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v0.7.2

deepfakes/faceswapv0.7.2Aug 7, 2026by lyingbug

AI Summary

WeKnora v0.7.2 introduces significant refactoring to consolidate model handles and unify authentication contexts, alongside major enhancements to wiki revision management and knowledge base configuration. The release addresses numerous stability issues regarding document parsing, chat interactions, and database performance while introducing new features for Feishu document synchronization and editable retrieval metadata.

Key Highlights

  • Refactored agent and authentication modules to improve code structure and maintainability.
  • Introduced wiki page revision history with support for diffs, reverts, and manual editing.
  • Enhanced knowledge base capabilities with configurable upload tags and editable chunks.
  • Updated MCP server to support Python SDK v1.x and migrated to high-level APIs.
  • Fixed critical issues in SQLite queries, document parsing, and chat attachment handling.

New Features

  • Wiki page revision history with diff, revert, and manual editing capabilities.
  • Feishu document synchronization via blocks API with type-specific drill-down.
  • Configuration options for upload tags and knowledge base processing.
  • Support for editable chunks and retrieval metadata in knowledge bases.
  • Batch tag dialog for selected documents.

Full Release Notes

## What's Changed
* refactor(agent): consolidate model-handle codecs into internal/modelcontext by @lyingbug in https://github.com/Tencent/WeKnora/pull/2330
* refactor(auth,router): unify auth session context and split router by domain by @lyingbug in https://github.com/Tencent/WeKnora/pull/2331
* fix(knowledge): clean bound vector stores in batch delete by @BigFishDreamWater in https://github.com/Tencent/WeKnora/pull/2329
* fix: support string args for skill script execution by @koishi514-Z in https://github.com/Tencent/WeKnora/pull/2318
* fix(agent): keep batched wiki_read_page results within output budget by @lyingbug in https://github.com/Tencent/WeKnora/pull/2333
* fix(pipeline): 修复合并阶段输出顺序的不确定性 by @mdrkrg in https://github.com/Tencent/WeKnora/pull/2319
* fix(knowledge): reconcile wiki state when moving documents across KBs by @lyingbug in https://github.com/Tencent/WeKnora/pull/2335
* feat(wiki): page revision history with diff, revert, and manual editing by @lyingbug in https://github.com/Tencent/WeKnora/pull/2336
* style(wiki): polish revision drawer and sidebar to match session list UX by @lyingbug in https://github.com/Tencent/WeKnora/pull/2338
* feat(feishu): sync docx via blocks API with per-type downdrill by @voidkey in https://github.com/Tencent/WeKnora/pull/2334
* fix(i18n): remove duplicate 'members' key in organization locale objects by @hiasky in https://github.com/Tencent/WeKnora/pull/2305
* fix(migrations): renumber knowledge metadata index migration to 000076 by @lyingbug in https://github.com/Tencent/WeKnora/pull/2340
* fix(im): harden connection lifecycle across replicas by @lyingbug in https://github.com/Tencent/WeKnora/pull/2349
* Refine user settings menu and access shortcuts by @lyingbug in https://github.com/Tencent/WeKnora/pull/2368
* Remove redundant Wiki operation log by @lyingbug in https://github.com/Tencent/WeKnora/pull/2367
* feat(knowledge): configure upload tags and processing options by @lyingbug in https://github.com/Tencent/WeKnora/pull/2369
* fix: Remove SanitizeForDisplay from chunk handler responses by @mdrkrg in https://github.com/Tencent/WeKnora/pull/2323
* feat(knowledge): support editable chunks and retrieval metadata by @lyingbug in https://github.com/Tencent/WeKnora/pull/2370
* fix(mcp-server): correct SSE message route to prevent initialization … by @FincherYuan in https://github.com/Tencent/WeKnora/pull/2375
* fix(im): recover channels after leader lock loss by @March-77 in https://github.com/Tencent/WeKnora/pull/2365
* fix(knowledge): clear stale errors when reparse starts by @March-77 in https://github.com/Tencent/WeKnora/pull/2363
* docs: clarify scope-aware contributor validation by @March-77 in https://github.com/Tencent/WeKnora/pull/2366
* fix(frontend): distinguish main stages from postprocess tasks by @March-77 in https://github.com/Tencent/WeKnora/pull/2364
* fix(wiki): prevent finalizing stalls on enqueue failure by @BigFishDreamWater in https://github.com/Tencent/WeKnora/pull/2362
* fix(docparser): resolve remote images referenced by HTML img tags by @ochanism in https://github.com/Tencent/WeKnora/pull/2355
* fix(mcp-server): route diagnostics to stderr to fix stdio protocol crash by @annopick in https://github.com/Tencent/WeKnora/pull/2371
* fix(im): render resource:// images in IM channels (nginx /r/ + config guards) by @voidkey in https://github.com/Tencent/WeKnora/pull/2352
* fix(chat): prevent duplicate terminal answer events by @koishi514-Z in https://github.com/Tencent/WeKnora/pull/2353
