Ollama Tool Call: EASILY Add AI to ANY Application, Here is how

Mervin Praison ยท Beginner ยท๐Ÿง  Large Language Models ยท1y ago
๐ŸŒŸ Welcome to our latest tutorial on Ollama Tool Calling! ๐ŸŒŸ In this video, weโ€™ll dive deep into using the Ollama tool to enhance your applications with function calling. Follow along as we create a weather application that can fetch real-time data and integrate it seamlessly with a large language model (LLM). Ollama Tool Call: EASILY Add AI to ANY Application, Here is how. Ollama Function Calling. What Youโ€™ll Learn: โ€ข Basics of Ollama Tool Calling: Understand how function calling works. โ€ข Creating a Weather App: Step-by-step guide to building and integrating the app. โ€ข Integrating LLMs: Connect your app to large language models for real-time responses. โ€ข Practical Examples: See how tool calling enhances AI capabilities. Why Watch? โ€ข Empower Your Projects: Learn to use powerful tools for better AI integration. โ€ข Hands-On Learning: Detailed steps and code snippets provided. โ€ข Expand Your Skills: Perfect for developers looking to enhance their toolset. By the end of this video, youโ€™ll have a functional weather app integrated with Olamaโ€™s tool calling, ready to fetch and display real-time weather data. Letโ€™s get started! ๐Ÿš€ ๐Ÿ”— Links: Patreon: https://patreon.com/MervinPraison Ko-fi: https://ko-fi.com/mervinpraison Discord: https://discord.gg/nNZu5gGT59 Twitter / X : https://twitter.com/mervinpraison GPU for 50% of it's cost: https://bit.ly/mervin-praison Coupon: MervinPraison (50% Discount) Code: https://mer.vin/2024/07/ollama-tool-call-example/ ๐Ÿ’ก Subscribe and hit the bell icon to stay updated with the latest in AI and development tutorials! Timestamps: 0:00 - Introduction 0:18 - Why Tool Calling is Important 1:12 - Creating a Weather Application 2:07 - Installing and Setting Up Ollama 3:00 - Coding the Get Weather Function 3:45 - Integrating Function Calling with Ollama 5:54 - Running and Testing the Application ๐Ÿ“ข Donโ€™t forget to like, share, and subscribe for more tutorials and AI updates!
Watch on YouTube โ†— (saves to browser)
Sign in to unlock AI tutor explanation ยท โšก30

