Repositório para prática de atividades apresentadas em sala.
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Updated
Sep 26, 2023 - Python
Repositório para prática de atividades apresentadas em sala.
A production-style Retrieval-Augmented Generation (RAG) system featuring hybrid retrieval (FAISS + BM25), Reciprocal Rank Fusion, Cross-Encoder reranking, Redis caching, multiple chunking strategies, and local LLM inference via Ollama.
FastAPI based project
This project provides a comprehensive guide to containerizing a Python application using Docker. Follow the steps below to set up your environment, create a Dockerfile, build and push your Docker image, and run your container.
Production-ready AI chatbot using HuggingFace DialoGPT, FastAPI, and Docker. REST API with conversation memory and session management.
A Sample Code for Docker Swarm Demo
Python Flask User Register/Login API
Containerized: ElasticSearch + Kibana
log parser
This project is a simple To-Do application built using FastAPI. It allows you to manage a list of tasks, each of which has a title, description, due date, priority, and completion status.
Django app ci/cd in gitlab and github action
A professional AI-powered Document Assistant Website that allows users to upload any document (PDF/DOCX) and instantly chat with it using advanced NLP + Retrieval Augmented Generation (RAG).
MLops 5th Sem Project
Add a description, image, and links to the dockerimage topic page so that developers can more easily learn about it.
To associate your repository with the dockerimage topic, visit your repo's landing page and select "manage topics."