v0.4.1.4

What's Changed

• refactor(agent): unify agent subprocess env, sessions, skills, and MCP/service jobs by @jinliyl in #382
• feat(benchmark): add BEAM & restructure LongMemEval evaluation framework by @xyf2020 in #375
• feat(search): scoped dedup, session-chunk merge, and unified recall formatting by @xyf2020 in #384
• feat: add daily paper cookbook and DingTalk agent integration by @jinliyl in #385
• feat: add Auto Fin cookbook and managed outbound proxy support by @jinliyl in #392
• fix(auto_fin): harden news reference resolution and fallback handling by @jinliyl in #394
• fix(file_io): stop ReadStep small-file path over-counting total lines by 1 by @AmirF194 in #389
• refactor: classify AutoFin event directions and reconnect DingTalk by @jinliyl in #395
• feat(Step tools): add white/black path prefix permission filtering to read, edit, write by @xyf2020 in #391
• feat(faiss_file_store): upgrade FAISS to HNSW index with async reindex by @xyf2020 in #390
• refactor(auto_fin): tolerate raw Agent output and normalize instead of rejecting by @jinliyl in #396
• feat(plugin): add ReMe integration for Codex by @iluv7 in #372
• Revert "feat(plugin): add ReMe integration for Codex" by @ployts in #400
• feat: add mail component enum by @ployts in #405
• docs: fix ReMe documentation links by @ployts in #408
• feat(evaluation): track job calls and agent token usage in benchmarks by @xyf2020 in #406
• feat: simplify wikilink semantics and support line anchors by @jinliyl in #412
• docs(benchmark): add toolmemory archive by @WangCan1178 in #413
• feat: add frontend-ready wikilink graph APIs by @jinliyl in #414
• docs: link ExpG news to toolmemory README by @WangCan1178 in #415
• feat(api): Add workspace web APIs and GitHub star growth reporting by @jinliyl in #416
• feat(benchmark): enhance session memory retrieval and isolate benchmark assets by @xyf2020 in #409
• feat(file_store): add ZvecLocalFileStore backend by @chinaux in #410
• feat(backend): improve workspace support for web clients by @jinliyl in #417
• revert: undo backend workspace support merge by @jinliyl in #419

New Contributors

• @AmirF194 made their first contribution in #389
• @WangCan1178 made their first contribution in #413

Full Changelog: v0.4.1.3...v0.4.1.4