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#Ollama

Showing: 67 courses
Devoxx

Building an Advanced Agentic RAG System with Langchain, Ollama, and Milvus

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Explore the cutting-edge world of Agentic Retrieval-Augmented Generation (RAG) systems in this 31-minute conference talk from Devoxx. Discover how to construct an advanced Agentic RAG system using open-source technologies like Langchain, Ollama, and Milv…
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1 Lesons
31 minutes
On-Demand
Free-Video
Devoxx

Running Open Large Language Models in Production with Ollama and Serverless GPUs

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Explore the deployment of open large language models in production environments using Ollama and serverless GPUs. Learn why companies are increasingly interested in running open models like Gemma and Llama, which offer full control over deployment, model…
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1 Lesons
43 minutes
On-Demand
Free-Video
The Machine Learning Engineer

Instalación y Uso de Ollama para Modelos de Lenguaje - Data Science y Machine Learning

0 rewiews
Aprende a instalar y utilizar Ollama, implementando modelos como Llama2 o Mistral 7B para generar texto, chatear y crear embeddings.
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1 Lesons
24 minutes
On-Demand
Free-Video
The Machine Learning Engineer

Document Similarity: Langchain, Ollama Mistral 7B, and Chroma in Spanish

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Aprende a clasificar documentos usando Langchain, Ollama con Mistral 7B y Chromadb para análisis de similitud en español.
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1 Lesons
29 minutes
On-Demand
Free-Video
The Machine Learning Engineer

Llama 2, Ollama and Pinecone: Searching in Vector Stores

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Instala y utiliza OLLAMA y Pinecone para crear embeddings con LLama2 7B, subir contenido a la base de vectores y realizar consultas eficientes.
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1 Lesons
47 minutes
On-Demand
Free-Video
The Machine Learning Engineer

Microsoft AI: Semantic Kernel and RAG Dynamic Prompts in Spanish

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Explora el Semantic Kernel de Microsoft y crea componentes RAG con prompts dinámicos usando Ollama y modelos personalizados en C#.
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1 Lesons
23 minutes
On-Demand
Free-Video
The Machine Learning Engineer

Microsoft AI: Semantic Kernel C# SDK Integration with Ollama

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Integra Ollama y modelos de la librería con Semantic Kernel de Microsoft en C#. Aprende a utilizar estas herramientas de IA para proyectos de aprendizaje automático.
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1 Lesons
34 minutes
On-Demand
Free-Video
Keith Galli

Solving Real-World Data Science Problems with LLMs - Historical Document Analysis

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Learn to analyze historical documents using Python and LLMs. Covers entity parsing, document connection, and data insights extraction. Practical application with Freedmen's Bureau dataset and both closed and open-source LLMs.
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15 Lesons
2 hours 40 minutes
On-Demand
Free-Video
The Machine Learning Engineer

Microsoft AI: Semantic Kernel and RAG Dynamic Prompts with C# - Data Science and Machine Learning

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Explore RAG component creation using Dynamic Prompts with Microsoft Semantic Kernel, utilizing Ollama Framework and Phi3 Mini model in C#.
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1 Lesons
20 minutes
On-Demand
Free-Video
Jeremy Chone

Rust Ollama Tutorial - Interfacing with Ollama API Using ollama-rs

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Learn to interface with Ollama HTTP API using ollama-rs library in Rust. Covers generation, context handling, chat functionality, and embeddings through hands-on examples and practical coding.
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6 Lesons
1 hour 1 minute
On-Demand
Free-Video
pixegami

Python RAG Tutorial - AI for PDFs with Local LLMs

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Build a Python RAG app to query PDFs using AI. Learn advanced topics like local execution, vector DB updates, file handling, and response quality testing.
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9 Lesons
22 minutes
On-Demand
Free-Video
Discover AI

Building RAG Systems: From Vector Embeddings to Self-Reflective CRAG - 5 Python Notebooks

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Explore practical RAG implementations through 5 Python notebooks, from basic text embeddings to advanced self-reflective systems using LlamaIndex, Ollama, and ReAct Agent frameworks.
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7 Lesons
19 minutes
On-Demand
Free-Video
Docker

The GenAI Stack - From Zero to Database-Backed Support Bot

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Build a GenAI support bot using Docker, Neo4j, LangChain, and Ollama. Learn to create vector embeddings, integrate LLMs with knowledge graphs, and develop natural language Q&A systems.
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1 Lesons
56 minutes
On-Demand
Free-Video
Sam Witteveen

