FastAPI
FastAPI is a high performance, easy to learn, fast to code, and ready for production Python 3.7+ framework. Its performance is on par with NodeJS and Go (thanks to Starlette and Pydantic). It’s intuitive and standards-based (based on API standards like OpenAPI (previously known as Swagger) and JSON Schema).
- GitHub: https://github.com/topics/fastapi
- Repo: https://github.com/tiangolo/fastapi
- Created by: Sebastián Ramírez
- Last updated: 2026-07-01 00:10:42 UTC
- JSON Representation
https://github.com/imkrishsub/filefolio
A privacy-first document organization tool that uses local AI to automatically categorize, tag, and rename your PDF files. All processing happens on your machine with Ollama, keeping your documents completely private.
ai document-management fastapi local-first ocr ollama pdf privacy python sqlite
Last synced: 15 Apr 2026
https://github.com/rxyalxrd/yadro_url_alias_service
URL Alias Service - Cервис преобразования длинных URL в короткие уникальные URL.
asyncpg docker docker-compose fastapi makefile postgresql python3 sqlalchemy
Last synced: 15 Apr 2026
https://github.com/tsotetsi/ai-it-backend
Job tracking service.
circleci fastapi postgresql python3 sqlalchemy unittest
Last synced: 09 May 2026
https://github.com/abynxv/standupsync.ai
StandupSync is a modern productivity tool designed to automate standups and generate smart weekly digests using AI. It streamlines team coordination by tracking updates and providing concise, actionable summaries.
docker-compose fastapi psql-database python3 reactjs
Last synced: 01 Jun 2026
https://github.com/binaryshrey/kaggle-profile-api
Kaggle API to fetch user's profile data and activity
fastapi kaggle kaggle-api kaggle-profile-api kaggle-profile-summary python render
Last synced: 15 Apr 2026
https://github.com/persteenolsen/fastapi-mongo-crud
A Python FastAPI serving CRUD handling Task of Todo towards MongoDB at Atlas
Last synced: 15 Apr 2026
https://github.com/opyate/neuro-evolved-tetris
PyTorch net that learns to play Tetris, and evolves using crossover and gene mutation.
docker-compose fastapi p5js pytorch redis websocket
Last synced: 07 Feb 2026
https://github.com/100rabhsah/basic-chatbot
A chatbot powered by Llama 3.3 70B 🦙, utilizing the OpenRouter API 🌐 for intelligent and dynamic conversations. The backend is deployed on Render 🚀, while the frontend runs on Streamlit 🎨.
artificial-intelligence chatbot fastapi render streamlit
Last synced: 15 Apr 2026
https://github.com/pouyapouryaie/fastapi-mongo
This project demonstrates a simple FastAPI application that connects to a MongoDB database and implements CRUD (Create, Read, Update, Delete) operations for a "Todo" model.
fastapi pydantic pymongo python
Last synced: 15 Apr 2026
https://github.com/namanxdev/atmopredict
Machine learning weather prediction platform leveraging NASA POWER API data. Features: 5 binary classifiers, 100+ engineered features, interactive React UI with Leaflet maps, FastAPI backend. Predicts extreme weather events with probability scores.
fastapi nasa nasa-spaceapps-challenge prediction-model react weather
Last synced: 15 Apr 2026
https://github.com/jrialland/asgi_dav
ASGI WebDAV application
asgi fastapi webdav webdav-server
Last synced: 15 Apr 2026
https://github.com/amha-kindu/terguami
Terguami is a FastAPI application powered by a custom transformer model built with PyTorch. It provides fast and accurate English-to-Amharic translations, with features like Docker support and interactive OpenAPI documentation, making it a scalable and easy-to-deploy solution for machine translation.
amharic-language attention-is-all-you-need docker english-language fastapi machine-learning model-training-and-evaluation python pytorch swagger transformer-architecture transformers
Last synced: 15 Apr 2026
https://github.com/ikramhasan/lgtm-stack
An observability stack based on OpenTelemetry (OTel) and the Grafana "LGTM" suite, with an example app provided to demonstrate orchastration.
fastapi grafana grafana-dashboard lgtm lgtm-stack loki mimir minio observability python tempo
Last synced: 07 Feb 2026
https://github.com/camchambers/number-classifier
A full-stack handwritten digit classification system that allows users to draw digits (0-9) on a canvas and get real-time predictions using a custom-trained PyTorch CNN model.
