Implementing RAG with LlamaIndex

implementationChallengeNovember 25, 2025

Prompt Content

Implement the 'Data Access Agent' using LlamaIndex for RAG over a simulated federal scientific report dataset. Focus on setting up effective indexing strategies (e.g., sentence window retrieval) and integrating it into your LangGraph agent's data retrieval step. Provide a sample query and the expected retrieved context.

Usage Tips

Copy the prompt and paste it into your preferred AI tool (Claude, ChatGPT, Gemini)

Customize placeholder values with your specific requirements and context

For best results, provide clear examples and test different variations