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FwFramework3

Framework

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orchestrationRow 3: Deploymentintermediate3 hoursRequires: Pr, Lg

Overview

AI frameworks provide pre-built components and abstractions for building complex AI applications quickly.

What is it?

Software libraries that simplify building AI applications with reusable components.

Why it matters

Frameworks accelerate development by providing tested patterns for common AI tasks like RAG, agents, and chains.

How it works

Frameworks abstract low-level details, provide standardized interfaces for models/tools, and offer pre-built chains for common patterns.

Real-World Examples

LangChain

Most popular AI app framework

LlamaIndex

Data-centric AI framework

Semantic Kernel

Microsoft's AI orchestration

Tools & Libraries

LangChainframework

Chains, agents, RAG

LlamaIndexframework

Data connectors, indexes

Haystackframework

End-to-end NLP pipelines