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7 commits

Author SHA1 Message Date
Nicolò Boschi
8d731f2e5f
feat: implement hierarchical configuration (system, tenant, bank) (#329)
* feat: implement hierarchical configuration (system, tenant, bank)

* feat: implement hierarchical configuration (system, tenant, bank)

* docs: add instructions for hierarchical config in CLAUDE.md

* feat: add ENABLE_BANK_CONFIG_API flag (disabled by default)

- Add HINDSIGHT_API_ENABLE_BANK_CONFIG_API env var (default: false)
- Return 403 Forbidden from bank config endpoints when disabled
- Update tests to enable the flag
- Update CLAUDE.md documentation

This provides security control over the bank configuration API,
ensuring it's only accessible when explicitly enabled.

* docs: add hierarchical configuration section

* feat(cli): add bank config commands (config, set-config, reset-config)

- Add 'hindsight bank config' to view bank configuration
- Add 'hindsight bank set-config' to update LLM settings per bank
- Add 'hindsight bank reset-config' to reset to defaults
- Implements client API calls to new bank config endpoints

* fix(cli): fix compilation errors in bank config commands

- Fix type signature: use ApiClient instead of api::Client
- Fix confirmation: use ui::prompt_confirmation instead of ui::confirm
- Fix error handling: use anyhow! macro instead of errors::Error
- Fix type conversion: convert HashMap to serde_json::Map for API call

* feat: implement type-safe hierarchical config with bank overrides

Implements a production-ready hierarchical configuration system that prevents
accidentally using global defaults when bank-specific overrides exist.

- Created StaticConfigProxy that wraps HindsightConfig
- get_config() now returns proxy that blocks access to bank-configurable fields
- Raises ConfigFieldAccessError with clear message when accessing configurable fields
- Added _get_raw_config() for internal use only
- Forces developers to use resolve_full_config(bank_id, context) for bank settings

- Added resolve_full_config() method that returns complete HindsightConfig
- Resolves hierarchy: Global (env) → Tenant → Bank
- No caching to support multi-server deployments (always fresh from DB)
- LLM provider pooling handles expensive operations separately

- Updated entire retain pipeline to pass resolved config through call chain
- memory_engine.py: Resolves config at top level where bank_id/context available
- orchestrator.py: Accepts and passes config to fact_extraction
- fact_extraction.py: Uses passed config instead of get_config()
- utils.py: Added optional config param for backward compatibility

- consolidator.py: Uses resolve_full_config() for enable_observations check
- memory_engine.py: Resolves config before triggering consolidation

- Renamed "Memory Bank" to "Bank Configuration" with tabs
- Combined Stats and Operations into "General" tab
- Consolidated Profile and Configuration into "Configuration" tab
- Moved Actions dropdown to page level (outside tabs)

- Created new component for managing bank-specific config
- Displays configurable fields: retain_chunk_size, retain_extraction_mode, etc.
- Edit via dialog with form validation
- Reset to defaults via AlertDialog confirmation
- Shows field IDs in monospace for clarity
- Visual separation with borders and hover effects

- Removed inline edit mode, switched to dialog-based editing
- Separate dialogs for Disposition and Mission editing
- Read-only display with clear edit buttons
- Removed duplicate stats cards and operations

- bank-stats-view.tsx: Overview statistics (memories, links, documents, pending ops)
- bank-operations-view.tsx: Background operations table with filtering

**Problem**: Consolidation always used global enable_observations, ignoring bank overrides
**Root Cause**: consolidator.py called get_config() instead of resolving bank-specific config
**Solution**: Pass resolved config through the entire pipeline

**Problem**: asyncpg returning JSONB as JSON string instead of parsed dict
**Solution**: Explicit JSON parsing in config_resolver.py with type checking

- All 19 API integration tests pass
- All 10 hierarchical config tests pass
- Retain operations work correctly with bank-specific config
- Consolidation respects bank-specific enable_observations setting

- Updated developer/configuration.md with type-safe config access pattern
- Added examples showing correct usage patterns
- Documented ConfigFieldAccessError and resolution methods

- get_config() now returns StaticConfigProxy (blocks configurable field access)
- Code accessing bank-configurable fields must use resolve_full_config()
- Clear migration path with helpful error messages

Fixes hierarchical configuration to be production-ready with proper type safety.

