Devroop Saha 's repositories

navilaw-ai

AI powered legal research engine. The system is based on multi AI agentic RAG systems leveraging the power of Llama3 LLM

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LangChat

A RAG based QnA Application over the LangChain documentation.

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Chirpy

It is an AI-powered integration for Sparrow, revolutionizing API management with context-aware chatbots and automated workflows. It leverages the power of RAG, Prompt engineering and Llama3 to streamline developer tasks and enhance API lifestyle.

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CourseLens

A RAG Based smart search system, recommending courses on the basis of natural language based queries and keywords.

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fastapi-scaffold

FastAPI Scaffold is a CLI tool to quickly generate FastAPI project structures with optional features like authentication, database integration, machine learning model setup, and Docker support.

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toxicity-prediction-ai-bionnovate-Visonx.py

A model to predict the toxicity of a given compound through its SMILES notation

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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.

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Bank-churn-prediction

Bank Churn Predicition using every type of classification Algorithm

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Boston-Housing-price-App

This is the MLCOE task 4 repository

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Dinesh-FitChat

This is a RAG based chatbot that acts like a fitness trainer and gives fitness advice on training, diet or motivation.

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Elevate

This project implements and visualizes various disk scheduling algorithms using the analogy of elevators in a building. The primary algorithms include FCFS, SSTF, SCAN, LOOK, and their circular versions.

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FitVid

This is AI powered video based gym trainer, that monitors the form of gym exercises.

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Genesis

A generative world for general-purpose robotics & embodied AI learning.

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HateSpeechDetect-text

In this project, I focused on benchmarking various machine learning models, deep learning architectures, and fine-tuned BERT-based models to evaluate their performance across multiple metrics

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Langchain-learning

This is fun little project where I used Mistral7b LLM via HuggingFaceHub and Langchain wrapper

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leetode-contest-rating-prediction

I am developing a model which will predict the rating of a contestant based on his/her performance on the contest

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NovaAI

This multi-AI agent system has been developed to automate research and writing blogs. On the basis of the given topic as input, it researches and fetches all the content related to that particular topic and accordingly , it jots down a comprehensive blog or a structured document based on the fetched content.

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Predicting-time-series-using-xgboost

This repository demonstrates the time series forecasting power of xgboost

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YourDushman

YourDushman is a fun LLM project, where it acts as Sarcastic chatbot who replies to the prompts in a savage manner.

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devroopsaha744

Config files for my GitHub profile.

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empire-chain

Empire Chain is a Python framework that orchestrates all your AI needs by seamlessly integrating LLMs (OpenAI, Anthropic, Groq), vector stores (Qdrant, ChromaDB), document processing, speech-to-text, web crawling, data visualization, and interactive chatbots into a unified interface, making it easy to build powerful AI applications like RAG systems

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FlashyGen

AI powered FlashCard generation functionality prototype

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FunnyAlgorithms

A repository with a bunch of funny algorithms, beginners friendly

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GPUMatMul

A deep dive into how GPUs affect the training efficiency and performance in Neural Networks when compared to CPUs

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makau

A blog application

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math-Llama

LLAMA2 finetuned model, fine-tuned for solving mathematical problems.

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movie-rental-store-analysis

The Movie Rental Analytics capstone project presents a comprehensive exploration of the Sakila Dataset, offering invaluable insights into the DVD rental store domain.

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pgagi-assignment

This is the assignment provided by PGAGI

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storm

An LLM-powered knowledge curation system that researches a topic and generates a full-length report with citations.

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