Server v0.14.0

What's Changed

Features

• feat: Add CLI search and delete commands by @abrookins in #155
• feat: Allow using augment for code review in CI by @abrookins in #158
• feat(ui): AMS Workbench by @bsbodden in #162
• feat(notebooks): Add AMS interactive guided notebook by @nkanu17 in #163
• feat(mcp): add streamable-http transport mode by @bsbodden in #165
• feat: Add recency boost support to SearchRequest by @raphaeldelio in #183

Fixes

• fix: Fix topics/entities filter 500 error by using pipe separator by @nkanu17 in #161
• fix(docs): escape pipe and bracket characters in api.md tables by @bsbodden in #166
• fix: remove deprecated empty-session-on-missing behavior from GET working-memory by @bsbodden in #169
• fix(tests): reduce flakiness in LLM-dependent tests by @bsbodden in #171
• fix: Enable deduplication for trailing extraction indexing by @abrookins in #173
• fix: Prevent semantic compaction mega-memories by @abrookins in #201
• fix: add task status transition guards by @bsbodden in #209
• fix: add timestamp ordering validation to task updates by @bsbodden in #211
• fix: inconsistent long-term memory TAG serialization by @tylerhutcherson in #203
• fix: remove unreachable created_at backfill in update_task_status by @bsbodden in #212
• fix: make task error_message clearable by @bsbodden in #210

Documentation

• docs: Reorganize documentation structure by @abrookins in #160

Refactors / Improvements

• refactor: Removes one remaining hard coded model name by @justin-cechmanek in #159
• refactor: Remove LC vectorstore adapters in favor of generalized vector db interface by @tylerhutcherson in #142
• feat: Allow patching pinned on long-term memories by @tylerhutcherson in #199
• build: Upgrade AMS to Docket 0.18.2 cluster support by @abrookins in #216
• refactor: Cleanup logging, increase default task timeouts by @abrookins in #215

Dependency Updates

• build(deps): bump esbuild and vite in /workbench by @dependabot[bot] in #164
• build(deps): bump dependabot dependencies by @bsbodden in #167
• build(deps): bump pyjwt from 2.10.1 to 2.12.0 by @dependabot[bot] in #213
• build(deps): bump orjson from 3.11.4 to 3.11.6 by @dependabot[bot] in #194
• build(deps-dev): bump minimatch from 3.1.2 to 3.1.5 in /agent-memory-client/agent-memory-client-js by @dependabot[bot] in #178
• build(deps): bump rollup from 4.57.1 to 4.59.0 in /agent-memory-client/agent-memory-client-js by @dependabot[bot] in #177
• build(deps-dev): bump minimatch from 3.1.3 to 3.1.5 in /workbench by @dependabot[bot] in #219

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New Contributors

• @justin-cechmanek made their first contribution in #159
• @tylerhutcherson made their first contribution in #142

Full Changelog: java-client-v0.1.0...server/v0.14.0

Installation

PyPI:

pip install agent-memory-server==0.14.0

Docker (standard - requires external Redis):

docker pull redislabs/agent-memory-server:0.14.0
# or
docker pull ghcr.io/redis/agent-memory-server:0.14.0

Docker (standalone - all-in-one with embedded Redis):

docker pull redislabs/agent-memory-server:0.14.0-standalone
# or
docker pull ghcr.io/redis/agent-memory-server:0.14.0-standalone

# Run with persistent storage:
docker run -d -v ~/.agent-memory/data:/data -p 8000:8000 \
  -e OPENAI_API_KEY=your-key \
  redislabs/agent-memory-server:0.14.0-standalone