* refactor: remove LLM client pool and simplify config resolver

Since LLM config (provider, model, api_key) is now static and not
bank-configurable, the LLMClientPool is no longer needed.

Changes:
- Remove hindsight_api/llm_client_pool.py (no longer needed)
- Remove memory_engine._get_bank_llm_config() (dead code, never called)
- Simplify config_resolver.py by eliminating duplication between
  resolve_full_config() and get_bank_config()
- get_bank_config() now calls resolve_full_config() and filters results
- Remove outdated "LLM provider pooling" comments from docstrings

All tests pass (10 hierarchical config tests, 19 API integration tests)

* fix: update tests to use _get_raw_config() for configurable fields

Fixed test fixtures that were accessing configurable fields (like
enable_observations) from get_config(), which now raises
ConfigFieldAccessError due to type-safe config access.

Changes:
- test_consolidation.py: Changed enable_observations fixture to use
  _get_raw_config() instead of get_config()
- test_consolidation.py: Updated test_consolidation_returns_disabled_status
  to set bank config instead of mocking get_config()
- test_link_expansion_retrieval.py: Changed fixture to use _get_raw_config()
- test_observations.py: Changed disable_observations fixture to use
  _get_raw_config()
- Regenerated OpenAPI spec and clients

All 39 previously failing tests now pass.

* fix: add missing config parameter to test calls of extract_facts_from_text()

Fixed 45 test failures where tests were calling extract_facts_from_text()
without the new required config parameter.

Changes:
- Added config=_get_raw_config() to all extract_facts_from_text() calls
- Fixed test_main_module.py to patch _get_raw_config instead of get_config
- Updated 6 test files with 37 function call sites

All tests should now pass.

* fix: add missing config parameter to test_skip_podcast_meta_commentary

One more test was missing the config parameter for extract_facts_from_text().
2026-02-12 13:14:57 +01:00
Nicolò Boschi
f4f86e3842
fix: deadlock in worker polling (#250)
* fix: deadlock in worker polling

* fix: deadlock in worker polling

* fixes
2026-01-30 11:09:29 +01:00
Nicolò Boschi
bb0e0316a7
fix: graph endpoint not showing links for observations (#214) 2026-01-28 14:51:25 +01:00
Nicolò Boschi
1c9a7a0d5e
chore: cleanup benchmarks runner with old flags (#212)
* chore: cleanup benchmarks runner with old flags

* fix tests

* fix: observations rely on source_memory_ids, no link copying

Observations no longer copy any memory_links from their source facts.
Instead, retrieval uses source_memory_ids to traverse:
- Entity connections: observation → source_memory_ids → unit_entities
- Semantic similarity: observations have their own embeddings
- Temporal proximity: observations have their own temporal fields

This avoids data duplication and fixes bidirectionality issues with
entity links being copied to observations.

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>

* test: update consolidation test for source_memory_ids behavior

Updated test_consolidation_creates_memory_links to test_consolidation_uses_source_memory_ids
to reflect the new behavior where observations use source_memory_ids instead of memory_links
for traversal.

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>

---------

Co-authored-by: Claude Sonnet 4.5 <noreply@anthropic.com>
2026-01-28 13:22:48 +01:00
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
9db64ecda3
feat: revisit mental models, directives and reflections (#179)
* chore: run benchmarks with reflect mode

* chore: run benchmarks with reflect mode

* fixes

* new mm

* bunch of fixes

* initial commit

* fixes

* fixes

* fixes

* fix: sometimes memories gets extracted in the wrong language
2026-01-22 17:13:16 +01:00