FastAPI | Ecosyste.ms: Awesome

https://github.com/noorjotk/local-rag-engine

Local RAG app with zero-config Docker setup. FastAPI + Streamlit + Qdrant + Ollama. Just run `docker-compose up --build`! 🚀

docker fastapi llm local-ai local-llm local-ollama ollama pdf-processing privacy-focused python qdrant qdrant-vector-database rag semantic-search streamlit vector-database

Last synced: 09 Sep 2025

https://github.com/ruben-sprengel/vigil-cd

VigilCD is a lightweight GitOps deployment agent that automatically monitors Git repositories and performs Docker Compose deployments on changes. Built for self-hosted environments with support for private repositories and Docker registries.

deployment docker docker-compose fastapi gitops selfhosted

Last synced: 04 Feb 2026

https://github.com/diogocarrola/youtube-downloader

A user-friendly web application to download videos and audios from YouTube and YouTube Music in the best quality possible, with no ads.

fastapi react webapp youtube-downloader yt-dlp

Last synced: 22 Feb 2026

https://github.com/mahyarkarimi/fastapi_static_files

FastAPI static file serving middleware with indexing files feature.

fastapi python static-file-server

Last synced: 31 Jul 2025

https://github.com/digital-fracture/my-vote-backend

Application backend

clustering fastapi machine-learning nlp supabase

Last synced: 01 Mar 2026

https://github.com/firlucky/fir-easy-fastapi

杉极简python后端开发框架。使用FastAP，目录尽量符合Java编程风格。

fastapi mysql python tortoiseorm

Last synced: 31 Jan 2026

https://github.com/manojkp08/shl-assessment-recommendor

AI-Powered Tool for Optimal SHL Test Recommendations

chromadb cohere-ai fastapi python rag render streamlit vector-database

Last synced: 10 Apr 2025

https://github.com/rohancyberops/youtubedl

YouTube Downloader API built with FastAPI for the backend and React for the frontend. It allows users to download YouTube videos in various formats.

axios css fastapi html javascript python react trending typescript youtube youtube-downloader youtube-video-downloader

Last synced: 15 Mar 2025

https://github.com/sharafatkarim/metro-api

Metro-API, a lightweight, user-friendly backend for handling user balances. Easily recharge, discharge, and manage user data with a powerful FastAPI framework.

backend-api fastapi python

Last synced: 30 Jan 2026

https://github.com/pleabargain/fastapi_simple_db

a very simple FASTAPI demo

fastapi python

Last synced: 17 May 2026

https://github.com/weaiw/trove-ai

中文互联网内容的个人 AI 稍后读 + 知识库 · Read-later + AI knowledge base for the Chinese internet

ai chinese fastapi knowledge-base nextjs obsidian pgvector rag read-later second-brain semantic-search

Last synced: 31 May 2026

https://github.com/mauricekuenicke/confluence-rag

Building a RAG System connected to Confluence using Airflow, FastAPI and Qdrant

airflow fastapi genai python qdrant rag vector-search

Last synced: 15 Apr 2026

https://github.com/mukundakatta/fanout

Agentic content studio: one product → 5 platform-tailored drafts → posted from your own browser session. 15 channels, no third-party API keys.

agentic-ai bluesky browser-automation chrome-extension content-generation fastapi groq indie-hackers linkedin llama marketing-automation mastodon nextjs reddit social-media

Last synced: 27 May 2026

https://github.com/rahulkumar-fullstack/async-fastapi-mysql-api

Asynchronous REST API built with FastAPI and MySQL for efficient user management.

async asyncmy crud fastapi mysql rest-api restful-api sqlalchemy

Last synced: 05 Feb 2026

https://github.com/nexy39/home-price-predictor-app

This is web app to find real estates and predict price on US. Will add more real estates on countries

decision-trees fastapi geolocation-data home-price-prediction mapbox nextjs14 prediction-model python scraping-websites typescript visualization

Last synced: 04 May 2026

https://github.com/mdfarhankc/fastapi-fullauth

Production-grade, async-native authentication and authorization library for FastAPI.

access-token argon2 async authentication authorization bcrypt csrf fastapi fullauth jwt oauth pydantic-v2 rbac redis refresh-token security sqlalchemy sqlmodel users