* fix(docreader): restore optional XLSX header context by @WHUTcjh-2024 in https://github.com/Tencent/WeKnora/pull/2314
* fix: 在chunk overlap中保留更细的语义边界 by @ttommybot in https://github.com/Tencent/WeKnora/pull/2342
* [Bug] preserve web evidence when page fetches fail by @langcaiye in https://github.com/Tencent/WeKnora/pull/2309
* fix(knowledge): default custom metadata on create by @lyingbug in https://github.com/Tencent/WeKnora/pull/2379
* fix(knowledge): distinguish duplicate files by type by @koishi514-Z in https://github.com/Tencent/WeKnora/pull/2384
* fix(storage): allow image uploads to use file service fallback by @lyingbug in https://github.com/Tencent/WeKnora/pull/2389
* fix(retriever): rebuild a missing vector store engine on demand by @ochanism in https://github.com/Tencent/WeKnora/pull/2357
* fix(agent): exclude disabled FAQ entries by @lyingbug in https://github.com/Tencent/WeKnora/pull/2392
* fix(mcp-server): pin MCP Python SDK to v1.x by @lyingbug in https://github.com/Tencent/WeKnora/pull/2395
* Redesign upload confirmation dialog by @lyingbug in https://github.com/Tencent/WeKnora/pull/2397
* ci(mcp-server): remove duplicate workflow.yml (superseded by mcp-server.yml) by @annopick in https://github.com/Tencent/WeKnora/pull/2398
* fix(knowledge): support local HTML file uploads by @BigFishDreamWater in https://github.com/Tencent/WeKnora/pull/2393
* fix(session): include external users in API session group by @lyingbug in https://github.com/Tencent/WeKnora/pull/2405
* fix(organization): pass avatar when creating shared space by @hiasky in https://github.com/Tencent/WeKnora/pull/2408
* feat(knowledge): add batch tag dialog for selected documents by @hiasky in https://github.com/Tencent/WeKnora/pull/2406
* fix: harden shared agent source permissions by @lyingbug in https://github.com/Tencent/WeKnora/pull/2417
* ci: add PR checks for app, frontend, and DocReader by @lyingbug in https://github.com/Tencent/WeKnora/pull/2416
* fix(mcp-server): migrate to MCPServer high-level API (mcp 2.x) [v1.1.0] by @annopick in https://github.com/Tencent/WeKnora/pull/2420
* fix(docparser): normalize PaddleOCR-VL Cloud HTML tables by @zldkr in https://github.com/Tencent/WeKnora/pull/2419
* test(ci): stabilize MCP session test and decouple frontend checks by @lyingbug in https://github.com/Tencent/WeKnora/pull/2424
* fix(mcp): 修复非 UUID Agent ID 无法解析的问题 by @ZhuangShiHao1207 in https://github.com/Tencent/WeKnora/pull/2422
* fix(sessions): 放行 embed 运行时读取自身会话，修复追问建议 500 与刷新丢对话 by @asmh1989 in https://github.com/Tencent/WeKnora/pull/2421
* fix(frontend): resolve i18n @ syntax errors and TDesign drawer warnings by @lyingbug in https://github.com/Tencent/WeKnora/pull/2426
* fix: preserve wiki folder path after creation by @ttommybot in https://github.com/Tencent/WeKnora/pull/2429
* fix(sqlite): filter vector candidates before top-k by @BigFishDreamWater in https://github.com/Tencent/WeKnora/pull/2440
* fix: 修复 SQLite 下删除 DataSource 失败 by @yuefanxiao in https://github.com/Tencent/WeKnora/pull/2435
* fix(evaluation): use sync passage indexing to fix always-zero retrieval metrics by @lazyayuan in https://github.com/Tencent/WeKnora/pull/2359
* fix(frontend): 编辑保存后自动关闭编辑器，创建后引导继续配置 by @lyingbug in https://github.com/Tencent/WeKnora/pull/2448
* fix(frontend): restore audit and KB activity i18n after locale prune by @lyingbug in https://github.com/Tencent/WeKnora/pull/2449
* fix(frontend): route embed protected images through channel file proxy by @lyingbug in https://github.com/Tencent/WeKnora/pull/2454
* fix(knowledge): allow xlsx in URL import (#2447) by @lyingbug in https://github.com/Tencent/WeKnora/pull/2452
* fix(chat): segment Chinese query expansions with jieba by @BigFishDreamWater in https://github.com/Tencent/WeKnora/pull/2463
* fix(knowledge): surface batch reparse failures by @Myang-print in https://github.com/Tencent/WeKnora/pull/2453
* fix(rerank): batch LKEAP requests within API limits by @BigFishDreamWater in https://github.com/Tencent/WeKnora/pull/2501
* fix(chat): keep attachment upload status reactive by @jacentsao in https://github.com/Tencent/WeKnora/pull/2498
* fix(rerank): normalize NVIDIA logit scores by @BigFishDreamWater in https://github.com/Tencent/WeKnora/pull/2496
* fix(rerank): preserve code and math passages by @BigFishDreamWater in https://github.com/Tencent/WeKnora/pull/2495
* fix: count skipped stages in parsing progress by @ttommybot in https://github.com/Tencent/WeKnora/pull/2500
* fix(docparser): preserve MinerU automatic PDF parsing by @oscarlius in https://github.com/Tencent/WeKnora/pull/2493
* feat(mcp-server): add list_shared_knowledge_bases tool by @FincherYuan in https://github.com/Tencent/WeKnora/pull/2497
* fix: exclude archived wiki pages from lint cursor by @quan020406 in https://github.com/Tencent/WeKnora/pull/2503
