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Projects in Awesome Lists by MadhanMohanReddy2301
A curated list of projects in awesome lists by MadhanMohanReddy2301 .
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: 15 Nov 2024
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: 15 Nov 2024
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: 18 Oct 2024
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: 15 Nov 2024
https://github.com/madhanmohanreddy2301/madhanmohanreddy2301
Config files for my GitHub profile.
Last synced: 15 Nov 2024
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: 15 Nov 2024
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: 15 Nov 2024
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: 15 Nov 2024