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Local GenAI LLMs with Ollama and Docker | DevOps and Docker Talk Ep. 262
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Learn how to run your own local ChatGPT clone and GitHub Copilot clone by setting up Ollama and Docker's "GenAI Stack" to build apps on top of open source LLMs and closed-source SaaS models (GPT-4, etc.). Matt Williams is our guest to walk us through all the parts of this solution, and show us how Ollama can make it easier on Mac, Windows, and Linux to setup custom LLM stacks.
Matt Williams
============
Nirmal Mehta
============
Bret Fisher
=========
Join my Community 🤜🤛
================
Chapters
========
00:00 Intro
01:27 Understanding LLMs and Ollama
03:13 Ollama's Elevator Pitch
08:36 Installing and Extending Ollama
17:14 HuggingFace and Other Libraries
19:21 Which Model Should You Use?
26:25 Ollama and Its Applications
28:54 Retrieval Augmented Generation (RAG)
36:41 Deploying Models and API Endpoints
40:35 DockerCon Keynote and LLM Demo
47:41 Getting Started with Ollama
Matt Williams
============
Nirmal Mehta
============
Bret Fisher
=========
Join my Community 🤜🤛
================
Chapters
========
00:00 Intro
01:27 Understanding LLMs and Ollama
03:13 Ollama's Elevator Pitch
08:36 Installing and Extending Ollama
17:14 HuggingFace and Other Libraries
19:21 Which Model Should You Use?
26:25 Ollama and Its Applications
28:54 Retrieval Augmented Generation (RAG)
36:41 Deploying Models and API Endpoints
40:35 DockerCon Keynote and LLM Demo
47:41 Getting Started with Ollama
1:06:43
Local GenAI LLMs with Ollama and Docker (Stream 262)
0:50:21
Local GenAI LLMs with Ollama and Docker | DevOps and Docker Talk Ep. 262
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Power Each AI Agent With A Different LOCAL LLM (AutoGen + Ollama Tutorial)
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FREE Local LLMs on Apple Silicon | FAST!
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Why does Ollama exist? Local LLM manager for GenAI
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LLM vs RAG vs Tokens: Ollama, the local LLM manager for GenAI
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Local LLMs with Ollama & LangChain
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Fully local tool calling with Ollama
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Easy 100% Local RAG Tutorial (Ollama) + Full Code
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How I built a Multiple CSV Chat App using LLAMA 3+OLLAMA+PANDASAI|FULLY LOCAL RAG #ai #llm
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Run LLM Locally with Ollama: Quick Tutorial! #artificialintelligence #ai #ollama #genai #shorts
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Ollama Web UI Tutorial- Alternate To ChatGPT With Open Source Models
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host ALL your AI locally
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Run Open Source LLMs Locally: Step-by-Step Guide in easiest way #llm #generativeai #ollama #llama3
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How to Use Llama 3 with PandasAI and Ollama Locally
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Running LLM Model on Local Machine: Ollama, LlamaIndex and Langchain
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L 2 Ollama | Run LLMs locally
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How to run a local AI chatbot on Windows in 5 min, no cuts, no edits, with Ollama, LMStudio, OpenAI
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Ollama and Langchain || Run LLMs locally
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