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Build LlamaIndex Indexer

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Linked challenge: Build a LlamaIndex Oil Pricing Advisor with Voiceflow Interface for ADNOC Benchmark Shift

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Linked challenge
Build a LlamaIndex Oil Pricing Advisor with Voiceflow Interface for ADNOC Benchmark Shift

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Write a Python script using LlamaIndex to load and index a directory of documents. Use the `SimpleDirectoryReader` and `VectorStoreIndex`. Configure the system to return citations by using the `CitationQueryEngine`.

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.