📄️ 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.
📄️ AWS GPT Docs
An AWS Docs trained GPT model to help me study and understand things quickly, notes on Alex Simas work
📄️ Building Agentic RAG with Llamaindex - Notes
Link to DeepLearning.AI Section.
📄️ Building with Amazon Bedrock and LangChain Workshop
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📄️ Claude 3 Opus: Finanical Advisor
This project is my notes and code for a Financial Advisor that I'm designing and building using Claude 3 Opus.
📄️ Deploying LLM to SageMaker (manually)
These are notes for working out the steps and process for deploying an LLM to SageMaker as part of my YouTube video series, hence they will be rough, but I will include the link to the completed video.
📄️ AWS GenAI Ambassador Notes
AWS GenAI Stack
📄️ Learning LLM LangChain: Building an AutoGPT
Following LangChain Crash Course: Build a AutoGPT app in 25 minutes! by Nicholas Renotte.
📄️ PrivateGPT on Linux (ProxMox): Local, Secure, Private, Chat with My Docs.
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📄️ PrivateGPT on AWS: Cloud, Secure, Private, Chat with My Docs.
Installing PrivateGPT on AWS Cloud, EC2.
📄️ ChatGPT Prompt Engineering for Developers
Link to Guidelines Section.
📄️ AI System, User and other Prompts
System Prompt Notes
📄️ Retrieval Augmented Generation (RAG) Notes
I'm watching "Building Production-Ready RAG Applications: Jerry Liu" video.