Image Annotation with LLaVA and Ollama

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Learn to annotate images using LLava 1.6 and Ollama. Explore file handling, image loading, API integration, and data management in this practical tutorial on building an image captioning application.
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10 Lesons
15 minutes
On-Demand
Free-Video
All About AI

Learn AI Engineering: Building Autonomous Agent Systems with Llama 3 8B - Ollama

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Explore autonomous agent creation using LLMs, focusing on Llama 3 8B and Claude 3 Haiku. Learn to build and expand a basic system with Python, incorporating functions and tools for task-solving.
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6 Lesons
23 minutes
On-Demand
Free-Video
All About AI

Llama 3 8B - Building Local AI Agents with Function Calling - Full Tutorial

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Learn to build AI agents with Llama 3 8B, exploring function calling, tool creation, and customization. Hands-on tutorial for developing powerful local language models with practical applications.
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7 Lesons
18 minutes
On-Demand
Free-Video
Sam Witteveen

Llama 3 - 8B and 70B Models Deep Dive and Implementation Guide

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Explore Llama 3's 8B and 70B models: capabilities, benchmarks, and deployment options. Learn about scaling, licensing, and future developments in this comprehensive overview of Meta AI's latest language model release.
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15 Lesons
24 minutes
On-Demand
Free-Video
Sam Witteveen

Qwen 2 - Analyzing Reasoning and Creativity Capabilities

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Explore Qwen 2's capabilities in reasoning and creativity, comparing its performance to other models. Learn about its multilingual support, agent features, and see practical demonstrations.
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12 Lesons
14 minutes
On-Demand
Free-Video
1littlecoder

Building Local Llama Agents with Mistral and Arcee Agent

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Explore building local Llama Agents using Mistral and Arcee models. Learn to create AI agents with open-source tools for tasks like calculation and NLP analysis.
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1 Lesons
20 minutes
On-Demand
Free-Video
All About AI

37% Better Output with 15 Lines of Code - Llama 3 Improved RAG

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Improve RAG performance for Llama 3 models with simple code modifications, enhancing output quality by 37% for both local 8B and cloud-based 70B versions.
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6 Lesons
16 minutes
On-Demand
Free-Video
The Machine Learning Engineer

Llama 2, Ollama and Pinecone - Vector Database Search for Machine Learning and Data Science

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Explore embedding and searching text using Llama 2, Ollama, and Pinecone Vector Database for efficient information retrieval in machine learning projects.
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1 Lesons
54 minutes
On-Demand
Free-Video
The Machine Learning Engineer

Microsoft AI: Semantic Kernel C# SDK Integration with Ollama - Machine Learning and Data Science

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Integrate Microsoft's Semantic Kernel C# SDK with Ollama, exploring Phi3 model and coding in C# for enhanced machine learning capabilities.
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1 Lesons
35 minutes
On-Demand
Free-Video
Nerdy Rodent

Flux.1 Image-to-Image and LLM Prompt Enhancement in ComfyUI

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Explore image-to-image composition control and AI-assisted prompt enhancement in ComfyUI, featuring Flux.1 workflows and LLM integration for improved image generation.
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5 Lesons
17 minutes
On-Demand
Free-Video
Venelin Valkov

Local Llama 3.2 (3B) Tutorial - Summarization, Structured Text Extraction, and Data Labelling

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Explore Llama 3.2 (3B) on Ollama for summarization, data extraction, and labeling. Learn setup, coding, and practical applications in this hands-on tutorial.
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13 Lesons
19 minutes
On-Demand
Free-Video
Devoxx

Bringing GenAI to the Modern Enterprise - A Production Use-Case in Serverless Java

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Develop cutting-edge GenAI applications for enterprises using Java, AI orchestration frameworks, and multiple LLMs. Learn hands-on with a real-world production use-case in a serverless environment.
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1 Lesons
2 hours 35 minutes
On-Demand
Free-Video
Dan Vega

Getting Started with Ollama and Web UI for Large Language Models

0 rewiews
Learn to install Ollama, run Meta AI's Llama 3.1, and set up Web UI for a ChatGPT-like interface to interact with large language models locally on your machine.
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1 Lesons
14 minutes
On-Demand
Free-Video
Dan Vega

Getting Started with Ollama, Llama 3.1 and Spring AI

0 rewiews
Learn to run open-source LLMs locally with Ollama, use Meta's latest Llama 3.1 model, and integrate it into Spring applications using Spring AI for powerful language processing capabilities.
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1 Lesons
18 minutes
On-Demand
Free-Video
Mervin Praison