Playlist

Uploads from Mervin Praison ยท Mervin Praison ยท 0 of 60

โ† Previous Next โ†’
1 Build GCP Infra using Pulumi in YAML format
Build GCP Infra using Pulumi in YAML format
Mervin Praison
2 How to Convert a Pulumi YAML File to Python Format
How to Convert a Pulumi YAML File to Python Format
Mervin Praison
3 Speed Up AWS EKS: A Complete Guide to Performance Tuning & Debugging!
Speed Up AWS EKS: A Complete Guide to Performance Tuning & Debugging!
Mervin Praison
4 Learn GCP GKE to AWS EKS Migration in Just 5 Minutes: Quick Guide
Learn GCP GKE to AWS EKS Migration in Just 5 Minutes: Quick Guide
Mervin Praison
5 AWS & Kubernetes: The Definitive Guide to Data Persistence with PV and PVC
AWS & Kubernetes: The Definitive Guide to Data Persistence with PV and PVC
Mervin Praison
6 ChatGPT Voice Conversation RELEASED! It's AMAZING!! (Demo)
ChatGPT Voice Conversation RELEASED! It's AMAZING!! (Demo)
Mervin Praison
7 How to Install Mistral 7B in Minutes: Quick & Easy Guide! โœ…
How to Install Mistral 7B in Minutes: Quick & Easy Guide! โœ…
Mervin Praison
8 Code Llama Install Locally: ๐Ÿ๐Ÿ’ป Elevate Your Python Skills!
Code Llama Install Locally: ๐Ÿ๐Ÿ’ป Elevate Your Python Skills!
Mervin Praison
9 Orca Mini: Your Ultimate Guide to Install and Test on Mac & Linux ๐Ÿ’ป
Orca Mini: Your Ultimate Guide to Install and Test on Mac & Linux ๐Ÿ’ป
Mervin Praison
10 Quick & Easy Vicuna Setup on Mac and Linux ๐Ÿ’ป
Quick & Easy Vicuna Setup on Mac and Linux ๐Ÿ’ป
Mervin Praison
11 Quick Guide: Llama2 Local Installation and ChatGPT with pip! Python๐Ÿ› ๏ธ
Quick Guide: Llama2 Local Installation and ChatGPT with pip! Python๐Ÿ› ๏ธ
Mervin Praison
12 Query PDFs Like a Pro with Local GPT: Full Setup Guide! ๐Ÿ“œ
Query PDFs Like a Pro with Local GPT: Full Setup Guide! ๐Ÿ“œ
Mervin Praison
13 LM Studio: EASIEST way to Run Large Language Models Locally!
LM Studio: EASIEST way to Run Large Language Models Locally!
Mervin Praison
14 AMAZING ChatGPT Vision is OUT! ๐Ÿคฏ 14+ Examples (Step-by-Step) FULL Tutorial
AMAZING ChatGPT Vision is OUT! ๐Ÿคฏ 14+ Examples (Step-by-Step) FULL Tutorial
Mervin Praison
15 Unbelievable! Build ANY App Instantly with Smol AI! ๐Ÿ˜ฒ๐Ÿ”ฅ
Unbelievable! Build ANY App Instantly with Smol AI! ๐Ÿ˜ฒ๐Ÿ”ฅ
Mervin Praison
16 Amazing! AutoGen Made Easy: A Step-by-Step Beginners Guide ๐Ÿ“š
Amazing! AutoGen Made Easy: A Step-by-Step Beginners Guide ๐Ÿ“š
Mervin Praison
17 How to Set Up LoLLMS and Run LLMs Locally! ๐Ÿš€ Step-by-Step Tutorial
How to Set Up LoLLMS and Run LLMs Locally! ๐Ÿš€ Step-by-Step Tutorial
Mervin Praison
18 GPT4All: INSANE Way to Run Large Language Models Locally! ๐Ÿ˜ฒ Step-By-Step Tutorial
GPT4All: INSANE Way to Run Large Language Models Locally! ๐Ÿ˜ฒ Step-By-Step Tutorial
Mervin Praison
19 Incredible AI-Powered NPCs in Unity Game Engine: Step by Step Tutorial!๐Ÿคฏ
Incredible AI-Powered NPCs in Unity Game Engine: Step by Step Tutorial!๐Ÿคฏ
Mervin Praison
20 MemGPT ๐Ÿง  LLM as Operating System. It's INSANE! Step-by-Step Tutorial ๐Ÿคฏ
MemGPT ๐Ÿง  LLM as Operating System. It's INSANE! Step-by-Step Tutorial ๐Ÿคฏ
Mervin Praison
21 Text Generation Web UI: MIND-BLOWING Way to Run LLM Locally! ๐Ÿคฏ
Text Generation Web UI: MIND-BLOWING Way to Run LLM Locally! ๐Ÿคฏ
Mervin Praison
22 Unlock the INSANE Power of OpenAI GPT-4 with C#/.NET! ๐Ÿ˜ฒ
Unlock the INSANE Power of OpenAI GPT-4 with C#/.NET! ๐Ÿ˜ฒ
Mervin Praison
23 Integrate Langchain and Ollama for Local AI Power ๐Ÿคฏ Indeed POWERFUL!
Integrate Langchain and Ollama for Local AI Power ๐Ÿคฏ Indeed POWERFUL!
Mervin Praison
24 ChatDev: INSANE Virtual AI Agents! Future of Software Development ๐Ÿ˜ฒ
ChatDev: INSANE Virtual AI Agents! Future of Software Development ๐Ÿ˜ฒ
