GenAI Stack Workshop
Inner-loop Developer Workflow
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genai-workshop
GenAI Stack Workshop
genai-workshop
Getting Started
Prerequisites
Lab 1 - Building and deploying a simple GenAI application
Lab 1 - Building and deploying a simple GenAI application
Overview of GenAI
Current Challenges
What problem does it solve
Lab 2 - Using Docker to containerize and deploy GenAI applications
Lab 2 - Using Docker to containerize and deploy GenAI applications
What is Docker
Inner-loop Developer Workflow
Docker Developer Workflow
Docker Image Building and Best Practices
Getting Started with Docker Init
Overview of Compose Watch
Overview of Compose Profile
Lab 3 - Using Neo4j to store and manage knowledge graphs
Lab 3 - Using Neo4j to store and manage knowledge graphs
Introduction to Neo4j and Knowledge Graphs
Intro to Cypher Query Language
Lab 4 - Using LangChain to integrate LLMs into Gen-AI applications
Lab 4 - Using LangChain to integrate LLMs into Gen-AI applications
Introduction to LLMs
Introduction to Langchain
Getting Started
Best Practices
Lab 5 - Using Ollama to deploy large language models
Lab 5 - Using Ollama to deploy large language models
Introduction to Ollama
Lab 6 - Gen-AI Stack - Let’s bring it together
Lab 6 - Gen-AI Stack - Let’s bring it together
LLM Hallucination
Avoiding LLM Hallucination
Introduction to RAGs
Getting Started with Sample GenAI App
Using Docker Compose
Troubleshooting
Upcoming Feature
Inner-loop Developer Workflow