Last synced: 23 May 2026

https://gitlab.com/core-27/c27cache

[C27Cache](https://pypi.org/project/c27cache/) is a simple HTTP caching library designed to work with [FastAPI](https://fastapi.tiangolo.com/).

cache fastapi

Last synced: 14 Mar 2026

https://github.com/joeraad/header-propagation

Header Propagation Middelware for FastAPI

fastapi header propagation python

Last synced: 14 Jan 2026

https://github.com/mohitgupta0123/fraud_detection_mlops

End-to-end Fraud Detection MLOps pipeline integrating MLflow, FastAPI, Streamlit, Docker, Kubernetes, Prometheus, and Grafana for real-time fraud prediction, experiment tracking, and monitoring.

anomaly-detection docker end-to-end-pipeline fastapi fraud-detection grafana imbalanced-data kubernetes machine-learning mlflow mlops-project prometheus python streamlit

Last synced: 11 Apr 2026

https://github.com/vbalalian/roman_coins_data_pipeline

Work-in-progress, learning-focused, end-to-end ELT data pipeline project.

airbyte api beautifulsoup cicd coins dagster data-engineering data-pipeline docker docker-compose duckdb elt fastapi minio postgresql python rest-api sql web-scraping webscraping

Last synced: 09 Apr 2026

https://github.com/avin4930c/ai-zen

AI ZEN is a full-stack app using Next.js and FastAPI to summarize PDFs and query an SQLite database with natural language.

fastapi nextjs python reactjs

Last synced: 10 Mar 2026

https://github.com/hootbu/doc-auth-system

Proje, kullanıcılar tarafından yüklenen kimlik ve imzalı form belgelerini karşılaştırarak tutarlılığını doğrulayan mikroservis tabanlı bir sistem prototipidir. Sistem, FastAPI, Docker, Tesseract (OCR) kullanmaktadır.

docker fastapi html ocr opencv python restful-api

Last synced: 16 Mar 2026

https://github.com/lenochxd/toobo-api

Toobo's Fast-API server

api fastapi rest-api restapi restful-api toobo

Last synced: 05 Aug 2025

https://github.com/jayam04/about-coder-me

api to access your leetcode, codeforces and codechef stats

codechef codeforces coding-ninjas contest-rating fastapi leetcode

Last synced: 27 Jul 2025

https://github.com/saifkhan192/fastapi-blog

Fast Api with Blog and JWT Authentication

api fastapi jwt-authentication orm python

Last synced: 04 May 2026

https://github.com/sagor0078/fastapi-mlops-docker-k8s

This application demonstrates deploying machine learning models using FastAPI, Docker, and Kubernetes. It includes background task processing with Celery and Redis, and provides endpoints for making predictions and retrieving results. The application uses the Breast Cancer Wisconsin (Diagnostic) dataset for model training and evaluation

background-jobs celery docker docker-compose fastapi k8s k8s-cluster minikube minikube-cluster ml mlops pylint pytest python3 redis unit-testing

Last synced: 13 Apr 2026

https://github.com/rihoneailabs/trae-chat-101

A barebone Chatbot built using FastAPI websockets and HTML - powered by Github Models

ai-demo azure-ai coding-ide fastapi github-models trae-ide websockets

Last synced: 27 May 2026

https://github.com/prodev717/gesturecall

A video call intercom system designed for deaf people, using a Raspberry Pi, vibration motor, and AI-powered sign language translation. It enables communication between normal and deaf users over a local network without any call charges.

ai deaf-communications fastapi iot local-network mediapipe opencv python python-gpio raspberry-pi sign-language-translation socket-programming vibration-sensor video-call

Last synced: 08 Apr 2026

https://github.com/pmcode9992/hpe-mentor

HPE Mentor is a purpose-built platform designed to streamline the onboarding process for freshers and interns within a company. This repository houses the tools and resources necessary to provide effective training, ensuring a smooth transition and skill development for new team members.

fastapi grommet psql python reactts

Last synced: 28 Feb 2026

https://github.com/iwpnd/toponym-api

API to generate toponyms from input words

aws-lambda fastapi toponym toponym-api

Last synced: 01 May 2026

https://github.com/cindyangelira/surveillance-system

fastapi gemma geospatial javascript langchain llm python react remote-sensing yolov8

