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Build LlamaIndex Clearing RAG Agent

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Linked challenge: Build a Clearinghouse Real-Time Risk Exposure RAG Engine with LlamaIndex

Format
Code-aware
Lines
6
Sections
2
Linked challenge
Build a Clearinghouse Real-Time Risk Exposure RAG Engine with LlamaIndex

Prompt source

Original prompt text with formatting preserved for inspection.

6 lines
2 sections
No variables
0 checklist items
from llamaindex.core import VectorStoreIndex, SimpleDirectoryReader
from llamaindex.core.tools import QueryEngineTool, ToolMetadata
from llamaindex.core.agent import ReActAgent

# Load clearinghouse rulebook PDF documents
# Build VectorStoreIndex and wrap in QueryEngineTool
# Initialize ReActAgent for real-time risk assessment

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.