# powermem

> PowerMem: Your AI-Powered Long-Term Memory — Accurate, Agile, Affordable. Also friendly support for the OpenClaw Memory Plugin.

- **URL**: https://www.freshcrate.ai/projects/powermem
- **Author**: oceanbase
- **Category**: Databases
- **Latest version**: `v1.1.1` (2026-04-24)
- **License**: NOASSERTION
- **Source**: https://github.com/oceanbase/powermem
- **Homepage**: https://www.powermem.ai
- **Language**: Python
- **GitHub**: 633 stars, 77 forks
- **Registry**: github
- **Tags**: `agentic`, `agents`, `ai`, `ai-agents`, `ai-companion`, `chatbot`, `clawdbot-plugin`, `clawdbot-skill`, `python`

## Description

PowerMem: Your AI-Powered Long-Term Memory — Accurate, Agile, Affordable. Also friendly support for the OpenClaw Memory Plugin.

## Recent releases

| Version | Date | Urgency | Changes |
| --- | --- | --- | --- |
| `v1.1.1` | 2026-04-24 | High | ## What's Changed * build(deps-dev): bump vite from 7.3.1 to 7.3.2 in /dashboard by @dependabot[bot] in https://github.com/oceanbase/powermem/pull/896 * build(deps): bump lodash from 4.17.21 to 4.18.1 in /docs/website by @dependabot[bot] in https://github.com/oceanbase/powermem/pull/897 * feat: Add IDE integrations by @Teingi in https://github.com/oceanbase/powermem/pull/365 * docs: rewrite readme by @PsiACE in https://github.com/oceanbase/powermem/pull/374 * Fix SQLite filters key SQL injection |
| `v1.1.0` | 2026-04-02 | High | # PowerMem 1.1.0  **Release date:** April 2, 2026  ## Overview  This minor release focuses on **embedded seekdb** support for OceanBase-backed deployments, so you can run PowerMem against a **local embedded database** without a separate database server. It also includes CLI and embedding configuration fixes.  ## Quick start: from install to embedded seekdb  A **minimal runnable path**: no Docker, no separate database service—only Python, `.env`, and your app or CLI.  ### 1. Install |
| `v1.0.2` | 2026-03-23 | Medium | ## What's Changed * Powermem CLI Cases by @Ripcord55 in https://github.com/oceanbase/powermem/pull/369 * fix(cli): honor --env-file by loading POWERMEM_ENV_FILE in dotenv step by @Teingi in https://github.com/oceanbase/powermem/pull/371   **Full Changelog**: https://github.com/oceanbase/powermem/compare/v1.0.1...v1.0.2 |
| `v1.0.1` | 2026-03-19 | Low | ## What's Changed * pyobvector dependencies by @Ripcord55 in https://github.com/oceanbase/powermem/pull/361 * Merge benchmark code by @Evenss in https://github.com/oceanbase/powermem/pull/362 * Native hybrid search case modification by @Ripcord55 in https://github.com/oceanbase/powermem/pull/363 * fix(api): register search router before memories by @Teingi in https://github.com/oceanbase/powermem/pull/367   **Full Changelog**: https://github.com/oceanbase/powermem/compare/v1.0.0...v1.0.1 |
| `v1.0.0` | 2026-03-16 | Low | ## Why We're Shipping the CLI and Dashboard  We believe that in the Agent era, the products that pull ahead will not be the ones with only a UI for humans to click. They will be the ones that deliver **two layers at once**: a layer where **Agents** can connect, execute, and orchestrate with low friction; and a layer where **humans** can understand the whole picture, form judgment, and consume results. The **CLI** is the operation surface for Agents and automation. The **Dashboard** is the cogn |
| `v0.5.3` | 2026-02-26 | Low | ## What's Changed * fix lists bug by @Evenss in https://github.com/oceanbase/powermem/pull/268   **Full Changelog**: https://github.com/oceanbase/powermem/compare/v0.5.2...v0.5.3 |
| `v0.5.2` | 2026-02-12 | Low | ## What's Changed * prompts: LANGUAGE DO NOT translate by @Teingi in https://github.com/oceanbase/powermem/pull/248 * Enhance memory listing functionality with pagination and sorting support by @Evenss in https://github.com/oceanbase/powermem/pull/246 * fix search bug by @Evenss in https://github.com/oceanbase/powermem/pull/253 * Enhance PGVectorConfig for flexible database connection settings by @Evenss in https://github.com/oceanbase/powermem/pull/257   **Full Changelog**: https://githu |
| `v0.5.1` | 2026-02-06 | Low | ## What's Changed 1. Default role filters removed in UserMemory profile extraction: - include_roles default changed from ["user"] to None - exclude_roles default changed from ["assistant"] to None 2. Documentation updated to reflect the new defaults.  ## Impact - Behavior change: Profile extraction will now, by default, not filter messages by role unless you explicitly pass include_roles and/or exclude_roles. - This may change extracted profiles for users who relied on the previous impli |
| `0.5.0` | 2026-02-06 | Low | # PowerMem v0.5.0 Release Notes (2026-02-06)  ## Highlights  - **Unified configuration governance** across SDK/API Server (pydantic-settings based). - **OceanBase native hybrid search support**. - **Enhanced Memory query experience** with improved query handling and **sorting support** for memory list operations. - **User profiles** now support **custom native-language output**.  ## What’s Changed  ### Configuration & Settings  - Unified configuration governance across the SDK and A |
| `v0.4.0` | 2026-01-20 | Low | # PowerMem 0.4.0 Release Notes  **Release Date:** January 20, 2026  We're excited to announce the release of PowerMem 0.4.0! This version introduces significant enhancements to our retrieval capabilities with the addition of sparse vector support, enabling even more accurate and efficient memory search.  ## 🎉 What's New  ### ✨ Sparse Vector Support  PowerMem 0.4.0 introduces **sparse vector support**, a powerful enhancement to our hybrid retrieval system. Sparse vectors complement our |

## Citation

- HTML: https://www.freshcrate.ai/projects/powermem
- Markdown: https://www.freshcrate.ai/projects/powermem.md
- Dependencies JSON: https://www.freshcrate.ai/api/projects/powermem/deps

_Generated by freshcrate.ai. Indexes github releases for AI-agent ecosystem packages._