diff --git a/docs/changelog/highlights.mdx b/docs/changelog/highlights.mdx index 9eeac95e8..d29b32424 100644 --- a/docs/changelog/highlights.mdx +++ b/docs/changelog/highlights.mdx @@ -6,98 +6,77 @@ mode: "wide" -**Mem0 Skill Graph for AI Coding Agents** +**Mem0 Skill Graph — In-Context Documentation for AI Agents** -Launched three interconnected skills that give Claude Code, Cursor, and Codex agents structured access to Mem0: +AI coding agents in Claude Code, Cursor, and Codex can now access Mem0 knowledge directly in their workflow — no doc searching required. Three interconnected skills launched: -- **mem0 Core Skill** — Python/TypeScript SDK reference, REST API patterns, and framework integration guides -- **mem0-cli Skill** — Terminal command reference, configuration workflows, and CI/CD recipes -- **mem0-vercel-ai-sdk Skill** — Vercel AI SDK provider API docs, memory utilities, and usage patterns - -Skills enable agents to use Mem0 without needing to search docs — memory operations, configuration, and best practices are available in-context. +- **mem0 Core Skill** — Complete Python and TypeScript SDK reference, REST API patterns, and integration guides for LangChain, CrewAI, Autogen, and more +- **mem0-cli Skill** — Terminal command reference, configuration walkthroughs, and CI/CD recipes +- **mem0-vercel-ai-sdk Skill** — Vercel AI SDK provider API, memory-augmented generation patterns, and multi-provider setup - + -**OpenClaw Plugin — Production-Ready Release** +**Official Mem0 CLI — Now on PyPI and npm** -The OpenClaw Mem0 plugin reached production readiness with a rapid v1.0.0 through v1.0.4 release cycle: - -- **Skills-based memory architecture** — Complete extraction pipeline refactor with skill-loader, batched extraction, and domain-aware memory triage -- **Dream gate** — Memory consolidation during idle periods for higher-quality long-term memory -- **Interactive CLI** — `openclaw mem0 init` with email verification, plus subcommands for status, config, import, and event monitoring -- **Security hardening** — Path traversal protection, pinned dependencies, removed redundant env var resolution -- **329 tests** across 10 test files - - - - - -**Official Mem0 CLI — Available on PyPI and npm** - -Launched the Mem0 command-line interface for both Python (`mem0-cli`) and Node.js (`@mem0/cli`): +A full-featured command-line interface for Mem0, available in both Python and Node.js: +- **Install:** `pip install mem0-cli` or `npm install -g @mem0/cli` - **Full command suite** — `add`, `search`, `list`, `get`, `update`, `delete`, `import`, `config`, `init`, `status`, `entity`, `event` -- **Email verification login** — `mem0 init` with interactive setup -- **Platform and OSS modes** — Works with Mem0 Cloud or self-hosted deployments -- **JSON output** — `--json` flag for scripting and CI/CD pipelines -- **Available now** — `pip install mem0-cli` or `npm install -g @mem0/cli` +- **Interactive setup** — `mem0 init` with email verification or direct API key entry +- **Works everywhere** — Platform (Mem0 Cloud) and self-hosted OSS modes +- **Scriptable** — `--json` flag for CI/CD pipelines and automation +- **Dual SDK** — Same commands, same experience across Python and Node.js - + -**Mem0 Plugins for Claude Code, Cursor, and Codex** +**OpenClaw Plugin — Production-Ready** -Launched official Mem0 plugins for major AI development environments: +The OpenClaw Mem0 plugin went from initial release to production-ready in one week (v1.0.0 → v1.0.4): -- **MCP server integration** — 9 memory management tools (add, search, update, delete, bulk operations, entity management) +- **Skills-based memory architecture** — New extraction pipeline with skill-loader, batched extraction, and domain-aware memory triage +- **Dream gate** — Automatic memory consolidation during idle periods for higher-quality long-term recall +- **Interactive CLI** — `openclaw mem0 init`, `status`, `config`, `import`, and `event` commands +- **Unified tool naming** — `memory_add` and `memory_delete` replace 4 legacy tools, matching the platform API +- **Security hardened** — Path traversal protection, pinned dependencies, 329 tests across 10 files + + + + + +**Mem0 Plugin for Claude Code, Cursor, and Codex** + +Launched a unified Mem0 plugin across three major AI development environments — Claude Code and Cursor first (March 25), then Codex (April 2): + +- **9 MCP memory tools** — add, search, get, update, delete, bulk delete, entity management via `mcp.mem0.ai` - **Lifecycle hooks** — Automatic memory capture at session start, context compaction, task completion, and session end -- **Cloud MCP server** — Replaced local MCP and Smithery with managed cloud endpoint at `mcp.mem0.ai` -- **Streamable HTTP transport** — Real-time data streaming for MCP protocol +- **Cloud MCP server** — Managed endpoint replaces local MCP and Smithery setup +- **Streamable HTTP transport** — New MCP transport protocol for real-time streaming +- **Codex-specific skill** — Dedicated skill in `mem0-plugin/skills/mem0-codex` for Codex workflows - + -**NemoClaw + Mem0 Plugin** +**Apache AGE, Turbopuffer, MiniMax, and pgvector for Node.js** -Added NemoClaw integration with setup scripts and quickstart guide, expanding the plugin ecosystem to NVIDIA's agent framework. - - - - - -**Turbopuffer, MiniMax, and pgvector for Node.js** - -Expanded the provider ecosystem across both SDKs: +Major expansion of the provider ecosystem: +- **Apache AGE** — New graph store support, bringing the total to 4 graph store backends (Neo4j, Memgraph, Kuzu, Apache AGE) - **Turbopuffer** — New vector database provider for Python SDK -- **MiniMax** — New LLM provider with AWS Bedrock support +- **MiniMax** — New LLM provider with dedicated AWS Bedrock support - **pgvector for Node.js** — PostgreSQL vector support added to the TypeScript OSS SDK -- **Reasoning models** — Added `reasoning_effort` parameter for OpenAI o1/o3 models +- **Reasoning models** — `reasoning_effort` parameter for OpenAI o1/o3-style models - + -**TypeScript SDK — SQLite Migration (Breaking Change)** +**Mem0 Platform Skill on skills.sh** -Migrated from `sqlite3` to `better-sqlite3` to fix native binding resolution failures in plugin systems and container environments. Minimum Node.js version for OSS sqlite features is now Node 20+. +First skill launch — a dedicated Mem0 skill providing platform API reference, quickstart patterns, and integration examples directly inside agent sessions. Available on [skills.sh](https://skills.sh) for any compatible AI coding agent. - - - - -**Python SDK v1.0.0** - -Major milestone release with: - -- **Reranker support** — Cohere, ZeroEntropy, Hugging Face, Sentence Transformers, and LLM-based rerankers -- **New vector stores** — Azure MySQL and Azure AI Search -- **Metadata filtering** for self-hosted deployments -- **Async mode as default** — Better performance out of the box -- **OpenAI 2.x compatibility** - - + \ No newline at end of file