Amit Soni's starred repositories
LLMs-from-scratch
Implementing a ChatGPT-like LLM in PyTorch from scratch, step by step
youtube-videos
This repo will have my Youtube videos
graphrag-accelerator
One-click deploy of a Knowledge Graph powered RAG (GraphRAG) in Azure
awesome-generative-ai-guide
A one stop repository for generative AI research updates, interview resources, notebooks and much more!
diffbot-kg-chatbot
Knowledge graph construction and RAG demo using Diffbot and Neo4j
2024-europe-virtual
Enterprise Technology Leadership Summit Europe Virtual 2024 Slides
Awesome-Machine-Learning-On-Source-Code-V2
A curated list of awesome research papers, datasets and software projects devoted to machine learning and source code.
PiML-Toolbox
PiML (Python Interpretable Machine Learning) toolbox for model development & diagnostics
annotated_deep_learning_paper_implementations
🧑‍🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes đź“ť; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... đź§
applied-ml
đź“š Papers & tech blogs by companies sharing their work on data science & machine learning in production.
awesome-scalability
The Patterns of Scalable, Reliable, and Performant Large-Scale Systems
Made-With-ML
Learn how to design, develop, deploy and iterate on production-grade ML applications.
LLM_Projects_Gemini_Pro
Two Streamlit applications: PDF Interaction Interface for AI-driven Q&A from PDFs, and Gemini Image Demo for AI-powered invoice image analysis and description.
Gemini-PDF-Question-Answering-System
Streamlit application that allows users to upload multiple PDF files, ask questions about the content of the PDFs, and receive answers based on the provided context.
llama_parse
Parse files for optimal RAG
aws-saas-factory-eks-reference-architecture
This repository provides a reference architecture for building an end to end SaaS solution using Amazon Elastic Kubernetes Service (EKS)
serverless-reference-solution
Serverless SaaS code reference solution
rule-based-retrieval
The Rule-based Retrieval package is a Python package that enables you to create and manage Retrieval Augmented Generation (RAG) applications with advanced filtering capabilities. It seamlessly integrates with OpenAI for text generation and Pinecone or Milvus for efficient vector database management.
Topological_Sort_In_Graph
Topological_Sort_In_Graph