Grounding is essential for reliable agents, ensuring responses are based on actual data rather than model imagination.
Techniques
- RAG (retrieval augmentation)
- Tool use for verification
- Citation requirements
- Fact-checking pipelines
Trade-offs
- Increased latency
- Retrieval errors possible
- May limit creativity