Create Local No-Code AI Agents with N8N and Ollama - A Step-by-Step Tutorial

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Learn to build local AI agents using n8n and Ollama - create calculator, news search, and blog writer agents with PostgreSQL integration and no-code workflows in just 10 minutes.
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12 Lesons
10 minutes
On-Demand
Free-Video
Dave's Garage

Run Local LLMs on Hardware from $50 to $50,000 - Testing and Comparison

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Explore local LLM performance across diverse hardware, from Raspberry Pi to high-end workstations. Compare Llama models on various systems and discover surprising results in AI accessibility.
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1 Lesons
15 minutes
On-Demand
Free-Video
Sam Witteveen

Llama 3.2 - Multimodal and Edge Computing Advancements

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Explore Llama 3.2's multimodal capabilities, edge computing potential, and performance benchmarks. Learn about its vision-tuned models, lightweight versions, and integration with Ollama.
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11 Lesons
13 minutes
On-Demand
Free-Video
Dave's Garage

Setting Up a Local AI Like ChatGPT on Your Own Machine

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Set up a local AI engine like ChatGPT on your personal machine. Learn the reasons and steps for implementing your own AI system for enhanced privacy and control.
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1 Lesons
13 minutes
On-Demand
Free-Video
The Machine Learning Engineer

Document Similarity: Langchain, Ollama Mistral 7B, and Chroma for Machine Learning and Data Science

0 rewiews
Explore document similarity using Langchain, Ollama with Mistral 7B or LLama 2, and Chromadb as VectorStore for machine learning and data science applications.
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1 Lesons
28 minutes
On-Demand
Free-Video
Data Centric

Building Local AI Agents with LangGraph and Ollama

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Explore building local AI agents using LangGraph and Ollama. Learn integration techniques, code implementation, and compare with vLLM. Gain insights on Ollama's effectiveness for agent development.
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5 Lesons
19 minutes
On-Demand
Free-Video
Data Centric

AI Agent - Open-Source Perplexity Alternative Using LangGraph and Advanced Prompt Engineering

0 rewiews
Explore Jar3d, an open-source AI agent using LangGraph and advanced prompt engineering. Learn to build a Perplexity alternative with Llama 3.1 for research-intensive tasks and local operation.
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3 Lesons
24 minutes
On-Demand
Free-Video
Kubesimplify

Running Llama 3 Locally with Ollama and LlamaEdge

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Explore running Llama3 locally with Ollama and LlamaEdge. Learn to operate language models, use WebUI, serve models, and interact via Python. Discover GPTScript and Ollama's user interface for enhanced local LLM usage.
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1 Lesons
17 minutes
On-Demand
Free-Video
Tech with Tim

Create a Local Python AI Chatbot Using Ollama

0 rewiews
Learn to create a local Python AI chatbot using Ollama, running Llama3 model without subscriptions. Includes setup, implementation, and a full script for a functional chatbot.
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6 Lesons
13 minutes
On-Demand
Free-Video
1littlecoder

ClaudeDev and Ollama as Local Cursor Alternative - Limitations of Current Models

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Explore ClaudeDev, a VSCode extension offering AI coding assistance with local model support via Ollama. Learn its features and potential as a Cursor alternative for enhanced development workflows.
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1 Lesons
11 minutes
On-Demand
Free-Video
Ian Wootten

Ollama - Installing and Using Uncensored Llama 2 on Mac

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Discover Ollama: Effortlessly install and run Llama 2 on Apple Silicon Macs. Explore programming assistance, custom models, API integration, and uncensored versions for versatile AI applications.
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8 Lesons
12 minutes
On-Demand
Free-Video
Ian Wootten

Ollama on Linux - Installing and Running LLMs on Your Server

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Step-by-step guide to installing and running Ollama on Linux servers, enabling easy deployment of large language models like Llama2 for remote access and use.
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4 Lesons
13 minutes
On-Demand
Free-Video
Ian Wootten

Using Ollama to Run Local LLMs on the Steam Deck - Performance Comparison with Raspberry Pi 5

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Explore running Ollama's local LLMs on Steam Deck: installation process, model performance, and comparison with Raspberry Pi 5 speeds in this hands-on tutorial.
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4 Lesons
11 minutes
On-Demand
Free-Video
Mervin Praison

