fleet-memory/hindsight-api-slim/hindsight_api/engine
Abdulkadirklc 26794aab09
feat(recall): add proof_count boost to combined scoring (#821)
* feat(recall): add proof_count boost to combined scoring

Observations with more supporting evidence now rank slightly higher
in recall results. proof_count is threaded through the retrieval
pipeline and applied as a multiplicative boost in reranking:

- types.py: add proof_count field to RetrievalResult
- retrieval.py: include proof_count in SELECT columns
- reranking.py: add log1p-normalized proof_count boost (alpha=0.1)

The boost uses the same multiplicative pattern as recency and temporal
signals. proof_count=1 is neutral, proof_count=50 gives ~+5% boost.
Non-observation fact types are unaffected (neutral 0.5).

* fix(retrieval): Apply proof_count boost to graph and temporal retrieval, normalize scaling

* fix(retrieval): correct proof_norm math to zero-center at count 1

* fix(retrieval): Apply proof_count boost to link_expansion retrieval

* fix: remove BFS zombie, clamp proof_norm to [0,1], fix test comment (log1p->math.log)
2026-04-07 09:32:44 +02:00
..
consolidation fix(consolidation): improve observation quality with structured processing rules (#814) 2026-04-01 12:44:52 +02:00
directives feat: introduce hindsight-api-slim and hindsight-all-slim packages (#560) 2026-03-13 13:50:03 +01:00
parsers feat: introduce hindsight-api-slim and hindsight-all-slim packages (#560) 2026-03-13 13:50:03 +01:00
providers fix: use max_tokens for OpenAI-compatible endpoints with custom base URL (#858) 2026-04-07 09:13:08 +02:00
reflect feat(reflect): make source facts in search_observations configurable (#688) 2026-03-25 17:54:49 +01:00
retain Fix AttributeError when event_date is None in fact_extraction (#875) 2026-04-07 09:22:07 +02:00
search feat(recall): add proof_count boost to combined scoring (#821) 2026-04-07 09:32:44 +02:00
storage feat: introduce hindsight-api-slim and hindsight-all-slim packages (#560) 2026-03-13 13:50:03 +01:00
__init__.py feat: introduce hindsight-api-slim and hindsight-all-slim packages (#560) 2026-03-13 13:50:03 +01:00
audit.py feat: add audit log for feature usage tracking (#717) 2026-03-27 09:52:03 +01:00
cross_encoder.py feat(google): add support for google embeddings and reranker (#863) 2026-04-07 09:15:31 +02:00
db_budget.py feat: introduce hindsight-api-slim and hindsight-all-slim packages (#560) 2026-03-13 13:50:03 +01:00
db_utils.py feat: introduce hindsight-api-slim and hindsight-all-slim packages (#560) 2026-03-13 13:50:03 +01:00
embeddings.py feat(google): add support for google embeddings and reranker (#863) 2026-04-07 09:15:31 +02:00
entity_resolver.py perf: 3-phase retain pipeline — fix deadlocks, cap temporal links, query-time entity expansion (#722) 2026-04-01 12:52:49 +02:00
interface.py fix(api): clear memories endpoint no longer deletes the bank profile (#837) 2026-04-01 18:34:39 +02:00
jina_mlx_reranker.py feat: introduce hindsight-api-slim and hindsight-all-slim packages (#560) 2026-03-13 13:50:03 +01:00
llm_interface.py feat: introduce hindsight-api-slim and hindsight-all-slim packages (#560) 2026-03-13 13:50:03 +01:00
llm_wrapper.py refactor: replace LLMProvider classmethods with from_env() and document missing config fields (#816) 2026-03-31 18:00:41 +02:00
memory_engine.py fix(ci): resolve all CI failures (#847) 2026-04-02 17:17:42 +02:00
operation_metadata.py feat: introduce hindsight-api-slim and hindsight-all-slim packages (#560) 2026-03-13 13:50:03 +01:00
query_analyzer.py fix(query_analyzer): handle dateparser internal crashes gracefully (#893) 2026-04-07 09:26:27 +02:00
response_models.py fix(retain): preserve normalized experience fact types (#848) 2026-04-02 12:20:37 +02:00
task_backend.py fix(ci): resolve all CI failures (#847) 2026-04-02 17:17:42 +02:00
utils.py feat: introduce hindsight-api-slim and hindsight-all-slim packages (#560) 2026-03-13 13:50:03 +01:00