12 docs tagged with "ai"

Comprehensive collection of AI and machine learning project guides covering LLM deployment, AWS AI services, private AI setups, and generative AI implementations.

Comprehensive collection of AI prompts including system prompts, user prompts, and advanced prompting techniques for various AI applications and use cases.

Custom GPT model trained on AWS documentation to accelerate learning and provide instant answers to AWS service questions. Based on Alex Simas' awsdocsgpt project.

Complete guide to building agentic RAG systems with LlamaIndex. Learn advanced AI agent development, retrieval-augmented generation, and intelligent document processing.

Comprehensive guide to prompt engineering for developers using ChatGPT. Learn advanced prompting techniques, best practices, and practical examples for software development.

Building a personal financial advisor using Claude 3 Opus for intelligent money management, investment advice, and financial planning with AI-powered insights.

Step-by-step tutorial for manually deploying LLMs to AWS SageMaker endpoints. Learn model preparation, inference code setup, and endpoint deployment for production AI.

Complete tutorial for deploying and running Mistral-7B large language model using Ollama on AWS SageMaker. Includes setup, configuration, and usage examples.

dump notes:

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.

Deploy PrivateGPT on AWS EC2 for secure, scalable document chat in the cloud. Complete setup guide for private LLM deployment with document processing capabilities.

Complete guide to building production-ready RAG applications. Learn retrieval-augmented generation techniques, implementation best practices, and enterprise AI deployment strategies.