Install
Python SDK, CLI, and MCP server: remember==0.17.2
Self-hosted engine: ghcr.io/writeitai/remember-stack:0.17.2 (linux/amd64 and linux/arm64)
The repository remains writeitai/remember-stack; remember is its sole current Python distribution.
What's Changed
- feat(mcp): one memory tool catalogue in remember.mcp_tools (D136 step 1) by @fazpu in #464
- Direct-path admission limits in the engine perimeter (D136 step 2) by @fazpu in #462
- docs: DOCS_CLOUD build switch for hosted-service pages by @fazpu in #466
- feat(perimeter): one signed-key contract, signed sequenced revocation (D136 step 3) by @fazpu in #465
- Report read embedding cost on the spend-lease commit by @fazpu in #467
- Client: one connection resolver, device login, crash-safe re-login (D136 step 4) by @fazpu in #468
- remember mcp: engine mode on the catalogue, Streamable HTTP, bridge mode (D136 step 5) by @fazpu in #470
- Replace the unpullable MinIO image with SeaweedFS by @fazpu in #473
- remember setup: per-harness entry selection (D136 §6) by @fazpu in #471
- SeaweedFS: explicit volume slots; prove all three buckets take writes by @fazpu in #476
- Harden self-host defaults: loopback API, generated object-store keys, token-only REQUIRE_API_AUTH by @fazpu in #477
- docs(cloud): remove the diagnostics opt-out; state what is collected by @fazpu in #478
- Self-hosting: remember ops in the image, restart policy, defer reasons, sizing by @fazpu in #480
- Publish the engine image for linux/arm64 and pull the published PostgreSQL image by @fazpu in #479
- Self-host config: .env reaches the engine, own deployment id, honest model settings by @fazpu in #481
- Build pg_textsearch against the base image's exact PostgreSQL headers by @fazpu in #484
- design: format registry, structured-data profiles, document metadata and search (D133, D134) by @fazpu in #453
- Make admission limits opt-in; make PostgreSQL max_connections overridable by @fazpu in #487
- Prepare v0.17.2 by @writeitai-release-automation[bot] in #488
Full Changelog: v0.17.1...v0.17.2