build services for data parsing, aggregators, or high-load APIs, FastAPI is our absolute go-to choice. It completely lives up to its name-development speed is outstanding.

   The combination of Pydantic for data validation and built-in async support keeps our shared codebase clean, strictly typed, and reliable. But the biggest highlight for our cross-functional team is the automatic generation of interactive OpenAPI (Swagger) documentation. Our frontend and mobile developers no longer have to wait for backend engineers to manually update API docs; everything stays perfectly in sync automatically. It has drastically improved our team's communication and delivery speed.

   🏁 Competitors: Django, Flask, ExpressJS, Nest.js, Spring Boot

   👍 Pros:    Blazing fast performance (on par with nodejs and go)|Native asynchronous support out of the box|Automatic, interactive documentation generation (swagger/redoc)|Strict typing and data validation with pydantic

   👎 Cons:    Smaller plug-and-play ecosystem compared to older frameworks like django|Requires our architects to design the project structure and directory layout from scratch

Amara mentions (7)

• As a deaf LTT enjoyer i really love these youtube subtitles :')

  A quick Google search found me https://amara.org/ so maybe content creators could us it to allow others to add su s. Source: over 3 years ago

• Whisper includes ads in transcription?

  Man, just happened the same to me. I was transcribing some clases using the large model and theres a point in the video that the teacher gets a 5 minute break, and what happens? I get the following (https://imgur.com/a/8HQdpng). It is in spanish but says, brought by amara.org, which is a web that subtitltles things and then a lot of ads. Source: over 3 years ago

• Need a time coded translation service

  Https://amara.org/ ? You just link your video, and volunteers can/will translate it to whatever language you want. Source: over 3 years ago

• BBC's Modi Documentary - Indian Language Subtitling Project

  You could use amara.org for a free and opensource web-based translation tool. Source: over 3 years ago

• Unfortunate YouTube Closed Captioning.

  The best thing is Amara, and is in fact what Google shunted in place when they removed community captioning, giving creators a whole 3 months (or something similarly piddly) of one of their paid services for free. It's not an equivalent experience though, as folks have to go elsewhere AND know a volunteer-captioned video exists in the first place. Separate but equal is not equal. Source: over 3 years ago

FastAPI mentions (311)

• Shipping Sovereign SDK: Cryptographic Forensic Receipts and the End of the AI "Prose Tax"

  The Sovereign SDK is a Python-native framework designed to minimize prose overhead while generating ironclad, cryptographic execution receipts for AI agents, complete with drop-in FastAPI/Starlette ASGI middleware. - Source: dev.to / 2 months ago

• 5-Minute AI Jobs and Closed Tabs — Why We Built Replay-Then-Tail SSE

  We had a feature in production where a single user request could run for five-plus minutes — fetch documents, chunk them, hit an LLM per chunk, synthesize a final answer. We did the obvious thing first: a FastAPI handler that ran the pipeline and streamed progress back to the browser over Server-Sent Events. - Source: dev.to / 3 months ago

• FastAPI With LangChain and MongoDB

  FastAPI is a Python framework for building APIs quickly, efficiently, and with very little code. - Source: dev.to / 4 months ago

• I Built A " CrowdSense AI " : A Scalable, Context-Aware Platform for Smart Stadiums

  Backend: Python-based FastAPI for its asynchronous I/O capabilities and rapid JSON serialization. - Source: dev.to / 4 months ago

• Async PyMongo in FastAPI

  FastAPI is a high-performance web framework that is production-ready and designed for building APIs in python, with roots embedded in asynchronous programming. It embraces Python’s asyncio model as its core principle rather than treating it as optional. This design choice gives FastAPI leverage for I/O bound workloads such as db access, external API calls and real-time data streaming. - Source: dev.to / 4 months ago