cnn fastapi machine-learning neural-network pytorch react
Last synced: 15 Apr 2026
https://github.com/msparihar/shortify
A modern, high-performance URL shortener built with Next.js 14 & FastAPI. Features Redis caching, real-time analytics, and a beautiful UI powered by shadcn/ui. Fully dockerized and production-ready.
fastapi mongodb nextjs redis url-shortener
Last synced: 15 Apr 2026
https://github.com/shadyosama9/fastapi-kubernetes-deployment-manager
A FastAPI application to manage Kubernetes deployments and fetch Prometheus metrics. This application provides RESTful endpoints to create Kubernetes deployments and retrieve pod details from Prometheus.
docker fastapi grafana kubernetes prometheus python restful-api
Last synced: 01 Mar 2026
https://github.com/joshcap20/fastapi-scanbandz-backend
Python backend (FastAPI) for majority of website. Uses celery workers with Redis queue to handle communications in background.
event-management fastapi production ticketing-system
Last synced: 08 Feb 2026
https://github.com/blackcub3s/mercapp
TFGS del ciclo de DAW: descarga automatizada, parseo, extracción y persistiencia de datos de tickets digitales de Mercadona (variación de precios por porducto, categorías) en un dashboard front-end. Integración con Google Cloud platform para descarga automatizada de tickets del correo del usuario.
chartjs css3 docker fastapi googlecloudapi html javascript jwt-authentication latex localstorage mongodb mysql nginx-server springboot wowjs
Last synced: 09 Feb 2026
https://github.com/dyakovri/fastapi-auth-oidc
Check credentials with ease using OpenID Connect
authentication fastapi jwt openid-connect
Last synced: 15 Apr 2026
https://github.com/camm93/waterqualitysystem
End-to-End Machine Learning MLOps Project
ci-cd docker fastapi github-actions machine-learning python render
Last synced: 09 Feb 2026
https://github.com/unsoto/resumemate
🤖 ResumeMate — a Telegram bot for resume analysis and job search. Supports PDF/DOCX, extracts skills, evaluates market readiness, suggests vacancies via HH.ru API, and generates cover letters. Demo version for learning and testing purposes only.
aiogram bot fastapi httpx pydantic pypdf2 python python-docx telegrambot
Last synced: 16 Apr 2026
https://github.com/abdul-aa/brain-tumor-classifier
An end-to-end deep learning project with the goal of predicting the presence of brain tumors using MRI scans.
convolutional-neural-networks deep-learning fastapi mlops reactjs tensorflow tf-serving
Last synced: 10 Feb 2026
https://github.com/yassinekader/drawniness_iot_project
Real-time IoT-based driver drowsiness detection system using YOLOv8, Arduino, FastAPI, and Grafana for alerts, data logging, and analysis.
arduino drowsiness-detection fastapi grafana-dashboard influxdb iot-application yolov8
Last synced: 10 Feb 2026
https://github.com/thedhruvish/chat-app
FastChat is a real-time messaging web app inspired by WhatsApp.
fastapi google-authentication jinja2 oath2 python sqlite3 sqlite3-database uv websocket
Last synced: 16 Apr 2026
https://github.com/mxc0bbn/action-archive-bigfix
Self-hosted web application that collects, archives, and displays expired and stopped actions from a BigFix endpoint management server
action-archive archival bigfix compliance endpoint-management fastapi postgresql self-hosted ubuntu
Last synced: 16 Apr 2026
https://github.com/hvu-dev/finance-manager
Finance manager: A simple RESTful APIs for expenses management
docker-compose fastapi postgresql python3 sqlalchemy
Last synced: 09 Apr 2026
https://github.com/kianoushamirpour/crawl_google_scholar_with_selenium_fastapi_mongodb
Crawl google scholar profiles with selenium, store the extracted data in the MongoDB and serve the queries with FastAPI.
crawler fastapi google-scholar mongodb python selenium
Last synced: 16 Apr 2026
https://github.com/iyazerski/news_classifier
RESTful API and background worker for news classification
Last synced: 16 Apr 2026
https://github.com/neclor/news-aggregator
Aggregates news from RSS feeds, websites, and Telegram channels. Includes a web UI, REST API, and Telegram bot. https://news.neclor.com
fastapi news-aggregator python sqlite
Last synced: 02 Jun 2026
https://github.com/driftq-org/driftq-rag-index-demo
DriftQ + Qdrant demo: build/version a RAG index with replay + rollback
driftq fastapi rag vector-database
Last synced: 12 Feb 2026
https://github.com/pasan-pahasara/fastapi-crud-postgresql
"FastAPI-CRUD-PostgreSQL is a simple and efficient implementation for performing CRUD operations using the FastAPI framework with a PostgreSQL database."