Last synced: 10 Apr 2026

https://github.com/coqui123/tradegpt

TradeGPT is a full-stack cryptocurrency trading application that combines a modern Fresh (Deno) frontend with a Python (FASTAPI) backend for Coinbase integration and Azure AI Services for intelligent trading analysis. 💹

analytics automation cryptocurrency data deno fastapi fresh numpy python trading-algorithms trading-strategies tradingbot typescript

Last synced: 11 Apr 2026

https://github.com/grazzolini/tuneforge

Local-first desktop app for musicians learning songs: stem separation, chord/key/tempo detection, pitch shift, retune, export. No cloud, no account.

audio chord-detection demucs desktop fastapi key-detection local-first music musicians open-source pitch-shift play-along practice self-hosted stem-separation tauri

Last synced: 28 Apr 2026

https://github.com/dakohhh/python-security-system

This project aims to enhance security on university campuses through the implementation of an intelligent camera security system powered by machine learning and face recognition. Built with Python, OpenCV, TensorFlow & FastAPI

bootstrap5 fastapi javascript jupyter machine-learning python tensorflow

Last synced: 11 Apr 2026

https://github.com/tony-artz/htmx-fastapi

This project is a challenge to create a complete website using a unique stack combination

fastapi htmx jinja2 postgresql python sass sqlalchemy unicorn

Last synced: 09 Apr 2026

https://github.com/wvogel/eyestream

Self-hosted video platform with HLS adaptive streaming, admin UI, and embed player. FastAPI + ffmpeg + Nginx, behind OAuth2-Proxy.

docker fastapi ffmpeg hls nginx oauth2-proxy oembed open-source postgresql self-hosted streaming video video-cdn

Last synced: 29 May 2026

https://github.com/wvogel/uptime-kuma-api

Lightweight read-only REST API sidecar for Uptime Kuma — exposes monitor metadata and latest heartbeats to external dashboards

api docker fastapi mariadb monitoring proxy python read-only rest-api self-hosted sidecar uptime-kuma

Last synced: 29 May 2026

https://github.com/spatiumddi/spatiumddi

Open-source DDI platform — unified DNS, DHCP, and IP Address Management. Runs its own BIND9 + Kea service containers, with a FastAPI control plane and React UI. Alpha.

bind9 ddi dhcp dns dns-management docker fastapi infrastructure ip-address-management ipam kubernetes netops network-automation open-source react self-hosted

Last synced: 25 Apr 2026

https://github.com/kingabzpro/a-to-z-mlops

A complete MLOps project.

cicd docker docker-compose fastapi graphana kaggle locust machine-learning mlflow mlops prefect prometheus text-classification uv

Last synced: 30 Jan 2026

https://github.com/rangerdigital/kyouka

🕹 Remote control for your desktop's media keys.

control fastapi media multimedia player python3 remote remote-control vuejs windows

Last synced: 12 Apr 2026

https://github.com/nafizpervez/employee_platform

A Employee platform for office use to calculate employees entry and exit time, personal informations, department, Search Query, time filter integration, xlsx upload and parse, and export report PDF

api-rest excel-import fastapi fastapi-crud fastapi-sqlalchemy filter html-css-javascript pandas-python pdf-generation query react-router-dom reactjs sqlite3 swagger-ui

Last synced: 02 May 2026

https://github.com/logalexus/tta

TCP Traffic Analyzer

attack-defense ctf-tools fastapi ids tcp-analysis traffic-analysis traffic-monitoring vuejs

Last synced: 24 Feb 2026

https://github.com/pstawekl/react-with-python

Representative React.js app with api in Fast api Python.

fastapi python react reactjs

Last synced: 19 Apr 2026

https://github.com/manawasp/integrate-openapi-to-ts-app

Example to limit api integration friction in a typescript application

api fastapi openapi typescript

Last synced: 05 Jan 2026

https://github.com/igormcsouza/kitty-api

Question and Answer API for cats myths!

chatbot fastapi tensorflow

Last synced: 16 Jan 2026

https://github.com/amine-akrout/parenting-assistant-rag

AI-Powered Parenting Assistant

docker docker-compose faiss fastapi huggingface langchain langfuse llm llm-guard llmops openai rag

Last synced: 13 Apr 2026

https://github.com/prajwalsrinvas/event_api

An API created using FastAPI to provide information on important events that have occurred on a given day, month or throughout the year.

fastapi web-scraping

Last synced: 14 May 2026

https://github.com/markoshb/manageyourdata

Generate PDF reports and AI powered analysis from data files locally.

