DevOps and Docker Talk: Cloud Native Interviews and Tooling
Local GenAI LLMs with Ollama and Docker
Jun 14, 2024
Friend of the show, Matt Williams, explains how to run local ChatGPT and GitHub Copilot clones using Ollama and Docker's GenAI Stack. Topics include setting up LLM stacks, deploying models, utilizing RAG for customized responses, and integrating Docker for GPU utilization.
50:08
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Quick takeaways
- Running open source generative AI models locally with Olama and Docker enhances efficiency and data privacy.
- Retrieval Augmented Generation (RAG) optimizes model responses by retrieving relevant data for more accurate outcomes.
Deep dives
Overview of LLMs and Olama in Tech Development
Working with Locally Run Language Models (LLMs) like Olama for developing with open source AI models offers insights into using Docker environments effectively. This episode delves into the usefulness of setting up model runs locally for efficient development. Highlighting the simplicity of using Olama to create and run models, it emphasizes the benefits of local setups for tools like Chat GPT clones.
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