Projects in Awesome Lists by MadhanMohanReddy2301
A curated list of projects in awesome lists by MadhanMohanReddy2301 .
https://github.com/madhanmohanreddy2301/gemini-rag-application
This RAG Streamlit app lets users chat with PDF documents using Gemini and Google's generative AI. Upload PDFs, process text, and get intelligent answers to your questions.
ai gen-ai-initiatives generative-ai ml rag rag-implementation
Last synced: 05 Mar 2025
https://github.com/madhanmohanreddy2301/smartchainagents
LLM Agent Routing Project: This project implements a routing system for user queries using LangChain and Groq's Gemma2-9b-It model. The system intelligently routes questions to arxiv, Wikipedia, or an LLM based on the context, offering efficient and targeted responses for AI research, human information, or general queries.
groq-api huggingface langchain langgraph llmagents
Last synced: 03 Mar 2025
https://github.com/madhanmohanreddy2301/lending_club_case_study
Optimizing urban lending by leveraging data-driven insights to maximize profitability and minimize default risks, enhancing loan approval efficiency and financial stability.
Last synced: 05 Mar 2025
https://github.com/madhanmohanreddy2301/chat-gpt
AIO GPT is an AI-powered application that integrates YouTube video summarization, image generation, and conversational AI using Google's Gemini model. It provides a chat interface to interact with users, generate creative images, and analyze video and image content
chatgpt generativeai googlegemini huggingface imagegeneration machinelearning stablediffusion youtubesummarization
Last synced: 05 Mar 2025
https://github.com/madhanmohanreddy2301/melanoma-detection-assignment
This project aims to develop a deep learning model using a Convolutional Neural Network (CNN) to detect melanoma, a deadly form of skin cancer, from medical images. By leveraging image classification techniques, the model helps automate early detection of melanoma, potentially aiding dermatologists in faster and more accurate diagnoses.
ai convolutional-neural-networks deep-learning ml neural-network
Last synced: 05 Mar 2025
https://github.com/madhanmohanreddy2301/madhanmohanreddy2301
Config files for my GitHub profile.
Last synced: 05 Mar 2025
https://github.com/madhanmohanreddy2301/chat-pdf
PDF Processing with Llama Index and Hugging Face Models: Utilize Llama Index for efficient PDF indexing and querying, integrated with Hugging Face models for advanced natural language processing tasks.
Last synced: 05 Mar 2025
https://github.com/madhanmohanreddy2301/chat-with-sql_db
This project demonstrates how to use the Vanna AI library to connect to a SQLite database and query for the top 10 albums by sales from the Chinook database. Additionally, a Flask application is created to run the Vanna AI interface.
flask-sqlalchemy gpt35turbo llm sqlite streamlit vanna
Last synced: 05 Mar 2025
https://github.com/madhanmohanreddy2301/gemma-instruct-2b-finetuning-on-alpaca
This project demonstrates the steps required to fine-tune the Gemma model for tasks like code generation. We use qLora quantization to reduce memory usage and the SFTTrainer from the trl library for supervised fine-tuning.
fine-tuning gemma-2b in llm llm-training pretrained-models
Last synced: 05 Mar 2025
https://github.com/madhanmohanreddy2301/web_live_data_fetcher
Web Live Data Fetcher A Python package for retrieving and summarizing live data from web searches by performing Google searches and extracting content from the top search results.
Last synced: 08 May 2025
https://github.com/madhanmohanreddy2301/meditrack
This project focuses on leveraging Natural Language Processing (NLP) techniques to identify and extract entities from healthcare data, such as diseases and treatments. It employs Conditional Random Fields (CRF) for entity recognition, achieving high accuracy in detecting relevant medical terms and relationships.
crf-model ml natural-language-processing nlp nltk
Last synced: 29 Mar 2025