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Developer Tools

📖 12 lessons🔧 1 workshop🚀 1 project⏱️ ~11 hours
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📖Lessons

1
beginner📖 14 minlesson

Introduction to LLM Development Tools

Navigate the LLM development ecosystem and choose the right tools for your project

overviewecosystemframeworksgetting-started
2
beginner📖 16 minlesson

LangChain Fundamentals

Master LangChain for building powerful LLM applications with chains, prompts, and memory

langchainchainspromptslcelfundamentals
🔒
intermediate📖 18 minlessonPRO

Building with LangGraph

Create stateful agent workflows with graph-based execution and advanced control flow

langgraphagentsstate-machinesworkflows
🔒
intermediate📖 16 minlessonPRO

RAG with LlamaIndex

Build powerful retrieval-augmented generation systems with LlamaIndex

llamaindexragretrievalindexingvectorstore
🔒
intermediate📖 17 minlessonPRO

Multi-Agent Systems with CrewAI

Build collaborative AI agent teams with roles, goals, and coordinated tasks

crewaimulti-agentcollaborationorchestration
🔒
intermediate📖 15 minlessonPRO

OpenAI Agents SDK

Build production agents with OpenAI's modern Agents SDK framework

openaiagentshandoffsguardrailstracing
🔒
intermediate📖 16 minlessonPRO

Google Agent Development Kit (ADK)

Build enterprise agents with Google's code-first Agent Development Kit

googleadkagentsmultimodalvertex-ai
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intermediate📖 15 minlessonPRO

Evaluation with RAGAS

Automated RAG evaluation with specialized metrics for retrieval and generation quality

ragasevaluationragmetricstesting
🔒
intermediate📖 16 minlessonPRO

Experiment Tracking with MLflow

Track, version, and manage LLM experiments systematically

mlflowexperimentsversioningtracking
🔒
intermediate📖 17 minlessonPRO

Emerging Frameworks

Explore AutoGen, AgentCore, and other emerging LLM frameworks

autogenagentcoreframeworks
🔒
advanced📖 30 minlessonPRO

Workshop: Building a Production System

Build complete production RAG + Agent system integrating multiple frameworks

workshopproductionintegration
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intermediate📖 18 minlessonPRO

Tool Selection & Best Practices

Decision frameworks and best practices for LLM development

best-practicesselectionoptimization