Mervin Praison
25 Query PDFs Using Mistral: Unlock INSANE Power! ๐Ÿคฏ
Query PDFs Using Mistral: Unlock INSANE Power! ๐Ÿคฏ
Mervin Praison
26 AutoGen + Open-Source LLMs: UNBELIEVABLE! Step-by-Step Tutorial You Can't Miss! ๐Ÿคฏ
AutoGen + Open-Source LLMs: UNBELIEVABLE! Step-by-Step Tutorial You Can't Miss! ๐Ÿคฏ
Mervin Praison
27 AutoGen + Text Generation WebUI: Unbelievable 100% Local Private Setup ๐Ÿคฏ
AutoGen + Text Generation WebUI: Unbelievable 100% Local Private Setup ๐Ÿคฏ
Mervin Praison
28 MemGPT: Amazing! External Context for LLM #ai #llm #memgpt  #generativeai #mem #gpt #openai #chatgpt
MemGPT: Amazing! External Context for LLM #ai #llm #memgpt #generativeai #mem #gpt #openai #chatgpt
Mervin Praison
29 GeniA: Kubernetes + AI for MIND-BLOWING Operational Efficiency! ๐Ÿคฏ FULL Tutorial
GeniA: Kubernetes + AI for MIND-BLOWING Operational Efficiency! ๐Ÿคฏ FULL Tutorial
Mervin Praison
30 VertexAI Meets LangChain for Mind-Blowing AI Conversations! ๐Ÿ˜ฒ Step by Step Tutorial
VertexAI Meets LangChain for Mind-Blowing AI Conversations! ๐Ÿ˜ฒ Step by Step Tutorial
Mervin Praison
31 Simplified ChatGPT API Setup on Node.js for Newbies! ๐Ÿ˜ Step by Step Tutorial
Simplified ChatGPT API Setup on Node.js for Newbies! ๐Ÿ˜ Step by Step Tutorial
Mervin Praison
32 Autogen: Ollama integration ๐Ÿคฏ Step by Step Tutorial. Mind-blowing!
Autogen: Ollama integration ๐Ÿคฏ Step by Step Tutorial. Mind-blowing!
Mervin Praison
33 LiteLLM: One-Function Call to ANY Large Language Model! ๐Ÿคฏ UNBELIEVABLE!
LiteLLM: One-Function Call to ANY Large Language Model! ๐Ÿคฏ UNBELIEVABLE!
Mervin Praison
34 ChatGPT Chatbot in Less Time Than You Think! ๐Ÿš€๐Ÿ˜Ž Step-by-Step Tutorial
ChatGPT Chatbot in Less Time Than You Think! ๐Ÿš€๐Ÿ˜Ž Step-by-Step Tutorial
Mervin Praison
35 LiteLLM Chatbot: Build Your Own in MINUTES! INSANE! ๐Ÿค–๐Ÿ”ฅ
LiteLLM Chatbot: Build Your Own in MINUTES! INSANE! ๐Ÿค–๐Ÿ”ฅ
Mervin Praison
36 Create Chatbot: Turn ANY Open-Source LLM into a Conversation Pro! ๐Ÿค–
Create Chatbot: Turn ANY Open-Source LLM into a Conversation Pro! ๐Ÿค–
Mervin Praison
37 Create Chatbot: Ollama Integration Made UNBELIEVABLY Easy! ๐ŸŽ‰
Create Chatbot: Ollama Integration Made UNBELIEVABLY Easy! ๐ŸŽ‰
Mervin Praison
38 LlamaIndex + ChatGPT: Ingest Data and Experience UNBELIEVABLE Query Results! ๐ŸŒŸ
LlamaIndex + ChatGPT: Ingest Data and Experience UNBELIEVABLE Query Results! ๐ŸŒŸ
Mervin Praison
39 INSANE! OpenAgents: Automated Data Analysis with Kaggle ๐Ÿคฏ
INSANE! OpenAgents: Automated Data Analysis with Kaggle ๐Ÿคฏ
Mervin Praison
40 React.js LLM Agent for Next-Gen Coding using ChatGPT ๐Ÿš€ Mind-Blowing ๐Ÿคฏ
React.js LLM Agent for Next-Gen Coding using ChatGPT ๐Ÿš€ Mind-Blowing ๐Ÿคฏ
Mervin Praison
41 MemGPT + Any LLM ๐Ÿš€ 100% Local & Private Integration Unveiled! Unlimited Memory
MemGPT + Any LLM ๐Ÿš€ 100% Local & Private Integration Unveiled! Unlimited Memory
Mervin Praison
42 MemGPT  + AutoGen ๐Ÿง ๐Ÿค– Unlimited Memory & Autonomous AI Agents! INSANE๐Ÿคฏ
MemGPT + AutoGen ๐Ÿง ๐Ÿค– Unlimited Memory & Autonomous AI Agents! INSANE๐Ÿคฏ
Mervin Praison
43 AutoGen + Google's Palm LLM & More! Revolutionary AI Integration ๐Ÿš€
AutoGen + Google's Palm LLM & More! Revolutionary AI Integration ๐Ÿš€
Mervin Praison
44 MemGPT & LM Studio Integration Revealed! ๐Ÿ”ฅ Next-Level AI
MemGPT & LM Studio Integration Revealed! ๐Ÿ”ฅ Next-Level AI
Mervin Praison
45 ๐Ÿš€ AutoLLM: Unlock the Power of 100+ Language Models! Step-by-Step Tutorial
๐Ÿš€ AutoLLM: Unlock the Power of 100+ Language Models! Step-by-Step Tutorial
Mervin Praison
46 AutoLLM & Gradio Integration You Won't Believe! ๐Ÿคฏ Mind-Blowing
AutoLLM & Gradio Integration You Won't Believe! ๐Ÿคฏ Mind-Blowing
Mervin Praison