Last synced: 16 Apr 2026
https://github.com/li147852xu/studyflow-ai
StudyFlow-AI is a local-first research & coursework workspace that turns PDFs into citable notes, paper reviews, and presentation decks—with hybrid search, versioned outputs, and exportable submission packs.
fastapi local-first paper rag research streamlit zotero
Last synced: 13 Feb 2026
https://github.com/jonbaldie/fanout-openrouter
An OpenRouter facade that routes a single request to multiple models concurrently and synthesizes a unified response.
ai ensemble fastapi llm openrouter proxy python
Last synced: 02 Jun 2026
https://github.com/sxr24/primer_designing_tool
A bioinformatics tool to design primers easily and efficiently (Under development but works perfectly with necessary features)
bioinformatics biotechnology fastapi python react
Last synced: 19 Apr 2026
https://github.com/coslynx/openai-api-wrapper-mvp
Simplify OpenAI API integration with a user-friendly wrapper... Created at https://coslynx.com
ai-wrapper code-generation developer-tools devops fastapi machine-learning mvp openai-api openai-library postgresql psycopg2 python python-backend rest-api software-development sqlalchemy summarization text-generation translation uvicorn
Last synced: 16 Apr 2026
https://github.com/sayedgamal99/ask-ai-about-your-data
End-to-end project that demonstrates how to build a conversational data analysis tool. Users can upload a CSV file and ask questions about it in natural language. The backend, powered by FastAPI and Ollama, uses an LLM to dynamically generate, execute, and interpret Python Pandas code to provide answers. Containerized using Docker.
Last synced: 18 Apr 2026
https://github.com/manasaranjanbehera/llm-structural-gate
Deterministic structural validation service enforcing strict JSON schema contracts.
ai-governance deterministic fastapi json llm pydantic schema-validation
Last synced: 01 Mar 2026
https://github.com/abdulbasit110/nextjs-fastapi
ACE AI - Multi Agent RAG, one stop exam preparation applicaiton for students powered by langchain, vercel ai sdk, openai, fastapi, pinecone and nextjs
fastapi langchain nextjs openai rag vercel-ai-sdk
Last synced: 16 Apr 2026
https://github.com/narender-rk10/gen-ai-home-interior-designer
Gen-AI Home Interior Designer is an AI-powered virtual redesign tool that transforms interior and exterior spaces into stunning, photorealistic designs. Upload a room image, choose design preferences, and get instant AI makeovers with cost estimates and layout suggestions. Powered by Google Gemini and built with React + FastAPI
ai-for-real-estate ai-interior-design design-automation exterior-design-ai fastapi genai genai-home-design google-gemini home-decor-generator interior-design-ai interior-redesign interior-styling llm python reactjs room-visualizer virtual-room-makeover
Last synced: 16 Apr 2026
https://github.com/igorbrizack/crawler-web
Aplicação de coleta de dados Web com ReactJS e Python - API Rest
beautifulsoup crawler docker fastapi mongodb nodejs python3 react scraper
Last synced: 16 Apr 2026
https://github.com/ronylpatil/delivery-time-estm
E2E delivery time estimation project.
aws docker fastapi machine-learning mlops pytest
Last synced: 16 Apr 2026
https://github.com/astralmortem/aiogram-dependency
A FastAPI-style dependency injection system for aiogram Telegram bots. This library brings clean, type-safe dependency injection to your aiogram handlers, making your code more modular, testable, and maintainable.
aiogram dependency-injection fastapi telegram telegrambot
Last synced: 18 Apr 2026
https://github.com/xiaobeicn/storm-server
An server api base implementation of storm and fastapi
fastapi knowledge-curation llm nlp report-generation retrieval-augmented-generation storm
Last synced: 16 Apr 2026
https://github.com/wwakabobik/pritunl_vpn_connector
Automatic connection service for TOTP-based auth for PritunlVPN
fastapi macos pritunl pritunl-vpn python vpn
Last synced: 02 Jun 2026
https://github.com/volodymyrmamaevsky/hotel_booking
backend fastapi postgresql python
Last synced: 16 Apr 2026
https://github.com/stephenfeddes/draftfrat
Monorepo for the fantasy sport application DraftFrat.
fastapi gcp github-actions golang java kubernetes machine-learning mongodb nodejs postgres python rabbitmq react react-native restful-api springboot terraform testing typescript websockets
Last synced: 01 Apr 2026
https://github.com/ornl/certified
The missing certificate infrastructure for web APIs.
