v0.0.19

What's Changed

• feat: add ACM Educational Talks notebook (#604) by @nerdai in #607
• build(deps): bump the all-python-packages group across 1 directory with 3 updates by @dependabot[bot] in #594
• fix: ACM notebook hotfixes — Ollama setup and MCP server path by @nerdai in #608
• feat: add delete() and update() to BaseMemoryStore (#585) by @nerdai in #609
• chore: update codecov action by @nerdai in #617
• chore: fix codecov auth by @nerdai in #618
• feat: add field labels to Episode._format_concat output by @nerdai in #616
• feat: introduce FormatMode enum for Episode.format() mode param by @nerdai in #620
• refactor: replace EpisodeAttr/include with exclude set in Episode.format() by @nerdai in #623
• chore: add CHANGELOG entry for #623 by @nerdai in #624
• examples: add ch07.ipynb with Episode construction and format modes example by @nerdai in #626
• chore: update ch07 Example 1 to use Hailstone task by @nerdai in #627
• refactor: remove key from BaseMemoryStore interface; move key_fn to QdrantMemoryStore by @nerdai in #629
• refactor: make _read_recent and _search internal; dispatch in BaseMemoryStore.search() by @nerdai in #630
• feat: warn in BaseMemoryStore.search() when result count exceeds max_results by @nerdai in #632
• examples: add ch07 Example 2 — JSONMemoryStore write, search, and count by @nerdai in #634
• build(deps): bump the all-python-packages group with 2 updates by @dependabot[bot] in #636
• build(deps): bump codecov/codecov-action from 6 to 7 by @dependabot[bot] in #635
• nit: rename _collection to _collection_name in QdrantMemoryStore by @nerdai in #637
• refactor: migrate QdrantMemoryStore to AsyncQdrantClient by @nerdai in #639
• chore: add .gitattributes to mark notebooks as documentation for Linguist by @nerdai in #640
• nit: rename JSONMemoryStore._rewrite() to _rewrite_jsonl() by @nerdai in #642
• refactor: add qdrant_point_to_episode() to qdrant/utils.py for symmetry by @nerdai in #644
• feat: add Example 3 (QdrantMemoryStore) to examples/ch07.ipynb by @nerdai in #646
• chore: use TypeAlias for MetadataFn in memory.py by @nerdai in #647
• fix: Memory.record() works on a deep copy of Episode (#648) by @nerdai in #650
• feat: add Example 4 to examples/ch07.ipynb — Memory demo with metadata_fn by @nerdai in #651
• build(deps): bump the all-python-packages group with 6 updates by @dependabot[bot] in #652
• feat: add Example 5 to examples/ch07.ipynb — LLMAgent with reflective_memory() by @nerdai in #654
• feat: replace reflective_memory() with similarity_memory() in Example 5 of ch07.ipynb by @nerdai in #656
• chore: notebook remove dead comment by @nerdai in #657
• feat: restructure ch07.ipynb — remove standalone Qdrant example, promote Examples 4-5 by @nerdai in #660
• feat: rename BaseMemoryStore.search() to recall() by @nerdai in #661
• feat: swap JSONMemoryStore for QdrantMemoryStore in ch07.ipynb Example 2 by @nerdai in #663
• book diagrams: add UML diagrams for Episode, EpisodeFormatMode, and RecallMode by @nerdai in #664
• docs: add UML diagram for BaseMemoryStore by @nerdai in #665
• book diagrams: add UML diagrams for QdrantMemoryStore and JSONMemoryStore by @nerdai in #666
• book diagrams: add UML diagram for Memory class by @nerdai in #667
• docs: add UML diagram for ch07 updates to LLMAgent and TaskHandler by @nerdai in #669
• chore: update ch07.ipynb with re-executed outputs by @nerdai in #670
• build(deps): bump actions/checkout from 6 to 7 by @dependabot[bot] in #671
• build(deps): bump the all-python-packages group with 4 updates by @dependabot[bot] in #672
• version: bump version to v0.0.19 by @nerdai in #674

Full Changelog: v0.0.18...v0.0.19