* fix(knowledge): clear stale error_message on reprocessing and finalize by @oscarlius in https://github.com/Tencent/WeKnora/pull/2488
* fix(knowledge): clear stale error_message on the remaining reprocess paths by @lyingbug in https://github.com/Tencent/WeKnora/pull/2506
* fix: unify organization settings modal scrolling by @ttommybot in https://github.com/Tencent/WeKnora/pull/2508
* fix: show answer generation status after retrieval by @ttommybot in https://github.com/Tencent/WeKnora/pull/2514
* fix(embedding): prevent ants worker panic and mutex deadlock on empty/mismatched results by @qfzc in https://github.com/Tencent/WeKnora/pull/2520
* feat(knowledge): folder tree sidebar, folder path storage, and document re-filing by @lyingbug in https://github.com/Tencent/WeKnora/pull/2528
* fix(frontend): restore runtime queue i18n and guard against prune by @lyingbug in https://github.com/Tencent/WeKnora/pull/2529
* fix(chat): preserve retrieval results during embedding failures by @KKtwo in https://github.com/Tencent/WeKnora/pull/2525
* perf(container): batch legacy storage alias lookup at startup by @lyingbug in https://github.com/Tencent/WeKnora/pull/2530
* feat(storage): support AWS S3 NoAk default credentials by @qilifan in https://github.com/Tencent/WeKnora/pull/2008
* fix(summary): preserve rows across table chunks  by @BigFishDreamWater in https://github.com/Tencent/WeKnora/pull/2538
* feat(api): resource_urls=public for directly loadable file URLs by @lyingbug in https://github.com/Tencent/WeKnora/pull/2531
* fix(chunking): align preview with parent-child splitting by @BigFishDreamWater in https://github.com/Tencent/WeKnora/pull/2539
* fix(wiki): ensure prompt language is always resolved by @lyingbug in https://github.com/Tencent/WeKnora/pull/2543
* fix(chunking): sync preview swagger and normalize splitter config by @lyingbug in https://github.com/Tencent/WeKnora/pull/2541
* fix(faq): prevent duplicate entries when a create is retried by @lyingbug in https://github.com/Tencent/WeKnora/pull/2544
* Improve Wiki reader layout and revision history UX by @lyingbug in https://github.com/Tencent/WeKnora/pull/2547
* fix(chunking): normalize line endings before splitting by @BigFishDreamWater in https://github.com/Tencent/WeKnora/pull/2546
* feat(mcp-server): add create_knowledge_from_text tool by @01luyicheng in https://github.com/Tencent/WeKnora/pull/2532
* fix: retry document summaries before fallback by @ttommybot in https://github.com/Tencent/WeKnora/pull/2505
* fix: replace all exact wiki text matches by @quan020406 in https://github.com/Tencent/WeKnora/pull/2516
* feat(im): add markdown replies for QQBot #2461 by @YS-zdck in https://github.com/Tencent/WeKnora/pull/2483
* chore(deps): bump the cli-deps group in /cli with 3 updates by @dependabot[bot] in https://github.com/Tencent/WeKnora/pull/2481
* feat(feishu-driver): 新增飞书云盘数据源 by @Greenplumwine in https://github.com/Tencent/WeKnora/pull/2466
* fix(wiki): exclude archived pages from stats queries by @pengpengyi92 in https://github.com/Tencent/WeKnora/pull/2549
* fix(im/wecom): resolve longconn deadlock between closeConn and heartbeatLoop by @yangcongcong-coding in https://github.com/Tencent/WeKnora/pull/2551
* fix(chunks): 恢复未编辑分块的按位置合并 by @mdrkrg in https://github.com/Tencent/WeKnora/pull/2555
* fix(im/wecom): scope connection close to its own generation by @lyingbug in https://github.com/Tencent/WeKnora/pull/2557
* fix(chunks): 受信任分块按精确位置裁剪重叠 by @lyingbug in https://github.com/Tencent/WeKnora/pull/2556
* fix(docs): correct @Router path annotations for agent-chat and knowledge-chat by @qfzc in https://github.com/Tencent/WeKnora/pull/2561
* fix(chunks): 流水线重写后的检索结果不用位置匹配 by @mdrkrg in https://github.com/Tencent/WeKnora/pull/2558
* docs: add comprehensive WeKnora documentation by @lyingbug in https://github.com/Tencent/WeKnora/pull/2350
* docs: 部署步骤增加 docker compose pull，防止复用缓存的旧镜像 by @WHUTcjh-2024 in https://github.com/Tencent/WeKnora/pull/2567
* docs: 补全 docker compose pull 部署与升级说明 by @lyingbug in https://github.com/Tencent/WeKnora/pull/2570
* Revert "docs: 补全 docker compose pull 部署与升级说明" by @lyingbug in https://github.com/Tencent/WeKnora/pull/2571
* Revert "docs: add comprehensive WeKnora documentation" by @lyingbug in https://github.com/Tencent/WeKnora/pull/2572
* update website docs by @lyingbug in https://github.com/Tencent/WeKnora/pull/2573
* docs: complete docker compose pull guidance across deployment docs by @lyingbug in https://github.com/Tencent/WeKnora/pull/2574
* docs(website): add official site link and inject VERSION at build time by @lyingbug in https://github.com/Tencent/WeKnora/pull/2576
* fix(auth): do not sanitize registration password before hashing by @jiahao6635 in https://github.com/Tencent/WeKnora/pull/2568
* docs(release): prepare v0.7.2 release notes and version bump by @lyingbug in https://github.com/Tencent/WeKnora/pull/2585

