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Build LangChain Metaflow Pipeline

Inspect the original prompt language first, then copy or adapt it once you know how it fits your workflow.

Linked challenge: Build an ONDC Grocery Triage Workflow with LangChain and Metaflow

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Linked challenge
Build an ONDC Grocery Triage Workflow with LangChain and Metaflow

Prompt source

Original prompt text with formatting preserved for inspection.

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Import `from langchain.agents import create_openai_tools_agent` and `from metaflow import FlowSpec, step`. Build a Metaflow flow named `ONDCInventoryFlow` that ingests incoming ONDC grocery search streams, evaluates inventory levels with a LangChain tool-calling agent, and outputs structured fulfillment recommendations.

Adaptation plan

Keep the source stable, then change the prompt in a predictable order so the next run is easier to evaluate.

Keep stable

Hold the task contract and output shape stable so generated implementations remain comparable.

Tune next

Update libraries, interfaces, and environment assumptions to match the stack you actually run.

Verify after

Test failure handling, edge cases, and any code paths that depend on hidden context or secrets.