v0.15.2

0.15.2 (2026-04-23)

Bug Fixes

• benchmarks: make LoCoMo judge runs reliable (#149) (c22f2c9)
• recall: bypass tag filter on expansion candidates (#142) (#146) (4f0fcf8)
• recall: keyword scoring for vector results + softer adaptive floor (#150) (591b2c7)

v0.15.1

0.15.1 (2026-03-25)

Bug Fixes

• consolidation: fetch cluster/creative embeddings from Qdrant (#131) (96d0660)
• embedding: validate provider dimension compatibility before init (#134) (9ac2fb2)
• runtime: support OPENAI_BASE_URL for classification client (#135) (95a58c9)

v0.15.0

0.15.0 (2026-03-12)

Features

• bench: add opt-in LoCoMo cat5 judge (#119) (8b7915c)
• memory: optimize relationship taxonomy (#121) (605633e)

Bug Fixes

• benchmarks: correct evaluator bugs, add agent guidelines, establish honest baseline (#117) (d9cbecb)
• recall: priority_ids parameter only boosts relevance (#79) (#125) (5d3708c)

v0.14.0

0.14.0 (2026-03-07)

Features

• config: add QDRANT_HOST + QDRANT_PORT as alternative to QDRANT_URL (#112) (0871904)
• docker: Add Docker build workflow (#98) (39bf6e7)

Bug Fixes

• benchmarks: handle possessive speaker names in LoCoMo (#116) (abcbcca)
• consolidation: reduce decay rate, add importance floor, filter archived memories (#78) (#105) (3fce4ce)
• handle smart apostrophes in recall entity extraction (#115) (05b4daa)
• harden MCP bridge resilience, adopt stateless transport, and update cross-client docs (#114) (ec88da6)
• qdrant: prevent silent vector dimension mismatch, set Voyage as recommended default (#108) (5f88105)

v0.13.0

0.13.0 (2026-03-02)

Features

• bench: benchmark testing infrastructure for rapid iteration (#97) (80a6f93)
• recall: add min_score threshold and adaptive floor filtering (#73) (#101) (8df3c08)
• viewer: add standalone graph-viewer runtime files (5bcb6db)
• viewer: consolidate stable core and split-ready compatibility (#94) (958da72)
• viewer: externalize visualizer with /viewer compatibility routes (29bafcf)
• viewer: merge visualizer stable core branch (96b27bf)

Bug Fixes

• FalkorDB data not persisting across restarts (3bbc834)
• FalkorDB data not persisting across restarts (#99) (8490d36)
• mcp-sse: sync tool schemas for SSE/MCP parity (#104) (d99b86d)

Documentation

• bench: add PR #73, #80, and #87 experiment results (#103) (8533fac)

v0.12.0

0.12.0 (2026-02-20)

Features

• add LongMemEval benchmark harness (ICLR 2025) (#83) (8f51895)
• just-in-time enrichment on recall (#86) (#88) (743ab6b)
• lab: add Recall Quality Lab for data-driven recall optimization (d53dfdd)
• lab: Recall Quality Lab + fix relevance_score Qdrant sync (#81) (ba1308a)

Bug Fixes

• code quality improvements from CodeRabbit review (#85) (4c81f0f)
• lab: address CodeRabbit review — type hints, f-strings, validation (5fee1e8)
• lab: address CodeRabbit review findings (c121341)
• recall: sync relevance_score to Qdrant payload for vector search (55e381b)

Documentation

• Update environment variables (08e6126)

v0.11.0

0.11.0 (2026-02-16)

Features

• api: add GET /memory/<id> endpoint (9625580)
• api: add GET /memory/<id> endpoint (#68) (205bdbe)
• embedding: add Voyage AI embedding provider (a2ca403)
• embedding: add Voyage AI embedding provider (#67) (1bafc44)
• embedding: support OpenAI-compatible providers via OPENAI_BASE_URL (#76) (383a798), closes #70

Bug Fixes

• add defensive validation and improve error handling in Voyage provider (4c8433a)
• add httpx to prod deps, skip retry on ValueError, validate embedding count (95c1e9d)
• add missing metadata parsing and access tracking to GET /memory/<id> (d115929)
• guard against bool values in numeric timestamp parsing (2304c5c)
• utils: handle numeric timestamps and non-string values in time parser (0bb222b)
• utils: handle numeric timestamps and non-string values in time parser (#69) (2ba2931)
• validate embedding items and fix line length (4c0d278)