data-science fastapi fpdf gemini langchain ollama pandas pdf-report-generation streamlit

Last synced: 14 Apr 2026

https://github.com/utkarsh5026/smash-leetcode

Smash the LeetCode 👊 with your pretty fingers and with AI

client-server fastapi langchain leetcode leetcode-solutions llm python react redux shadcn-ui tailwind typescript vite

Last synced: 12 Apr 2026

https://github.com/huangkai1008/graphql-starter

Graphql-starter is a graphql start project with fastapi

fastapi graphql python

Last synced: 03 May 2026

https://github.com/marketcalls/gptclone

LangChain App with Conversational Memory

chatgpt fastapi gpt4o-mini langchain openai sqlite-database

Last synced: 14 Apr 2026

https://github.com/geoion/norma

Modern, type-safe Python ORM with dataclass support. Works with PostgreSQL, SQLite, MongoDB, and Cassandra.

async cassandra cli codegen dataclass fastapi mongodb orm postgres postgresql pydantic python schema-generation sqlite tornado type-safety validation

Last synced: 11 Apr 2026

https://github.com/nikaera/docker-fastapi-basic-auth-sample

Docker Compose sample project with BASIC authentication for FastAPI docs path in nginx.

basic-authentication docker docker-compose fastapi nginx

Last synced: 13 Apr 2026

https://github.com/rakibhossain72/ctrip

cTrip Crypto Payment Gateway: multi-chain cryptocurrency payment gateway built with FastAPI

cryptocurrency-payment-gateway fastapi payment-gateway web3py

Last synced: 19 Apr 2026

https://github.com/d-f/weather-prediction-app

A demonstration application for LSTM based time series forecasting with NOAA temperature data. Dataset organized with MongoDB, model performance analyzed with SQL (MySQL), REST API created with FastAPI, and application containerized with Docker

docker fastapi lstm mongodb mysql pytorch time-series-forecasting weather-forecast

Last synced: 14 Apr 2026

https://github.com/emotu/llm-classifier

LLM (RAG) powered apis that classify businesses by crawling their website and extracts relevant industry, scopes and business activities

ai fastapi llm openai python rag

Last synced: 11 Apr 2026

https://github.com/shba007/unpsy-omr

OMR REST API Service for Psy App

api fastapi omr opencv python

Last synced: 17 Sep 2025

https://github.com/pranshu936/chatbot

This Legal Assistant Chatbot is an AI-powered application designed to assist with legal research and documentation. It leverages advanced language models and a comprehensive legal knowledge base to provide accurate and relevant information to users' legal queries.

fastapi huggingface python rag streamlit vector-database

Last synced: 26 Jul 2025

https://github.com/xiaojiou176-open/webaudit

Evidence-first browser automation for AI agents and operators, with recovery and MCP.

ai-agents browser-automation codex coding-agents developer-tools e2e-testing fastapi mcp model-context-protocol openapi playwright reproducibility workflow-automation

Last synced: 19 Jun 2026

https://github.com/pluginagentmarketplace/custom-plugin-backend

Backend development plugin for Claude AI - FastAPI, database management, API design, and server-side development tools

ai api backend claude database development fastapi marketplace plugin python

Last synced: 18 Jan 2026

https://github.com/seapagan/url-shortener2

URL Shortener Version 2. Rebuilt using my Fastapi-template project - original version was based on a realpython.com tutorial, with additional functionality

fastapi python

Last synced: 19 May 2026

https://github.com/kushalpraja/branch

🌳Create personalized, customizable pages to showcase and share all your important links with your audience.

authentication docker fastapi jwt nextjs nodejs npm

Last synced: 10 Apr 2026

https://gitlab.com/xxxevexxx/vkontakte-template

Vkontakte Template - это пример создания бота для Vkontakte, который использует библиотеку VKBottle для взаимодействия с VK API, фреймворк FastAPI для создания API и базу данных через Tortoise-ORM.

fastapi python tortoise vk

Last synced: 23 Oct 2025

https://github.com/iteranya/aina-website-creator

Create Beautiful Websites with AI - Now with Discord Integration!

ai cms discord discord-py fastapi website-generation

Last synced: 21 Jan 2026

https://github.com/hasnainyaqub/6_Months_of_Data_Science_and_AI

A portfolio of my data science projects, including exploratory data analysis (EDA), machine learning, deep learning, and data visualization using Python, Pandas, NumPy, Plotly, Seaborn, and more.