47 AutoLLM & FastAPI Tutorial: Query 100+ Language Models! ๐Ÿ˜ฑ
AutoLLM & FastAPI Tutorial: Query 100+ Language Models! ๐Ÿ˜ฑ
Mervin Praison
48 Quivr: LLM's Second Brain - Transforming Data Management & Advanced Query with AI! ๐Ÿคฏ
Quivr: LLM's Second Brain - Transforming Data Management & Advanced Query with AI! ๐Ÿคฏ
Mervin Praison
49 AutoGen & MemGPT with Local LLM: A Complete Setup Tutorial! ๐Ÿง  AMAZING ๐Ÿคฏ
AutoGen & MemGPT with Local LLM: A Complete Setup Tutorial! ๐Ÿง  AMAZING ๐Ÿคฏ
Mervin Praison
50 LocalAI: Free, Open Source OpenAI Alternative ๐Ÿš€ INSANE ๐Ÿคฏ Step-by-Step Tutorial
LocalAI: Free, Open Source OpenAI Alternative ๐Ÿš€ INSANE ๐Ÿคฏ Step-by-Step Tutorial
Mervin Praison
51 Yarn Mistral 7B 128k LARGE context window, Small size ๐Ÿคฏ INSANE ๐Ÿš€ Setup Tutorial!
Yarn Mistral 7B 128k LARGE context window, Small size ๐Ÿคฏ INSANE ๐Ÿš€ Setup Tutorial!
Mervin Praison
52 Zephyr-7B: The Small and Mighty LLM ๐Ÿคฏ Step by Step Tutorial! ๐Ÿ“˜
Zephyr-7B: The Small and Mighty LLM ๐Ÿคฏ Step by Step Tutorial! ๐Ÿ“˜
Mervin Praison
53 Promptfoo: How to Test Your LLM ? ๐Ÿš€  VERY EASY!
Promptfoo: How to Test Your LLM ? ๐Ÿš€ VERY EASY!
Mervin Praison
54 Pydantic: How to Validate LLM Responses? ๐Ÿš€ Quality Response. VERY EASY!!!!
Pydantic: How to Validate LLM Responses? ๐Ÿš€ Quality Response. VERY EASY!!!!
Mervin Praison
55 Pydantic: FORCE Your AI to Respond Back in UPPERCASE! ๐Ÿคฏ Step-by-Step Tutorial ๐Ÿ”ฅ
Pydantic: FORCE Your AI to Respond Back in UPPERCASE! ๐Ÿคฏ Step-by-Step Tutorial ๐Ÿ”ฅ
Mervin Praison
56 Pydantic: How to use LLM to convert unstructured data to structured data?
Pydantic: How to use LLM to convert unstructured data to structured data?
Mervin Praison
57 AutoGen Function Calling: INSANE ๐Ÿš€ Custom Integrations! Step-by-Step Tutorial ๐Ÿคฏ
AutoGen Function Calling: INSANE ๐Ÿš€ Custom Integrations! Step-by-Step Tutorial ๐Ÿคฏ
Mervin Praison
58 OpenAI Assistants API + Python ๐Ÿค– How to get started? (FULL Tutorial) ๐Ÿคฏ INSANE
OpenAI Assistants API + Python ๐Ÿค– How to get started? (FULL Tutorial) ๐Ÿคฏ INSANE
Mervin Praison
59 GPT-4 Vision API ๐Ÿคฏ INSANE Video Recognition Powers! Step-by-Step Tutorial ๐Ÿš€
GPT-4 Vision API ๐Ÿคฏ INSANE Video Recognition Powers! Step-by-Step Tutorial ๐Ÿš€
Mervin Praison
60 GPT-4 Vision API ๐Ÿš€ The Future of Image Recognition! ๐Ÿคฏ Step-by-Step Tutorial
GPT-4 Vision API ๐Ÿš€ The Future of Image Recognition! ๐Ÿคฏ Step-by-Step Tutorial
Mervin Praison

Related AI Lessons

โšก
Anthropicโ€™s Mythos has just started a new arms race
Anthropic's Mythos model sparks a new arms race in AI, learn how to stay ahead
Medium ยท AI
โšก
I Extended an Open-Source Text-to-SQL System
Learn how to extend an open-source text-to-SQL system using Python and gain hands-on experience with natural language processing and database querying
Medium ยท Python
โšก
The CIA Built AI Avatars of World Leaders. That Validates Our Category.
The CIA has created AI avatars of world leaders using LLMs, validating the potential of AI in simulating human behavior
Medium ยท AI
โšก
The CIA Built AI Avatars of World Leaders. That Validates Our Category.
The CIA has developed AI avatars of world leaders to forecast their responses to crises, validating the potential of AI-powered avatars in analytics and decision-making
Medium ยท Startup

Chapters (7)

Introduction
0:18 Why Tool Calling is Important
1:12 Creating a Weather Application
2:07 Installing and Setting Up Ollama
3:00 Coding the Get Weather Function
3:45 Integrating Function Calling with Ollama
5:54 Running and Testing the Application
Up next
5 Levels of AI Agents - From Simple LLM Calls to Multi-Agent Systems
Dave Ebbelaar (LLM Eng)
Watch โ†’