feat(memory): add search score explanations (#5102)
Co-authored-by: kartik-mem0 <kartik.labhshetwar@mem0.ai>
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kartik-mem0
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@@ -156,6 +156,33 @@ const memories = memory.search("food preferences", {
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On Mem0 Platform v3, time-aware queries use Temporal Reasoning internally while preserving the normal search response shape. See <Link href="/platform/features/temporal-reasoning">Temporal Reasoning</Link>.
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</Note>
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### Explain OSS search scores
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OSS search combines semantic similarity with optional keyword and entity signals. Pass `explain=True` when tuning retrieval quality or debugging why a memory ranked where it did:
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<CodeGroup>
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```python Python
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results = m.search(
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"food preferences",
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filters={"user_id": "alice"},
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explain=True,
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)
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print(results["results"][0]["score_details"])
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```
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```javascript JavaScript
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const results = await memory.search("food preferences", {
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filters: { user_id: "alice" },
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explain: true,
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});
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console.log(results.results[0].score_details);
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```
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</CodeGroup>
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Each result includes `score_details` with the semantic score, normalized BM25 score, entity boost, raw combined score, maximum possible score, final score, and threshold used for filtering. The field is omitted unless `explain` is enabled, so existing response shapes stay unchanged.
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## Filter patterns
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Filters help narrow down search results. Common use cases:
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@@ -226,6 +226,20 @@ curl -X POST http://localhost:8888/search \
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}'
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```
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Set `explain` to inspect the scoring signals used by OSS hybrid search:
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```bash
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curl -X POST http://localhost:8888/search \
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-H "Content-Type: application/json" \
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-d '{
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"query": "vegetable pizza",
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"user_id": "alice",
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"explain": true
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}'
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```
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Each returned memory includes `score_details` only when explanation mode is enabled.
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### Explore with OpenAPI docs
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1. Navigate to `http://localhost:8888/docs` (Compose) or `http://localhost:8000/docs` (raw Docker / uvicorn).
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