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WeKnora releases

LLM-powered framework for deep document understanding, semantic retrieval, and context-aware answers using RAG paradigm.

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v0.6.0 Mixed
Auth RBAC

frontend, session, cli, auth, knowledge-base, embedding, RBAC, OBS

Open
Review required
v0.5.2 New feature
Auth RBAC

Doris vector DB support

Open
v0.5.1 New feature
Security fixes
  • Prevent API key ciphertext (enc:v1:...) from leaking to the UI
Notable features
  • Add STORAGE_ALLOW_LIST env var to whitelist storage origins
  • Tenant-wide IM channels overview under the user menu
  • Expose API Key reset from the API Info page
Full changelog

What's Changed

  • docs(readme): enhance layout for Agent Mode and Observability sections across multiple languages by @lyingbug in https://github.com/Tencent/WeKnora/pull/1047
  • docs(readme): update tracing references from Jaeger to Langfuse across multiple languages by @lyingbug in https://github.com/Tencent/WeKnora/pull/1048
  • feat(frontend): add LLM call timeout for agents by @lyingbug in https://github.com/Tencent/WeKnora/pull/1059
  • fix(wiki): queue JSON handling and failed ingest operations by @lyingbug in https://github.com/Tencent/WeKnora/pull/1061
  • feat(types): support legacy and current formats in tenant Scan by @lyingbug in https://github.com/Tencent/WeKnora/pull/1060
  • chore(i18n): align en-US/ko-KR/ru-RU locales with zh-CN by @lyingbug in https://github.com/Tencent/WeKnora/pull/1062
  • chore(i18n): align en-US/ko-KR/ru-RU locales with zh-CN by @lyingbug in https://github.com/Tencent/WeKnora/pull/1063
  • fix(wiki): Lite ingest lock, failed-op requeue, sync task retry parity by @lyingbug in https://github.com/Tencent/WeKnora/pull/1064
  • fix: LaTeX formulas flash and disappear during streaming (#1056) by @lyingbug in https://github.com/Tencent/WeKnora/pull/1065
  • fix(container): aggregate registration errors in connector registry initialization by @Goodnight77 in https://github.com/Tencent/WeKnora/pull/1054
  • fix(search): align rerank priority between Execute and rerankResults by @lyingbug in https://github.com/Tencent/WeKnora/pull/1067
  • fix(im): isolate IM sessions per agent, recover from deleted sessions by @lyingbug in https://github.com/Tencent/WeKnora/pull/1069
  • fix(im): remove pipeline-level timeout that kills multi-round agent reasoning by @lyingbug in https://github.com/Tencent/WeKnora/pull/1070
  • fix(docreader): remove default 100-page limit for DOCX parsing by @lyingbug in https://github.com/Tencent/WeKnora/pull/1071
  • fix: inject KB document listing on fallback for broad queries by @lyingbug in https://github.com/Tencent/WeKnora/pull/1072
  • feat: data_analysis sql validation & type processing by @1141520944 in https://github.com/Tencent/WeKnora/pull/1053
  • fix(docparser): preserve standalone image uploads from icon filter by @lyingbug in https://github.com/Tencent/WeKnora/pull/1076
  • feat(miniprogram): add WeChat mini program plugin by @wolfkill in https://github.com/Tencent/WeKnora/pull/1055
  • feat(knowledge-base): add document batch delete and list view by @voidkey in https://github.com/Tencent/WeKnora/pull/1075
  • fix(knowledge-base): restore hover feedback on selected list rows by @voidkey in https://github.com/Tencent/WeKnora/pull/1078
  • fix(frontend): 知识库文档区布局、批量条与列表/卡片体验 by @lyingbug in https://github.com/Tencent/WeKnora/pull/1080
  • fix(chat): stop button behavior and input layout fixes by @lyingbug in https://github.com/Tencent/WeKnora/pull/1083
  • fix: prevent API key ciphertext (enc:v1:...) from leaking to the UI by @lyingbug in https://github.com/Tencent/WeKnora/pull/1087
  • 客户端添加切换租户 by @cn-kali-team in https://github.com/Tencent/WeKnora/pull/1085
  • feat: add STORAGE_ALLOW_LIST env var by @Windfarer in https://github.com/Tencent/WeKnora/pull/1086
  • feat(tenant): expose API Key reset from the API Info page by @lyingbug in https://github.com/Tencent/WeKnora/pull/1089
  • fix(frontend): polish knowledge list sticky header and floating batch bar by @lyingbug in https://github.com/Tencent/WeKnora/pull/1088
  • refactor(im): move adapter factories into per-platform subpackages by @lyingbug in https://github.com/Tencent/WeKnora/pull/1084
  • fix:attachment_document_failed by @MaoMengww in https://github.com/Tencent/WeKnora/pull/1094
  • refactor(frontend): unify Model/WebSearch/MCP settings pages with shared card + drawer by @lyingbug in https://github.com/Tencent/WeKnora/pull/1093
  • fix(frontend): polish KB list sticky header, batch bar, and card checkbox by @lyingbug in https://github.com/Tencent/WeKnora/pull/1090
  • fix(frontend): route chat drag-and-drop uploads correctly by @Aphroq in https://github.com/Tencent/WeKnora/pull/1095
  • fix(im): rewrite private storage URLs to HTTP in IM channel replies by @lyingbug in https://github.com/Tencent/WeKnora/pull/1068
  • fix(crypto): fail loudly when encrypted DB fields cannot be decrypted by @lyingbug in https://github.com/Tencent/WeKnora/pull/1100
  • fix(web-search): normalize default tenant web search config at runtime by @sqkstwj in https://github.com/Tencent/WeKnora/pull/1097
  • feat(im): tenant-wide IM channels overview under the user menu by @lyingbug in https://github.com/Tencent/WeKnora/pull/1102
  • feat(sessions): add keyword search, user-scoped pinning, and IM source visibility by @lyingbug in https://github.com/Tencent/WeKnora/pull/1101

