·AI & ChatGPT
Module 9 Lesson 1: Using ChatGPT via API
Move beyond the chat box. Learn the fundamentals of the OpenAI API, model selection, and how to build your own AI-powered apps.
development
17 articles
·AI Security
Module 15 Lesson 4: Custom Guardrail Dev
Building the shield yourself. Learn how to write custom Python-based guardrails to enforce your organization's unique security and business policies.
·DevOps
Module 8 Lesson 1: Consistent Dev Environments
End the 'Onboarding' nightmare. Learn how to use Docker to ensure every developer on your team has the exact same versions of Node, Python, and Databases from Day 1.
·DevOps
Module 8 Lesson 2: Docker Compose for Dev
Master the local dev stack. Learn how to use Docker Compose to manage dependencies like databases and caches alongside your application code.
·AI & LLMs
Module 11 Lesson 5: Loading Adapters in Ollama
The final connection. Using the ADAPTER command in a Modelfile to bring your training to life.
·AI & LLMs
Module 2 Lesson 6: Ollama Server and API Overview
Going beyond the terminal. Understanding the Ollama REST API and how to talk to your models via HTTP.
·AI & LLMs
Module 3 Lesson 6: Streaming Responses
Words as they happen. Why streaming is the secret to a fast-feeling AI application.
·AI & LLMs
Module 5 Lesson 1: What a Modelfile Is
The blueprint of a model. Understanding how to configure your AI using simple text files.
·AI & LLMs
Module 5 Lesson 2: Modelfile Syntax
Mastering the commands. A deep dive into FROM, SYSTEM, PARAMETER, and ADAPTER.
·AI & LLMs
Module 5 Lesson 3: System Prompts
The power of instruction. How to write effective system prompts that transform your model's personality.
·AI & LLMs
Module 8 Lesson 1: Ollama REST API
The universal bridge. How to talk to Ollama from any programming language using HTTP requests.
·AI & LLMs
Module 8 Lesson 2: Streaming API Responses
Words as they happen. How to handle NDJSON streams in your application for a professional AI feel.
·AI & LLMs
Module 8 Lesson 3: Python Integration
The AI Engineer's standard. Using the official Ollama Python library to build smart scripts.
·AI & LLMs
Module 8 Lesson 4: JavaScript Integration
AI in the browser and the server. Building with the Ollama JavaScript library.
·AI & LLMs
Module 8 Lesson 5: LangChain Integration
Building complex AI workflows. connecting Ollama to the world's most popular AI orchestration framework.
·AI & LLMs
Module 8 Lesson 6: Local Tool Calling
Giving the AI hands. How to let local models run functions, check the weather, or query a database.
·AI & LLMs
Module 9 Lesson 4: JSON and Structured Output
AI that speaks code. How to force Ollama to output valid JSON every single time.