Projects in Awesome Lists by Sagor0078
A curated list of projects in awesome lists by Sagor0078 .
https://github.com/sagor0078/building-rag-using-dspy-and-gemini-api
This codebase implements a Retrieval-Augmented Generation (RAG) chatbot using the Gemini API and DSPy framework, designed to answer questions based on the HotPotQA dataset. It includes components for loading data, generating responses, and evaluating model performance through various QA strategies, including basic QA and multi-hop retrieval.
Last synced: 28 Feb 2025
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: 27 Feb 2025
https://github.com/sagor0078/statistical-sampling-and-hypothesis-assessment
Last synced: 28 Feb 2025
https://github.com/sagor0078/fastapi-tdd
The project is a demonstration of Test-Driven Development (TDD) using FastAPI and Tortoise ORM. It includes a basic FastAPI application with a simple endpoint and uses Tortoise ORM for database interactions. The project is containerized using Docker and Docker Compose, making it easy to set up and run.
docker docker-compose fastapi postgersql pytest python3 ruff tortoise-orm unittest
Last synced: 01 Apr 2025
https://github.com/sagor0078/lru-cache-golang-api-design
This repository implements a Least Recently Used (LRU) Cache as a REST API using Go (Golang). The API allows clients to interact with the cache by performing operations such as adding, retrieving, and evicting cache entries.
Last synced: 01 Apr 2025
https://github.com/sagor0078/fastapi-farmstack
This is simple web apps which is build with fastapi, mongodb and reactjs
docker docker-compose fastapi nginx reactjs
Last synced: 03 Apr 2025