📄️ AI & Machine Learning Projects Hub: LLM Deployment & GenAI
Comprehensive collection of AI and machine learning project guides covering LLM deployment, AWS AI services, private AI setups, and generative AI implementations.
📄️ Deploy Mistral-7B LLM with Ollama on AWS SageMaker
Complete tutorial for deploying and running Mistral-7B large language model using Ollama on AWS SageMaker. Includes setup, configuration, and usage examples.
📄️ PrivateGPT Local Deployment on Linux - Secure Document Chat Without Cloud
Complete guide to deploying PrivateGPT locally on Linux and Proxmox for secure, private document chat. No data leaves your network - chat with PDFs, TXT, HTML locally.
📄️ PrivateGPT on AWS EC2 - Secure Cloud-Based Document Chat with LLMs
Deploy PrivateGPT on AWS EC2 for secure, scalable document chat in the cloud. Complete setup guide for private LLM deployment with document processing capabilities.
📄️ Building Agentic RAG with LlamaIndex - Advanced AI Agent Development
Complete guide to building agentic RAG systems with LlamaIndex. Learn advanced AI agent development, retrieval-augmented generation, and intelligent document processing.
📄️ Deploy Large Language Models to AWS SageMaker - Complete Manual Guide
Step-by-step tutorial for manually deploying LLMs to AWS SageMaker endpoints. Learn model preparation, inference code setup, and endpoint deployment for production AI.
📄️ AWS GPT Documentation Assistant - AI-Powered AWS Learning Tool
Custom GPT model trained on AWS documentation to accelerate learning and provide instant answers to AWS service questions. Based on Alex Simas' awsdocsgpt project.
📄️ ChatGPT Prompt Engineering for Developers - Complete AI Interaction Guide
Comprehensive guide to prompt engineering for developers using ChatGPT. Learn advanced prompting techniques, best practices, and practical examples for software development.
📄️ Retrieval Augmented Generation (RAG) - Production-Ready AI Applications Guide
Complete guide to building production-ready RAG applications. Learn retrieval-augmented generation techniques, implementation best practices, and enterprise AI deployment strategies.
📄️ AWS GenAI Ambassador Program - AI Leadership and Community Building Notes
Notes and insights from the AWS GenAI Ambassador program covering AI leadership, community building, and generative AI best practices for enterprise adoption.
📄️ Claude 3 Opus Financial Advisor - AI-Powered Personal Finance Assistant
Building a personal financial advisor using Claude 3 Opus for intelligent money management, investment advice, and financial planning with AI-powered insights.
📄️ AI Prompting Collection - System, User, and Advanced Prompt Templates
Comprehensive collection of AI prompts including system prompts, user prompts, and advanced prompting techniques for various AI applications and use cases.
📄️ Amazon Bedrock and LangChain Workshop - Enterprise AI Application Development
Complete workshop guide for building enterprise AI applications using Amazon Bedrock and LangChain. Learn serverless AI deployment and advanced LLM integration patterns.
📄️ LangChain AutoGPT Development - Building Autonomous AI Agents
Complete guide to building AutoGPT-style autonomous AI agents using LangChain. Learn agent architectures, tool integration, and autonomous AI system development.