YantrikDB

v0.4.1 Feature

This release adds 2 notable features for engineering teams evaluating rollout.

Published 2mo AI Agents & Assistants

✓ No known CVEs patched

✓ No known CVEs patched in this version

Topics

agent-memory ai-agents anthropic claude-code cognitive-memory database

+12 more

embeddings hnsw knowledge-graph llm llm-memory mcp memory persistent-memory python rust semantic-memory vector-db

Summary

AI summary

Fixed think() performance by capping clustering operations and limiting conflict scans.

Full changelog

Add consolidation_limit to ThinkConfig (default 100) — caps O(n²) clustering
Conflict scan: cap pairwise comparisons to 20 per entity group, stop after 50 conflicts
Export scan_conflicts_limited for bounded conflict detection
Pass consolidation_limit through PyO3 bindings
SQL LIMIT on consolidation candidate query to prevent full table scan

900+ tests passing, 0 failures.

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About YantrikDB

v0.7.20 `correct()` now mutates in place, preserving rid and adding revision history (BREAKING CHANGE).
v0.7.9 Pure-additive; existing engines keep English models on v0.1.0.