Prompt #108

Variables

query, topics, strategy

Tags

rag,retrieval,query,embedding

Source

research-2026-05-01

Use count

0

Created

2026-05-01T18:11:52.162090+00:00

Updated

2026-05-01T18:11:52.162090+00:00

Content

Rewrite the following user query for optimal RAG retrieval.

Original query: {{query}}
Available knowledge base topics: {{topics}}
Retrieval strategy: {{strategy}} (e.g. BM25, dense, hybrid)

Tasks:
1. Identify ambiguities and resolve them
2. Expand acronyms and domain terms
3. Generate 3 alternative phrasings (for query expansion)
4. Extract key entities and concepts for metadata filtering
5. Suggest optimal similarity threshold (0.0-1.0)
6. Final rewritten query: [single optimized query]

Explain each rewriting decision.