Amit Soni (amitsoni2005)

amitsoni2005

Geek Repo

Company:Decisive Actions Inc

Location:Meridian Idaho

Home Page:http://www.decisiveactions.co

Github PK Tool:Github PK Tool

Amit Soni's starred repositories

LLMs-from-scratch

Implementing a ChatGPT-like LLM in PyTorch from scratch, step by step

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tl-jockey

Jockey is a conversational video agent.

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youtube-videos

This repo will have my Youtube videos

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MRAG

Official Implementation of "Multi-Head RAG: Solving Multi-Aspect Problems with LLMs"

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graphrag-accelerator

One-click deploy of a Knowledge Graph powered RAG (GraphRAG) in Azure

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graphrag

A modular graph-based Retrieval-Augmented Generation (RAG) system

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awesome-generative-ai-guide

A one stop repository for generative AI research updates, interview resources, notebooks and much more!

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diffbot-kg-chatbot

Knowledge graph construction and RAG demo using Diffbot and Neo4j

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2024-europe-virtual

Enterprise Technology Leadership Summit Europe Virtual 2024 Slides

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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.

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loft

LOFT: A 1 Million+ Token Long-Context Benchmark

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PiML-Toolbox

PiML (Python Interpretable Machine Learning) toolbox for model development & diagnostics

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annotated_deep_learning_paper_implementations

🧑‍🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

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applied-ml

đź“š Papers & tech blogs by companies sharing their work on data science & machine learning in production.

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courses

This repository is a curated collection of links to various courses and resources about Artificial Intelligence (AI)

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awesome-scalability

The Patterns of Scalable, Reliable, and Performant Large-Scale Systems

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Made-With-ML

Learn how to design, develop, deploy and iterate on production-grade ML applications.

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tidb.ai

https://TiDB.AI is a Graph RAG based and conversational knowledge base tool built with TiDB Serverless Vector Storage and LlamaIndex. Open source and free to use.

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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.

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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.

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omnichain

Efficient visual programming for AI language models

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llama_parse

Parse files for optimal RAG

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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)

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serverless-reference-solution

Serverless SaaS code reference solution

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cognee

Deterministic LLMs Outputs for AI Applications and AI Agents

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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.

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Topological_Sort_In_Graph

Topological_Sort_In_Graph

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openui

OpenUI let's you describe UI using your imagination, then see it rendered live.

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