Back to Prompt Library
implementation
Build LlamaIndex Toxicity RAG Engine
Inspect the original prompt language first, then copy or adapt it once you know how it fits your workflow.
Linked challenge: Construct a Cell-Free DNA Toxicity Monitoring RAG with LlamaIndex
Format
Text-first
Lines
1
Sections
1
Linked challenge
Construct a Cell-Free DNA Toxicity Monitoring RAG with LlamaIndex
Prompt source
Original prompt text with formatting preserved for inspection.
1 lines
1 sections
No variables
0 checklist items
Using `llamaindex`, create a vector index over cfDNA drug toxicity literature and build a query engine that resolves target organ safety risks.
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.