YouTube tutorials
James Briggs AI tutorials
Beginner to intermediate
Use this when you want James Briggs's material for vector search and related AI skills.
AI educator
James Briggs AI tutorials
Useful practical explanations of embeddings, retrieval, LangChain, Pinecone, and agent workflows.
Start with: Start with embeddings and vector search videos before full RAG systems.
YouTube tutorials
Beginner to intermediate
Use this when you want James Briggs's material for vector search and related AI skills.
Developers learning vector search and RAG should start here when they need vector search, rag, agents, and embeddings. The strongest fit is a learner who wants material in these formats: youtube tutorials, articles.
Start with embeddings and vector search videos before full RAG systems. After that, open one related resource below and write down the exact workflow, concept, or implementation pattern you want to apply.
Useful practical explanations of embeddings, retrieval, LangChain, Pinecone, and agent workflows. Use this profile when you are comparing educators by topic, level, format, and practical usefulness rather than browsing random AI content.
Compare the skill coverage, the starting recommendation, the educator's own resources, and any videos when available. If you need vector search, search the directory for that skill and shortlist three profiles before committing to a course, book, or playlist.
| Resource | Kind | Level | Use when |
|---|---|---|---|
|
OpenAI Cookbook
OpenAI
|
GitHub repo | Beginner to advanced | You need implementation examples rather than theory. |
|
Microsoft AI Agents for Beginners
Microsoft
|
GitHub repo | Beginner to intermediate | You want a structured agent learning path with code. |
|
Prompt Engineering Guide
DAIR.AI
|
Guide | Beginner to advanced | You want examples of prompting techniques and patterns. |
|
AI SDK v6 Crash Course
Matt Pocock
|
Workshop | Intermediate | You want a structured AI SDK v6 course that covers model choice, text and object generation, UI streams, agents, persistence, context engineering, evals, and advanced app patterns. |
|
LLM Fundamentals
Matt Pocock
|
Free tutorial | Beginner | You need clear mental models for system prompts, tokens, context windows, tools, and agents before building or using AI systems seriously. |
|
Vercel AI SDK Tutorial
Matt Pocock
|
Free tutorial | Beginner to intermediate | You want to build TypeScript LLM apps with Vercel's AI SDK, including streaming, structured outputs, model switching, embeddings, tool calls, and agents. |
|
Model Context Protocol Tutorial
Matt Pocock
|
Free tutorial | Intermediate | You want to understand MCP and build TypeScript MCP servers over stdio or HTTP, connect Claude Code to tools, use MCP prompts, and package servers for distribution. |
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A Complete Guide To AGENTS.md
Matt Pocock
|
Guide | Intermediate | You want to write project instructions that help coding agents understand commands, conventions, architecture, and working boundaries. |
|
How To Make Codebases AI Agents Love
Matt Pocock
|
Guide | Intermediate | You want to improve a codebase so AI agents can navigate it, run checks, make smaller changes, and recover from mistakes more reliably. |
|
AI Agents in LangGraph
DeepLearning.AI
|
Short course | Intermediate | You want a focused course on building stateful AI agents and agent workflows with LangGraph. |
|
Multi AI Agent Systems with crewAI
DeepLearning.AI
|
Short course | Beginner to intermediate | You want a practical introduction to role-based multi-agent systems and task orchestration. |
|
MCP: Build Rich-Context AI Apps with Anthropic
DeepLearning.AI
|
Short course | Intermediate | You want a hands-on MCP course for connecting tools, context, and Claude-powered apps. |