ai data-science deep-learning eda fastapi flask machine-learning pandas plotly powerbi python pytorch scikit-learn scipy sql tableau tensorflow

Last synced: 24 Nov 2025

https://github.com/elcaiseri/survey-analysis-rag-system

A web application using Retrieval-Augmented Generation (RAG) to analyze and compare survey datasets. Built with FastAPI, Nginx, and OpenAI’s models. Fully containerized with Docker for easy deployment.

ai docker docker-compose fastapi javascript machine-learning nginx nlp openai python rag semantic-search survey-analysis

Last synced: 12 Apr 2026

https://github.com/tegaraditya/iotanic-classification-api

IoTanic's CNN model implementation using FastAPI

cnn-keras fastapi machine-learning python tensorflow

Last synced: 03 May 2026

https://github.com/andreaspb/sd-sem1-testing

Software Developer | Semester 1 | Testing

docker fastapi pre-commit python svelte sveltekit

Last synced: 11 Apr 2026

https://github.com/egyan07/ghostbackup

Secure automated backup for Windows with AES-256-GCM streaming encryption, 3-2-1 redundancy, circuit breaker, 7-year compliance retention, and real-time file watching. Built with Electron + React + FastAPI.

aes-256-gcm automation backup-tool data-protection desktop-app electron encryption fastapi file-sync local-backup python react sqlite ssd-backup vite watchdog

Last synced: 02 Apr 2026

https://github.com/geraldwambui/orderservicetechnicalassesment

A comprehensive order management system built with FastAPI and React, featuring authentication, role-based access control, payment processing, and webhook integration.

docker fastapi nginx openapi postgersql python

Last synced: 09 Apr 2026

https://github.com/Adityasinghvats/FastApi-Courses-Backend

A backend project using Fast Api , MongoDB , Docker , Postman.

backend-api crud-application docker dockerfile fastapi mongodb python3 uvicorn

Last synced: 22 Sep 2025

https://github.com/happy-cyber/ai-translate

Zero-config AI localization. One command translates Django, Flask, FastAPI, Flutter, Android, iOS apps using AI.

ai android arb automation cli developer-tools django fastapi flask flutter gemini gettext i18n ios l10n localization openai python translation

Last synced: 14 Apr 2026

https://github.com/mateus-dev-me/task_manager_fastapi

Rest API for task management written in Python with FastAPI.

continues-integration docker-compose fastapi postgresql pyproject-toml python testdrivendevlopment

Last synced: 26 Feb 2025

https://github.com/iimpaq/movie-finder

Movie Finder / Recommender System for the course Advanced Information Retrieval 2024 at Graz University of Technology

bunjs fastapi huggingface nextjs python3 pytorch transformers typescript

Last synced: 02 Jul 2025

https://github.com/adityasinghvats/fastapi-courses-backend

A backend project using Fast Api , MongoDB , Docker , Postman.

backend-api crud-application docker dockerfile fastapi mongodb python3 uvicorn

Last synced: 13 Apr 2026

https://github.com/phamtrinhduc/learn-mlops

deployment docker fastapi kubernetes mlops

Last synced: 29 Apr 2026

https://github.com/hq969/deepfleet-ai

DeepFleet-AI is an AI-powered fleet route optimization platform that combines machine learning, geolocation algorithms, and cloud infrastructure to enhance delivery efficiency and reduce operational costs. It offers a modular architecture with a FastAPI backend, Flask APIs, machine learning models, a React frontend (optional), and AWS integration

aws fastapi reactjs terraform

Last synced: 11 Apr 2026

https://github.com/ankan97dutta/profilis

High performance, non blocking profiler for modern Python web apps. Flask, FastAPI, Sanic, SQLAlchemy, MongoDB and more.

application-performance-monitoring developer-tools fastapi flask mongodb neo4j observability performance-monitoring profiler profiling-tools prometheus-metrics pyodbc python python-library sanic spyglass sqlalchemy tracing

Last synced: 10 Mar 2026

https://github.com/michael7nightingale/fastapi_authtools

JWT authentication fot FastAPI framework.

fastapi jwt-authentication starlette

Last synced: 24 May 2026

https://github.com/ichard26/toomanycards

An overengineered Quizlet "replacement".