## New Contributors
* @BigFishDreamWater made their first contribution in https://github.com/Tencent/WeKnora/pull/2329
* @koishi514-Z made their first contribution in https://github.com/Tencent/WeKnora/pull/2318
* @mdrkrg made their first contribution in https://github.com/Tencent/WeKnora/pull/2319
* @FincherYuan made their first contribution in https://github.com/Tencent/WeKnora/pull/2375
* @annopick made their first contribution in https://github.com/Tencent/WeKnora/pull/2371
* @WHUTcjh-2024 made their first contribution in https://github.com/Tencent/WeKnora/pull/2314
* @zldkr made their first contribution in https://github.com/Tencent/WeKnora/pull/2419
* @ZhuangShiHao1207 made their first contribution in https://github.com/Tencent/WeKnora/pull/2422
* @asmh1989 made their first contribution in https://github.com/Tencent/WeKnora/pull/2421
* @lazyayuan made their first contribution in https://github.com/Tencent/WeKnora/pull/2359
* @Myang-print made their first contribution in https://github.com/Tencent/WeKnora/pull/2453
* @oscarlius made their first contribution in https://github.com/Tencent/WeKnora/pull/2493
* @quan020406 made their first contribution in https://github.com/Tencent/WeKnora/pull/2503
* @qfzc made their first contribution in https://github.com/Tencent/WeKnora/pull/2520
* @01luyicheng made their first contribution in https://github.com/Tencent/WeKnora/pull/2532
* @pengpengyi92 made their first contribution in https://github.com/Tencent/WeKnora/pull/2549
* @jiahao6635 made their first contribution in https://github.com/Tencent/WeKnora/pull/2568

**Full Changelog**: https://github.com/Tencent/WeKnora/compare/v0.7.1...v0.7.2