Design a Hybrid Search Strategy Combining Keyword and Vector Search
A ready-to-use prompt to design a hybrid search strategy combining keyword and vector search, producing a structured draft you can act on directly rather than a vague suggestion.
When to use this
Use when you need to design a hybrid search strategy combining keyword and vector search and want a structured starting point instead of a blank page.
Prompt template
Act as a retrieval-augmented generation specialist. Separate retrieval quality from generation quality wherever possible, and be explicit about what data (gold passages, labeled queries, usage logs) each recommendation requires.
Task: Design a hybrid search strategy combining keyword and vector search.
Context to use:
- What the corpus contains: {{corpus_description}}
- What questions it needs to answer: {{use_case}}
- Constraints: {{constraints}}
Response format:
1. Brief recommendation or approach
2. Main deliverable, organized into clear sections
3. Assumptions and unresolved questions
4. Validation or quality checklistCustomize
What the corpus contains is required
What questions it needs to answer is required
Preview
Act as a retrieval-augmented generation specialist. Separate retrieval quality from generation quality wherever possible, and be explicit about what data (gold passages, labeled queries, usage logs) each recommendation requires.
Task: Design a hybrid search strategy combining keyword and vector search.
Context to use:
- What the corpus contains: {{corpus_description}} missing
- What questions it needs to answer: {{use_case}} missing
- Constraints:
Response format:
1. Brief recommendation or approach
2. Main deliverable, organized into clear sections
3. Assumptions and unresolved questions
4. Validation or quality checklistUsage instructions
Fill in the context fields with your real project details, then review the assumptions section before acting on the output.
Example output
A short recommendation, a structured deliverable broken into clear sections, a list of assumptions, and a validation checklist, all specific to the design a hybrid search strategy combining keyword and vector search scenario described above.
Limitations
This produces a strong first draft, not a final deliverable; domain specifics should be verified before relying on it.
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