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Research: GRAPH_COMPLETION vs INSIGHTS result comparison #77

@krapfj23

Description

@krapfj23

Summary

Compare Cognee SearchTypes to determine the best default for the search endpoint.

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Nothing — this is a starting ticket.

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Steps

  1. With test documents already ingested, run the same queries using SearchType.INSIGHTS, SearchType.GRAPH_COMPLETION, SearchType.CHUNKS, and SearchType.SUMMARIES
  2. Compare: result format, result quality, response time, token usage (GRAPH_COMPLETION uses LLM)
  3. Document which SearchType is best for which use case
  4. Recommend a default SearchType for the /documents/search endpoint

Acceptance Criteria

  • docs/searchtype-comparison.md exists with example queries and results
  • At least 4 SearchTypes compared
  • Response time and quality documented
  • Clear recommendation for default SearchType
  • PR body includes Closes #77

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ontologyOntology & knowledge graphresearchResearch spike — delivers /docs markdown

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