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PMB

v0.2.4 Feature

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

Published 12d MCP Developer Tools
✓ No known CVEs patched
Read the diff → Tool health → What is this tool? →

✓ No known CVEs patched in this version

Topics

ai-agents ai-memory bm25 claude-code codex cursor
+13 more
knowledge-graph lancedb llm local-first mcp memory model-context-protocol privacy python semantic-search sentence-transformers sqlite vector-db

Summary

AI summary

Updates Eval harness, reversible, and J-score across a mixed release.

Full changelog

Own-your-data CLI commands

Use PMB as a personal, offline memory you fully control. All of these are
display/write-layer only - retrieval recall@10 and ~70ms p50 are unchanged.

  • pmb timeline - chronological, day-grouped view of your memory
  • pmb insights - analytics: totals, weekly growth, top topics, lessons/goals
  • pmb digest [today|week|month] - recap of recent memories
  • pmb export [--format markdown|json] - dump all memory to readable text
  • pmb forget-topic <topic> - archive everything about a topic in one command (reversible)
  • pmb ttl <ulid> 30d + --ttl on note/learn/fact + pmb prune-expired - memory expiry
  • pmb tag / untag / tags / tagged - local tags & collections
  • pmb reminders - overdue / due-soon goals
  • pmb snapshot create|list|restore - local, offline workspace snapshots

Eval harness

  • LLM-as-judge (J-score) harness improvements: full reader context,
    per-question failure logging, sharper reader prompt. Eval-only - no
    recall/product code touched.

Install

pip install -U pmb-ai ​

Full changelog: CHANGELOG.md

What's Changed

  • feat: local-use commands + J-score eval harness by @oleksiijko in https://github.com/oleksiijko/pmb/pull/7

Full Changelog: https://github.com/oleksiijko/pmb/compare/v0.2.3...v0.2.4

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Related context

Earlier breaking changes

  • v0.9.0 Deletes `packs/ru.yaml` and `packs/uk.yaml`; default active packs set to empty tuple.

Beta — feedback welcome: [email protected]