Last synced: 04 Mar 2026
https://github.com/rahuldongre-us/python-prometheus-grafana-docker
Easily monitor your Python applications like a pro using Prometheus, Grafana, and Docker – all in one streamlined setup. This project offers a plug-and-play observability stack to track key metrics, set up alerting, and visualize real-time performance dashboards for your Python services.
alert checkov fastapi grafana monitoring observability prometheus python3 trivy
Last synced: 16 Apr 2026
https://github.com/holms/fb-analyzer-post-fetcher
Facebook post fetching service for FB Analyzer
docker fastapi fb-analyzer microservices python
Last synced: 16 Apr 2026
https://github.com/shasoka/equeue_backend
Серверная часть eQueue 📙
alembic asyncpg fastapi moodle poetry postgresql pydantic python3 sqlalchemy websocket
Last synced: 16 Apr 2026
https://github.com/mohiteamit/simple_pipeline_using_iris
Iris Classification Pipeline, Streamlit App & FastAPI
fastapi iris-classification iris-dataset pipeline python sklean-classifier stremalit
Last synced: 16 Apr 2026
https://github.com/meappy/kumon-marker
Automated Kumon worksheet marker using your favourite AI
ai computer-vision education fastapi helm kubernetes python react
Last synced: 01 Apr 2026
https://github.com/longfelloson/matcher
Dating bot
aiogram amazon-s3 fastapi postgresql pydantic python redis sqlalchemy
Last synced: 17 Apr 2026
https://github.com/mbrsagor/product
FastAPI postgresql product backend web app
docker fastapi postgresql python
Last synced: 17 Apr 2026
https://github.com/aonurakman/demandify
Reproduce real-world traffic congestion with synthetic demand calibration for agent-based traffic scenarios using genetic algorithms.
fastapi genetic-algorithm genetic-algorithms openstreetmap python python3 sumo tomtom tomtom-api traffic-simulation
Last synced: 05 Mar 2026
https://github.com/greathayat/google-gemini-live
A repository to learn the implementation of Google Gemini Live API for text and audio Chat.
fastapi gemini gemini-api gemini-live gemini-realtime google-ai google-ai-studio google-gemini python reactjs websockets
Last synced: 17 Apr 2026
https://github.com/soaibsafi/tuc-share-python
Content sharing application with distributed block list services using FAST API (Python) and React.js.
Last synced: 17 Apr 2026
https://github.com/poyuchenlaw/shanbot
Restaurant AI Assistant LINE Bot — Invoice OCR, Menu Management, Financial Reports, Tax Export. Built for small restaurants and catering companies.
accounting ai catering fastapi invoice line-bot ocr paddleocr python restaurant tax traditional-chinese
Last synced: 02 Apr 2026
https://github.com/santoshniroula/book-scraper
Scrpped book application, contains scrapper, server and client application.
android docker-compose fastapi flutter jetpack-compose ktor mongodb scrapy
Last synced: 02 Apr 2026
https://github.com/lukaskellerstein/vex
Visual editing in the browser. AI-powered code changes in your codebase.
ai-coding chrome-extension electron fastapi nats python react typescript visual-editor web-development
Last synced: 02 Apr 2026
https://github.com/davebugg/alertpilot
Self-hosted action-on-alert framework — receive events via HTTP, push to any device, execute actions from notification
alerting devops docker fastapi notification-center notification-service notification-system notifications ntfy pwa self-hosted self-service
Last synced: 02 Apr 2026
https://github.com/kilgoretrout1985/yadiskapi-shbr
Test task for Yandex backend school autumn 2022 / Тестовое задание для осенней школы бекэнд-разработки Яндекса. Python asyncio REST-service.
