Commit graph

10 commits

Author SHA1 Message Date
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
Nicolò Boschi
5b52a84fff
chore: internal renames (#204)
This commit renames the terminology across the entire codebase:
- "mental models" (fact_type='mental_model' in memory_units) → "observations"
- "reflections" table (stored reflect responses) → "mental_models"

Changes include:
- Database migration to rename tables, indexes, and constraints
- API endpoints: /reflections → /mental-models, /mental-models → /observations
- Config: ENABLE_MENTAL_MODELS → ENABLE_OBSERVATIONS
- Response models and Pydantic classes
- Reflect agent tools and prompts
- Control plane UI and routes
- Documentation and examples
- Regenerated OpenAPI spec and client SDKs (Python, TypeScript)
- Rust CLI: reflection commands → mental-model commands
- LiteLLM: updated fact_types documentation
2026-01-27 09:53:28 +01:00
Nicolò Boschi
522b71aab8
doc: mental models (#199)
* doc: mental models

* doc: mental models
2026-01-26 14:27:08 +01:00
Nicolò Boschi
99db7b26c3 fix docs on clients 2025-12-11 14:23:56 +01:00
Nicolò Boschi
f42476bf94
fix: make sure openai provider works + docs updates (#23)
* fix: make sure openai provider works

* fix: make sure openai provider works

* fix
2025-12-10 16:10:10 +01:00
Nicolò Boschi
06b956a553 new names 2025-12-04 21:34:05 +01:00
Nicolò Boschi
425c6f3fc9 rename bank facts to interactions 2025-12-04 17:15:12 +01:00
Nicolò Boschi
b83fd3a5c3 improve docker and mcp 2025-12-04 15:38:55 +01:00
Nicolò Boschi
d099ef870d rename to new names 2025-11-27 16:22:16 +01:00
Nicolò Boschi
b1ff2e8823
rename to hindsight (#2) 2025-11-25 19:28:26 +01:00
Renamed from memora-docs/docs/sdks/python.md (Browse further)