Documentation

• api: include 500 error for GET /memory/{id} (4b5a603)

v0.10.1

0.10.1 (2026-02-07)

Bug Fixes

• bound temporal query to 7-day window with timeout (#62) (9c720de)
• skip temperature param for o-series and gpt-5 models (#65) (f1d5b1d)
• use max_completion_tokens for gpt-5 model family (#61) (1ec25db)

v0.10.0

0.10.0 (2026-02-06)

Features

• Add exclude_tags parameter to recall API (#58) (8aeca2e)
• add memory content size governance with auto-summarization (e24a86b)
• add memory content size governance with auto-summarization (876aabf)
• Add real-time observability with SSE streaming and TUI monitor (54d2701)
• Add real-time observability with SSE streaming and TUI monitor (c5f6370)
• Add real-time observability with SSE streaming and TUI monitor (944168e)
• api: add graph visualization API endpoints (#26) (a0d0dd3)
• api: add time-based sorting to recall API (c063845)
• api: add time-based sorting to recall API (a511f0c)
• create coderabbit.yml (e05811f)
• embedding: add Ollama embedding provider and expand docs (#56) (b506a90)
• mcp-sse: agent-friendly recall output + tests (71201d3)
• mcp-sse: improve recall tool output and options (97c4f72)

Bug Fixes

• Add TTL cleanup to InMemoryEventStore (0631af6)
• Address CodeRabbit security and lint issues (a701c57)
• backup: Fix GitHub Actions backup failing with connection error (19ed1e8)
• backup: Fix GitHub Actions backup failing with connection error (10b37d0)
• consolidation: prevent accidental forgetting (4330c20)
• consolidation: prevent accidental forgetting (39dee3e)
• Correct token parameter for gpt-5 models (max_output_tokens) (0786705)
• enrichment: sync tags/tag_prefixes to Qdrant (3ccf874)
• enrichment: sync tags/tag_prefixes to Qdrant (7ba9d76)
• Handle streamable HTTP client disconnects (f15a7ee)
• mcp-sse: update test for SDK 1.20+ Accept header behavior (597909e)
• mcp: close transport/server on sweep and update Accept header test (ce7f6fa)
• mcp: replace broken res.on('close') with TTL sweep for Streamable HTTP sessions (3d53263)
• mcp: replace broken res.on('close') with TTL sweep for Streamable HTTP sessions (#59) (d4d3259)
• mcp: use Promise.resolve().catch() for async close() in session sweep (a8cc589)
• Production bugs - datetime tz, OpenAI tokens, Qdrant race (14491c4)
• Production bugs - datetime tz, OpenAI tokens, Qdrant race (0771360)
• Refactor tests to use double quotes for consistency (21da453)
• Refine summarization token limit and improve tests (6cab145)
• Update test for POST /mcp Accept header error (67a5a10)
• YAML indentation in backup workflow and update docs (a606b3e)

Documentation

• add mermaid diagrams for architecture visualization (0d70a2a)
• Add Qdrant setup guide and update docs for AUTOMEM_API_URL (5c440aa)
• Add Qdrant setup guide and update docs for AUTOMEM_API_URL (123ff28)
• Enhance README.md with formatted NPM bridge link (09ac4ac)
• merge mermaid diagrams from docs/add-mermaid-diagrams (4e9ae4f)
• Update API documentation and configuration settings (9281149)
• Update API documentation and configuration settings (#51) (ad9500f)
• Update API endpoint count and project description (9e71299)
• update diagrams for Streamable HTTP transport (1a2ce22)
• Update docs to clarify MCP bridge and improve formatting (af69a2f)
• Update MCP documentation and server implementation for Streamable HTTP support (8fdef09)
• Update MCP documentation and server implementation for Streamable HTTP support (335a78d)
• update MCP_SSE.md to reflect MCP bridge terminology (940a776)
• Update Railway deployment docs and improve README (5480eb5)
• Update Railway deployment docs and improve README (82c33b0)

v0.9.3

What's Changed

• ci: add CI workflow for automated testing on PRs by @jack-arturo in #24
• chore(release): prepare v0.9.3 by @jack-arturo in #25

Full Changelog: v0.9.2...v0.9.3