fastapi flashcards nginx sveltekit

Last synced: 11 Aug 2025

https://github.com/tsotetsi/pingwatch

Light weight health endpoint for checking connectivity.

expo expo-go fastapi pydantic-v2 react-native

Last synced: 04 May 2026

https://github.com/tomtom4/fastauth

a free authentication and authorization server

authentication-backend authorization fastapi python3 sqlmodel

Last synced: 04 May 2026

https://github.com/mdfarhankc/resumecraft

ResumeCraft - Generate professional resumes from JSON with DOCX/PDF export, custom styling, and web framework support.

career cli cv cv-builder django docx fastapi flask json pdf pydantic-v2 pypi python resume resume-builder resume-generator word-document

Last synced: 23 May 2026

https://github.com/jersongb22/datascience_mlops_movierecommendations_project

Simulating a Data Scientist's role in a startup aggregating streaming platforms. Building movie queries and ML-based recommendation system with MLOps focus. ML model web app deployed with Render.

data-science fastapi machine-learning matplotlib pandas python render scikit-learn stopwords

Last synced: 10 Apr 2026

https://github.com/zeroniki/cryptocurrency-app

alembic cryptocurrency docker docker-compose fastapi fastapi-users postgresql redis sqlalchemy

Last synced: 13 Apr 2026

https://github.com/devroopsaha744/agatha

Agatha is a NL2SQL-driven expense tracker API that leverages Llama 3.3 provided by Groq for efficient and fast data extraction and NL2SQL workflow. It allows users to either add transaction data to a SQL database or ask questions about their expenses, all via natural language.

docker expense-tracker fastapi generative-ai groq-api langchain llama3-3 llm nlp python text2sql transaction-management

Last synced: 10 Apr 2026

https://github.com/hannayusuf97/m3u4strmv2

m3u4strm is a docker container to manage m3us for Jellyfin

docker farm-stack fastapi jellyfin m3u mongodb self-hosted strm-files

Last synced: 15 Apr 2026

https://github.com/sehoon787/autopolio

Turn your GitHub into a professional portfolio — AI-powered resume generator with 200+ tech detection, multi-LLM support, and DOCX/PDF/MD export

ai-resume career-automation developer-tools docx-generator electron fastapi github-analysis github-portfolio job-search llm open-source pdf-generator portfolio portfolio-generator python react resume-automation resume-builder tech-stack-detection typescript

Last synced: 04 Apr 2026

https://github.com/artryazanov/embedding-service

This is a FastAPI-based service for generating text embeddings, supporting multiple architectures like intfloat/multilingual-e5-large and BAAI/bge-m3. It automatically configures prefixes and sequence lengths based on the selected model. It supports both single text and batch processing.

ai-assisted bge-m3 docker e5 embeddings fastapi fine-tuning huggingface machine-learning multilingual nlp python pytorch rest-api semantic-search sentence-transformers

Last synced: 15 Mar 2026

https://github.com/mist941/easy-diary

A modern digital journaling application built with Next.js and FastAPI. Features an intuitive interface for daily note-taking. 📝✨

bash containerization diary docker fastapi nextjs nginx notes python typescript

Last synced: 10 Apr 2026

https://github.com/luisnquin/fastapi-restapi-postgresql

With FastAPI and PostgreSQL.

fastapi json-sql posgresql restapi

Last synced: 07 Apr 2025

https://github.com/raulpy271/trust-lesson

📖 Trust Lesson is a virtual learning environment

azure docker fastapi postgresql python terraform

Last synced: 09 Apr 2026

https://github.com/ymorsi7/dronedeadreckoning

Synchornous and asynchronous drone dead reckoning

drone fastapi tello-drone

Last synced: 15 May 2026

https://github.com/alotab/microservices-api

This is a FastAPI microservices app for managing restaurant orders. The app is divided into several chapters, each focusing on a specific aspect of the whole resturant process.

blueprint fastapi flask python

Last synced: 09 Apr 2026

https://github.com/abhash-rai/e-commerce-llm-based-recommendation-system

This project develops an e-commerce recommendation system using FastAPI, SQLModel for database management, and Qdrant for storing product embeddings. Google FLAN-T5 is fine-tuned on training data generated from project database itself to generate personalized recommendations and adapt over time.

docker fastapi llm llm-finetuning orm pandas pytorch qdrant recommendation-system t5-model transformers vector-database