fleet-memory/hindsight-api/hindsight_api/engine
Nicolò Boschi 90e370ef35
fix: misc fixes for observations and mental models (#209)
* fix: misc fixes for observations and mental models

* feat: improve graph retrieval for observations

- Update LinkExpansionRetriever to traverse through source_memory_ids
  for observation entity connections (avoiding data duplication)
- Remove entity link copy from world facts to observations in consolidator
- Add tests for link expansion graph retrieval
- Add directives_applied field to ReflectResult
- Include user's other changes (CLI, docs, client updates)

* fix: CI test failures

- Add mental_model_id parameter to create_mental_model function
- Fix ToolCallTrace not including reason field from ToolCall
- Improve test_link_expansion_observation_graph_retrieval to wait for consolidation with retry

* chore: reduce link expansion log verbosity

* Revert "chore: reduce link expansion log verbosity"

This reverts commit 3ce759391cead1012157785fa78fef16ef9bfe3b.

* feat: add semantic/temporal/entity links as fallback in graph retrieval

- Add fallback query for semantic, temporal, and entity links from memory_links
- Check both directions (outgoing and incoming links)
- Weight fallback results at 0.5x to prioritize entity links via unit_entities
- Fixes graph retrieval returning 0 when data has cross-cluster temporal connections

* fix: enable observations fixture for link expansion test

- Add enable_observations fixture to ensure observations are created
- Increase wait time from 10 to 30 seconds for CI reliability
2026-01-27 15:37:57 +01:00
..
consolidation fix: misc fixes for observations and mental models (#209) 2026-01-27 15:37:57 +01:00
directives feat: revisit mental models, directives and reflections (#179) 2026-01-22 17:13:16 +01:00
mental_models feat: revisit mental models, directives and reflections (#179) 2026-01-22 17:13:16 +01:00
reflect fix: misc fixes for observations and mental models (#209) 2026-01-27 15:37:57 +01:00
retain feat: revisit mental models, directives and reflections (#179) 2026-01-22 17:13:16 +01:00
search fix: misc fixes for observations and mental models (#209) 2026-01-27 15:37:57 +01:00
__init__.py feat: extensions (#54) 2025-12-22 11:05:23 +01:00
cross_encoder.py fix: simplify pytorch model initialization to prevent meta tensor issues (#185) 2026-01-22 16:25:28 +01:00
db_budget.py fix: batch queries on recall (#149) 2026-01-13 13:20:22 +01:00
db_utils.py misc: performance improvements (#140) 2026-01-09 14:47:20 +01:00
embeddings.py fix: simplify pytorch model initialization to prevent meta tensor issues (#185) 2026-01-22 16:25:28 +01:00
entity_resolver.py fix: misc perf improvements (#133) 2026-01-08 22:49:04 +01:00
interface.py feat: introduce mental models (#132) 2026-01-16 11:16:41 +01:00
llm_wrapper.py fix: improve mental model consolidation (#197) 2026-01-26 09:54:25 +01:00
memory_engine.py fix: misc fixes for observations and mental models (#209) 2026-01-27 15:37:57 +01:00
query_analyzer.py fix: improve mpfp retrieval (#146) 2026-01-12 18:58:05 +01:00
response_models.py fix: misc fixes for observations and mental models (#209) 2026-01-27 15:37:57 +01:00
task_backend.py fix: multi-tenant schema context for worker task execution (#208) 2026-01-27 12:28:47 +01:00
utils.py chore: drop dead code (#210) 2026-01-27 15:03:25 +01:00