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LlamaIndex Setup & Retrieval
Inspect the original prompt language first, then copy or adapt it once you know how it fits your workflow.
Linked challenge: LlamaIndex Fraud Auditing RAG for Windstorm Claims
Format
Code-aware
Lines
5
Sections
2
Linked challenge
LlamaIndex Fraud Auditing RAG for Windstorm Claims
Prompt source
Original prompt text with formatting preserved for inspection.
5 lines
2 sections
No variables
0 checklist items
import llamaindex from llama_index.core import VectorStoreIndex, SimpleDirectoryReader from llama_index.llms.anthropic import Anthropic llm = Anthropic(model='claude-4-opus') # Build document ingestion pipeline for hurricane damage notes
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.