Aditya Soni's repositories
generative-ai
Sample code and notebooks for Generative AI on Google Cloud
auto-dev
🧙AutoDev: The AI-powered coding wizard with multilingual support 🌐, auto code generation 🏗️, and a helpful bug-slaying assistant 🐞! Customizable prompts 🎨 and a magic Auto Dev/Testing/Document/Agent feature 🧪 included! 🚀
aws-genai-llm-chatbot
A modular and comprehensive solution to deploy a Multi-LLM and Multi-RAG powered chatbot (Amazon Bedrock, Anthropic, HuggingFace, OpenAI, Meta, AI21, Cohere) using AWS CDK on AWS
containers-roadmap
This is the public roadmap for AWS container services (ECS, ECR, Fargate, and EKS).
design_patterns
All programmnig design patterns required for development
boa303
repo for demos Unlock insights with AWS GenAI services (re:Invent BOA303)
Books
Books related to AI/ML/DL/GENAI
bytom
Official Go implementation of the Bytom protocol
cassio
A framework-agnostic Python library to seamlessly integrate Cassandra with ML/LLM/genAI workloads
Complete-Placement-Preparation
This repository consists of all the material required for cracking the coding rounds and technical interviews during placements.
edgen
⚡ Edgen: Local, private GenAI server alternative to OpenAI. No GPU required. Run AI models locally: LLMs (Llama2, Mistral, Mixtral...), Speech-to-text (whisper) and many others.
embedditor
⚡ GUI for editing LLM vector embeddings. No more blind chunking. Upload content in any file extension, join and split chunks, edit metadata and embedding tokens + remove stop-words and punctuation with one click, add images, and download in .veml to share it with your team.
genai-for-marketing
This repository provides a deployment guide showcasing the application of Google Cloud's generative AI for marketing scenarios. It offers detailed, step-by-step guidance for setting up and utilizing the generative AI tools, including examples of their use in crafting marketing materials like blog posts and social media content.
genai-stack
Langchain + Docker + Neo4j + Ollama
genai-stackai
An End to End GenAI Framework
GenAI_LLM_timeline
ChatGPT, GenerativeAI and LLMs Timeline
google-research
Google Research
LeanCopilot
LLMs as Copilots for Theorem Proving in Lean
learning-llms-and-genai-for-dev-sec-ops
A set of lessons aimed at anyone learning LLM and generative AI concepts, with sections on operations and security, as well as development.
llm-colosseum
Benchmark LLMs by fighting in Street Fighter 3! The new way to evaluate the quality of an LLM
openai-quickstart
A comprehensive guide to understanding and implementing large language models with hands-on examples using LangChain for GenAI applications.
python
Exercism exercises in Python.
python-coding-interview
A middle-to-high level open source algorithm book designed with coding interview at heart!
Python-Package-Template
A easy, reliable, fluid template for python packages complete with docs, testing suites, readme's, github workflows, linting and much much more
quivr
Your GenAI Second Brain 🧠 A personal productivity assistant (RAG) ⚡️🤖 Chat with your docs (PDF, CSV, ...) & apps using Langchain, GPT 3.5 / 4 turbo, Private, Anthropic, VertexAI, Ollama, LLMs, Groq that you can share with users ! Local & Private alternative to OpenAI GPTs & ChatGPT powered by retrieval-augmented generation.
The-Complete-FAANG-Preparation
DSA (Data-Structures, Algorithms, 450 DSA by Love Babbar Bhaiya, FAANG Questions), Technical Subjects (OS + DBMS + SQL + CN + OOPs) Theory+Questions, FAANG Interview questions, and Miscellaneous Stuff (Programming MCQs, Puzzles, Aptitude, Reasoning). The Programming languages used for demonstration are C++, Python, and Java.