asyncio asyncpg docker docker-compose fastapi postgresql pytest-asyncio python3 rest rest-api test-task
Last synced: 02 Apr 2026
https://github.com/tameronline/mystrotamer-fastapi-docker
A FastAPI-based web application with Docker support and CI/CD pipeline integration
api-development ci-cd docker fastapi postgresql python scalable-applications
Last synced: 17 Apr 2026
https://github.com/cnoret/getaround-ml-dashboard-api
Dashboard & prediction API for Getaround car rental analytics and ML-based price prediction. Built with FastAPI & Streamlit.
analytics api car-rental dashboard data-science deployment fastapi getaround machine-learning mlops price-prediction streamlit
Last synced: 17 Apr 2026
https://github.com/yashitacodes/threatintel-backend
A Python-based backend service that automatically aggregates and deduplicates cybersecurity news from 20+ major sources using Docker containerization.
aggregator cybersecurity fastapi mongodb news newsapi scraper
Last synced: 17 Apr 2026
https://github.com/deepraj21/bhashabandhu-hackathon
Build a system that assists judges in drafting judgments, translating legal jargon into layman’s terms, and disseminating judgments in multiple languages for broader accessibility. Design a solution that ensures the clarity and legal integrity of judgments while making them comprehensible to the public.
bhashini fastapi gemini-api javascript python vitejs
Last synced: 17 Apr 2026
https://github.com/xiaojiou176-open/sourceharbor
AI knowledge control tower and MCP server for YouTube, Bilibili, RSSHub, and RSS, with source-intake front doors, trends, briefings, grounded search, and builder-ready API/MCP surfaces.
ai-agents bilibili claude-code codex control-tower digest fastapi knowledge-base knowledge-pipeline mcp mcp-server nextjs research-automation retrieval rss source-first sourceharbor temporal youtube
Last synced: 13 Apr 2026
https://github.com/yeakiniqra/govai-application-backend
GovAI Bangladesh - Your AI-Powered Guide to Government Services
ai fastapi gpt langchain rag-chatbot serpapi
Last synced: 17 Apr 2026
https://github.com/thevickypedia/user_profile_database
A database created using SQLite3 and accessed via FastAPI to create and maintain UserProfiles
fastapi sphinx-doc swagger-ui user-profiling
Last synced: 30 Apr 2026
https://github.com/sepehr071/pm-assistant
Local-first AI copilot for Project Managers. 9 MCP integrations, approval-gated tool calls, proactive rules engine.
agent ai-assistant fastapi llm local-first mcp openrouter project-management react smithery
Last synced: 03 Jun 2026
https://github.com/dongju93/cocktail-maker
칵테일 제조에 필요한 다양한 주류의 특성(향, 맛, 여운 등), 정보, 이미지를 관리하고 검색할 수 있는 RESTful API 서비스로, MongoDB와 SQLite를 활용하여 주류 데이터와 메타데이터를 저장하고, JWT 기반 인증 시스템을 통해 사용자 권한을 관리합니다.
backend docker fastapi gunicorn jwt mongodb python react rest-api tailwindcss typescript uvicorn vite
Last synced: 17 Apr 2026
https://github.com/noahspott/thecoverbandscene
API-driven backend for cover bands to manage events, availability, and calendars. FastAPI, SQLModel, Alembic, PostgreSQL.
alembic docker fastapi postgresql sqlmodel
Last synced: 04 Apr 2026
https://github.com/remarkablemark/python-microservice-template
🐍 Python microservice template
api fastapi microservice python python3 template uvicorn
Last synced: 04 Apr 2026
https://github.com/derleiti/triforce
AILinux AI Server Backend - Multi-LLM Orchestration System with TriForce/TriStar
ailinux backend fastapi federation groq llm mcp multi-model ollama python
Last synced: 11 Apr 2026
https://github.com/jibbs1703/loan-approval-prediction
This repository contains a Loan Approval Prediction Model. The model predicts the likelihood of loan approval based on applicant data. The model deployment is done using FastAPI to allow applicant data to be entered in order to obtain an approval prediction.
api-endpoints aws-ec2 aws-s3 classification-algorithm fastapi feature-engineering feature-selection loan-approval-prediction model-deployment model-training-and-evaluation
Last synced: 04 Apr 2026
https://github.com/abbasiandev/codekhoda
Next-gen Android security: On-device AI malware scanning, real-time threat protection, network traffic analysis, and cloud-powered threat intelligence.