Creating an AI Research Assistant Using Ollama RAG - Cost-Free Implementation

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Create a free AI research assistant using Ollama AI to streamline article searches, generate insights, and build a user-friendly interface for efficient literature review and analysis.
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8 Lesons
10 minutes
On-Demand
Free-Video
Mervin Praison

How to Seamlessly Integrate AI into Your Application with PhiData

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Learn to build AI assistants with PhiData, covering function calling, database integration, and custom tools for seamless application enhancement.
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10 Lesons
12 minutes
On-Demand
Free-Video
Mervin Praison

Sciphi Triplex: A Cost-Effective Alternative to Microsoft GraphRAG

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Explore Sciphi Triplex: a cost-effective, high-performance alternative to Microsoft's Graph RAG for creating knowledge graphs from unstructured data. Learn setup, implementation, and visualization techniques.
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7 Lesons
11 minutes
On-Demand
Free-Video
Mervin Praison

Fine-Tuning and Deploying LLaMA 3.1 on Hugging Face and Ollama

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Step-by-step guide to fine-tune LLaMA 3.1 with custom data, save on Hugging Face and Ollama, and deploy for enhanced AI performance tailored to specific business needs.
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14 Lesons
15 minutes
On-Demand
Free-Video
Decoder

Use Your Self-Hosted LLM Anywhere with Ollama Web UI

0 rewiews
Enhance your self-hosted Ollama models with Ollama Web UI, featuring a sleek interface, chat history, voice input, and user management. Learn to access it on your phone using Ngrok for on-the-go AI interactions.
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16 Lesons
10 minutes
On-Demand
Free-Video
Decoder

RAG from the Ground Up with Python and Ollama - Building a Document Interaction System

0 rewiews
Build a RAG system with Python and Ollama: parse documents, create embeddings, implement relevance scoring, and enable LLM interaction with your own datasets.
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16 Lesons
16 minutes
On-Demand
Free-Video
Decoder

LangChain Fundamentals - Building Your First Chain

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Learn to build your first LangChain, exploring Runnable, message formats, ChatModel, templates, and combining components for complex LLM-powered logic in just 14 minutes.
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12 Lesons
14 minutes
On-Demand
Free-Video
Decoder

Building a Chat App with Ollama-py and Streamlit in Python

0 rewiews
Build a Python chat app using Ollama-py and Streamlit. Learn to implement key features like user input, message history, model selection, and streaming responses.
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19 Lesons
22 minutes
On-Demand
Free-Video
JSConf

Privacy-Friendly Applications with Ollama, Vector Functions, and LangChainJS

0 rewiews
Explore building privacy-focused AI applications using Ollama for local LLMs, vector functions for efficient searches, and LangChainJS for versatile agents, ensuring data stays on your device.
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1 Lesons
29 minutes
On-Demand
Free-Video
Chris Hay

Building a Retro AI Chat Interface with Pyxel and Ollama

0 rewiews
Discover how to create a unique retro-style AI chat interface by combining Pyxel gaming engine with Llama 3.1 and Ollama, bringing a nostalgic 80s twist to modern AI interactions.
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1 Lesons
30 minutes
On-Demand
Free-Video
Devoxx

DevoxxGenie: AI Assistant for IntelliJ IDEA - Integrating Local and Cloud LLMs

0 rewiews
Explore DevoxxGenie, a Java-based LLM Code Assistant for IntelliJ IDEA, integrating local and cloud-based LLMs to revolutionize AI-augmented programming.
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1 Lesons
30 minutes
On-Demand
Free-Video
The Machine Learning Engineer

Installing and Using Ollama Framework for Data Science and Machine Learning

0 rewiews
Explore Ollama framework installation, usage, and Python integration for generating, embedding, and chatting with AI models.
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1 Lesons
31 minutes
On-Demand
Free-Video
Data Centric

Build Your Own Local "Perplexity" with Ollama - Deep Dive

0 rewiews
Develop a custom web search agent running locally using Ollama and Llama 3. Learn to build, test, and compare with different models in this comprehensive technical deep dive.
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11 Lesons
59 minutes
On-Demand
Free-Video
Data Centric

Comparing Ollama Local WebSearch Agent with Llama 3 8B to Perplexity AI

0 rewiews
Benchmark Llama 3 8b local web search agent against Perplexity AI. Compare performance, explore capabilities, and analyze results across diverse test questions.
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10 Lesons
50 minutes
On-Demand
Free-Video
Tech with Tim

