graphiti/graphiti_core/utils
Daniel Chalef 5ca8b9565c
fix: Improve deduplication ID validation and logging (#965)
* fix: Improve deduplication ID validation and logging

- Add comprehensive logging to verify IDs sent to LLM (sent vs received)
- Enhance prompt with explicit ID bounds (0 through N-1)
- Add validation warnings for missing and extra IDs from LLM responses
- Improve error message clarity for invalid dedupe IDs
- Log actual IDs sent to LLM to confirm no index leakage

This helps diagnose cases where the LLM returns IDs outside the valid
range (e.g., ID 19 when only 0-18 were sent).

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

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

* fix: Remove redundant logging parameter

Address reviewer comment about redundant third parameter in debug log statement.

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

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

* fix: Address reviewer comments on list slicing and prompt clarity

- Fix list slicing bug: change <= to < to avoid gap when exactly 20 elements
  (previously would skip element 10 when showing 21 elements)
- Consolidate redundant prompt phrasing while maintaining clarity
  (reduced from 3 sentences to 2, keeping essential constraints)

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

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

* fix: Remove redundant prompt text to reduce token usage

Consolidate 'using these exact IDs (0 through N-1)' with following sentence
to eliminate repetition. Changes:
- 'using these exact IDs (0 through {N-1}). Do not skip IDs or use IDs outside this range'
- 'with IDs 0 through {N-1}. Do not skip or add IDs'

Saves ~15 tokens per deduplication call.

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

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

---------

Co-authored-by: Claude <noreply@anthropic.com>
2025-10-02 12:22:07 -07:00
..
maintenance fix: Improve deduplication ID validation and logging (#965) 2025-10-02 12:22:07 -07:00
ontology_utils move summary out of attribute extraction (#792) 2025-07-31 12:15:21 -04:00
__init__.py refactor: use utc_now() for consistent UTC datetime handling (#234) 2024-12-09 10:36:04 -08:00
bulk_utils.py fix: Prevent duplicate edge facts within same episode (#955) 2025-10-01 07:30:30 -07:00
datetime_utils.py Add support for Kuzu as the graph driver (#799) 2025-08-27 11:45:21 -04:00