android-malware android-security clean-architecture cybersecurity fastapi hybrid-cloud intrusion-detection jetpack-compose kotlin machine-learning malware-detection mobile-security network-monitoring packet-analysis python security-scanner tensorflow-lite threat-intelligence vpn-service
Last synced: 04 Apr 2026
https://github.com/4gt-104/matyan-backend
REST API server for Matyan experiment tracking — reads and writes experiment data, metrics, and artifacts to FoundationDB; handles control operations.
aim apache-2 asyncio experiment-tracking fastapi foundationdb kafka machine-learning matyan mlops object-storage python rest-api
Last synced: 04 Apr 2026
https://github.com/quangduy201/captionify
An AI Image Caption Generator
cnn fastapi huggingface-spaces image-captioning kaggle pytorch rnn
Last synced: 04 Apr 2026
https://github.com/arnie1x/farmflow
FarmFlow is an AI-powered advisory platform designed to assist rice farmers in optimizing their agricultural practices. By combining expert farming knowledge with real-time insights, FarmFlow provides personalized recommendations on crop health, resource use, and cost-saving strategies.
fastapi huggingface huggingface-inference-endpoint langchain llm nuxtjs python retrieval-augmented-generation
Last synced: 18 Apr 2026
https://github.com/rubix982/findex
This is the A1 assignment submission for the CS317 - Information Retrieval course @ FAST NUCES, Spring '21
boolean-model docker docker-compose fastapi information-retrieval reactjs
Last synced: 04 Apr 2026
https://github.com/ellisjoe611/example-llm-chatbot
Example of LLM-based chatbot using FastAPI & LangChain
Last synced: 18 Apr 2026
https://github.com/spaceshaman/full-stack-fastapi-nuxt-jwt-auth-orm-free-template
ORM Free Full Stack, modern web application template. Using FastAPI, Nuxt.js, JWT Authentication, SQLite, Docker compose and more.
backend docker docker-compose fastapi frontend full-stack fullstack jwt jwt-auth jwt-authentication jwt-token nuxt nuxt3 nuxtjs python python3 sqlite sqlite3 template typescript
Last synced: 04 Apr 2026
https://github.com/getblitzed/magnetize-login-api
Handles login/logout
api docker fastapi kubernetes magnetize python3
Last synced: 18 Apr 2026
https://github.com/f949kaschenko/coiledsteelapi
REST API for managing metal coils in a warehouse. Built with FastAPI, SQLAlchemy, and PostgreSQL. Supports advanced filtering, statistics, Docker deployment, and full test coverage.
docker fastapi githubaction-workflow postgresql pytest python sqlalchemy
Last synced: 18 Apr 2026
https://github.com/akihokurino/embedding-search
pdf embedding search sample
fastapi openai postgresql python3
Last synced: 18 Apr 2026
https://github.com/bradlab/chatbot
A chatbot API developed with FastAPI, designed to be deployed on AWS Lambda via Mangum
aws aws-cloudformation aws-dynamodb aws-lambda docker fastapi jenkins python serverless
Last synced: 04 Apr 2026
https://github.com/mahtabranjbar/customer_churn_prediction
Full‑stack Customer Churn Prediction app – FastAPI backend, Streamlit dashboard, PostgreSQL & Docker
data-science docker fastapi gradient-boosting machine-learning postgres python streamlit
Last synced: 04 Apr 2026
https://github.com/ahnaf19/anime-or-not
Anime-Or-Not (AoN) is an API that exposes prediction endpoint of an deep learning leveraged image classifier, detecting its anime or cartoon.
Last synced: 04 Apr 2026
https://github.com/cyrus-nodejs/foodpal-fe-app
FoodPal is an AI-powered cooking assistant that generates recipes based on what you want to eat, then shows you nearby vendors where you can buy the ingredients — bridging AI and real-world commerce.
expressjs fastapi machine-learning mongodb transformers vector
Last synced: 04 Apr 2026
https://github.com/shanu-shahbin/notepad__fastapi
A backend service built using FastAPI and MongoDB to manage users and their notes. The application implements JWT-based authentication to ensure secure access.
fastapi hashing jwt mongodb swagger-ui
Last synced: 18 Apr 2026
https://github.com/deepgram-starters/fastapi-flux
Get started using Deepgram's Flux real-time transcription with this FastAPI demo app
deepgram demo fastapi flux python quickstart real-time speech-to-text streaming turn-detection
Last synced: 05 Apr 2026
