AI-ENGINEERING
    intermediate

    LangChain

    AI Engineer path · lesson 78 of 124
    The idea
    A chain is a factory line: the prompt station preps the part, the model machines it, the parser inspects and boxes it, the tool ships it. Memory is the clipboard that remembers the last order.
    How to use
    Step through the chain stage by stage and watch data transform as it passes each component.
    Input{ text: "Good morning" }
    PromptTemplate
    —
    LLM
    —
    OutputParser
    —
    Tool: speak()
    —

    Key insight

    A chain is composable links with a uniform interface — prompt builds the input, the model generates, the parser structures, the tool acts. Swappable and testable. But a straight chain can’t loop or branch; for that you graduate to LangGraph.

    Build an LCEL chain

    Sequence

    Order the pieces of a retrieval chain.

    Tap a piece, then tap where it goes — or drag it. Tap the tray to take one back.

    1. 1Drop a step here
    2. 2Drop a step here
    3. 3Drop a step here
    4. 4Drop a step here
    4 pieces left to place

    Test your knowledge

    20 questions
    Question 1 of 20
    Score: 0

    What does a LangChain chain compose?

    The short version

    A chain is a factory line: the prompt station preps the part, the model machines it, the parser inspects and boxes it, the tool ships it. Memory is the clipboard that remembers the last order.

    Interview Questions

    LangChain
    Microsoft
    Google
    Anthropic
    LangChain
    LangChain
    OpenAI
    LangChain
    Microsoft

    Love this visualization?

    Sign up to track your progress, earn achievements, use the AI assistant, and access your personal learning dashboard.

    100% free • No credit card required