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LLMs On-Prem
Welcome
Technical Installation
Connecting to Your Machine
Setting up Your Own Open WebUI
Adding an Inference Endpoint
Augmenting LLM Capabilities
Functions in Open WebUI
Additional Exercises
Tools and MCP
Model Context Protocol (MCP)
Different Tools
Additional Exercises
Agentic Workflows
RAG - Knowledge Bases
RAG - SQL
Additional Information
Docker, Cuda and Nvidia drivers
Open WebUI and Ollama
PPI filter function
MCP tool code
Replication at home
Slides
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