Python AI Web Scraper Tutorial - Using AI to Scrape Any Website

0 rewiews
Learn to build an AI-powered web scraper using Python, Selenium, BeautifulSoup, and LangChain. Extract specific information from websites with AI-driven parsing and overcome common scraping challenges.
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9 Lesons
46 minutes
On-Demand
Free-Video
James Briggs

Local LangGraph Agents with Llama 3.1 and Ollama - Building a Pizza Recommendation Agent

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Build a local pizza recommendation agent using LangGraph, Ollama, and Llama 3.1. Learn to integrate Reddit API, create agent nodes, and construct an AI graph for personalized suggestions.
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12 Lesons
48 minutes
On-Demand
Free-Video
Eli the Computer Guy

Ollama and Python for Local AI LLM Systems

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Learn to set up and use Ollama with Python for local AI language models, including installation, model management, and integration techniques.
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6 Lesons
30 minutes
On-Demand
Free-Video
Eli the Computer Guy

DIY: Ollama Compare LLM Results Web App - Python, Bottle, and SQLite

0 rewiews
Build a web app to compare LLM results using Ollama, Python, Bottle, and SQLite. Learn project architecture, setup, and coding for CLI and web interfaces.
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8 Lesons
47 minutes
On-Demand
Free-Video
Eli the Computer Guy

DIY AI-Powered Autoblog with Ollama, Llama2, Python, and Bottle

0 rewiews
Learn to create an AI-powered autoblog using Ollama, Llama2, Python, and Bottle. Rewrite existing blog content with LLM technology and store it in a database.
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5 Lesons
34 minutes
On-Demand
Free-Video
Eli the Computer Guy

DIY: Ultimate AI-Powered Autoblog Using RSS - Python, Ollama, Beautiful Soup, Feedparser, SQLite

0 rewiews
Learn to create an AI-powered autoblog using Python, Ollama, Beautiful Soup, Feedparser, and SQLite. Explore architecture, code examples, and best practices for automated content generation.
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6 Lesons
45 minutes
On-Demand
Free-Video
Eli the Computer Guy

AI and Python - Ollama for Local LLM AI Usage

0 rewiews
Learn to run LLMs locally with Ollama, from installation to Python integration. Explore various models, command-line usage, and script connections for AI-powered applications without relying on external APIs.
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1 Lesons
2 hours 27 minutes
On-Demand
Free-Video
AI Bites

Building a Local Voice Assistant Like Alexa Using LLMs and Python

0 rewiews
Learn to build a voice-controlled AI assistant using Python, Streamlit, LangChain, and Ollama in under 100 lines of code. Create your own local version of Alexa through hands-on coding.
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7 Lesons
12 minutes
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

A Mad Scientist's Guide to Automating Container Networking Interface with Generative AI

0 rewiews
Explore automating Kubernetes networking through hands-on experimentation with generative AI, using Ollama for containerized LLM to configure CNI, with practical examples and a dash of mad scientist humor.
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1 Lesons
1 hour 9 minutes
On-Demand
Free-Video
Vladimir Chopine [GeekatPlay]

How to Install LLaMA 3.2 AI Model on Your Computer - Step-by-Step Guide

0 rewiews
Master the step-by-step process of installing and configuring LLaMA 3.2 AI model locally for private data analysis and coding tasks on your personal computer.
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1 Lesons
11 minutes
On-Demand
Free-Video
All Things Open

Introducing Firebase Genkit - Adding AI-Powered Features to Node.js and Go Backends

0 rewiews
Master Firebase Genkit's framework for building AI-powered backends in Node.js and Go, including LLM integration, RAG implementation, testing tools, and production deployment strategies.
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1 Lesons
43 minutes
On-Demand
Free-Video
Shaw Talebi

Multimodal AI: Understanding Large Language Models with Vision and Audio Capabilities

0 rewiews
Explore three key approaches to expanding Language Models beyond text, enabling them to process visual and auditory information, with practical demonstrations using LLaMA 3.2.
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7 Lesons
21 minutes
On-Demand
Free-Video
Chris Hay

QWEN 2.5 Coder - Local AI Development with Ollama, Open WebUI and Continue

0 rewiews
Master local AI coding with QWEN-2.5 Coder through Ollama, OpenWebUI, and Continue. Set up a powerful development environment and explore coding capabilities across Python, JavaScript, React, and Rust.
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7 Lesons
31 minutes
On-Demand
Free-Video