New Contributors

  • @cn-kali-team made their first contribution in https://github.com/Tencent/WeKnora/pull/1085
  • @Aphroq made their first contribution in https://github.com/Tencent/WeKnora/pull/1095
  • @sqkstwj made their first contribution in https://github.com/Tencent/WeKnora/pull/1097

Full Changelog: https://github.com/Tencent/WeKnora/compare/v0.5.0...v0.5.1

View release on GitHub
v0.5.0 New feature
Security fixes
  • API key validation uses constant-time comparison to prevent timing attacks
Notable features
  • Knowledge-base Wiki system with configurable indexing strategy
  • Langfuse observability integration for LLM token tracking and asynq pipeline tracing
  • OpenMAIC interactive classroom skill with RAG-to-courseware generation
Full changelog

What's Changed

  • feat(repository): update keyword retrieval logic to use ParadeDB's matching operator by @lyingbug in https://github.com/Tencent/WeKnora/pull/977
  • Fix system prompt not being used when flag is false by @utafrali in https://github.com/Tencent/WeKnora/pull/969
  • fix: missing deep copy entity by @shanghai-Jerry in https://github.com/Tencent/WeKnora/pull/975
  • fix: SQLite/Lite mode compatibility for FAQ import and chunk operations by @swim2sun in https://github.com/Tencent/WeKnora/pull/968
  • docs: add wiki documentation with cross-referenced links by @Liwx1014 in https://github.com/Tencent/WeKnora/pull/978
  • fix: use explicit localhost for docreader health probes by @sn1p4am in https://github.com/Tencent/WeKnora/pull/983
  • feat(logger): implement LLM debug logging functionality by @lyingbug in https://github.com/Tencent/WeKnora/pull/984
  • feat: add registry dual-map and engine factory for VectorStore by @ochanism in https://github.com/Tencent/WeKnora/pull/973
  • refactor(postgres): optimize vector retrieval and HNSW settings by @lyingbug in https://github.com/Tencent/WeKnora/pull/986
  • feat: search engine adds proxy addresses and adds SSRF verification. by @1141520944 in https://github.com/Tencent/WeKnora/pull/987
  • feat: pass IndexConfig to repositories with scalability options by @ochanism in https://github.com/Tencent/WeKnora/pull/981
  • feat: add VectorStore management UI settings page by @ochanism in https://github.com/Tencent/WeKnora/pull/982
  • fix: use constant-time comparison for API key validation by @MaoMengww in https://github.com/Tencent/WeKnora/pull/992
  • feat: add vector_store_id column to knowledge_bases for per-KB vector store binding by @ochanism in https://github.com/Tencent/WeKnora/pull/994
  • feat: add OpenMAIC interactive classroom skill with RAG-to-courseware generation by @peterchan2020 in https://github.com/Tencent/WeKnora/pull/989
  • fix(storage): auto-detect content-type to resolve image rendering issues by @jack-wang-176 in https://github.com/Tencent/WeKnora/pull/999
  • fix: ReadEvent incompatible sse data format by @shanghai-Jerry in https://github.com/Tencent/WeKnora/pull/1002
  • fix: remove limit/offset from required in list_knowledge_chunks JSON Schema by @draix in https://github.com/Tencent/WeKnora/pull/1012
  • fix/air-toml-cgo-ldflags by @MaoMengww in https://github.com/Tencent/WeKnora/pull/1010
  • fix(docker): 修复镜像构建兼容性问题 by @Liwx1014 in https://github.com/Tencent/WeKnora/pull/1005
  • Fix/storage content type by @jack-wang-176 in https://github.com/Tencent/WeKnora/pull/1013
  • fix:修复make dev-app里面脚本问题 by @tohelloworld in https://github.com/Tencent/WeKnora/pull/1016
  • feat/yuque datasource connector by @voidkey in https://github.com/Tencent/WeKnora/pull/1011
  • feat(wiki): introduce knowledge-base Wiki system and configurable indexing strategy by @lyingbug in https://github.com/Tencent/WeKnora/pull/1017
  • chore: Update .dockerignore and GitHub Actions for improved caching by @lyingbug in https://github.com/Tencent/WeKnora/pull/1018
  • chore: Update .dockerignore to clarify documentation exclusions and dependencies by @lyingbug in https://github.com/Tencent/WeKnora/pull/1019
  • feat: Enhance agent tool compatibility and knowledge base filtering by @lyingbug in https://github.com/Tencent/WeKnora/pull/1021
  • fix : mattermost handle io.ReadAll errors in client file by @Goodnight77 in https://github.com/Tencent/WeKnora/pull/1020
  • refactor: Simplify WeKnoraCloud request customization and message conversion by @lyingbug in https://github.com/Tencent/WeKnora/pull/1022
  • fix(frontend): bundle tdesign-icons sprite locally for offline deploys by @lyingbug in https://github.com/Tencent/WeKnora/pull/1024
  • fix(agent): terminate ReAct loop on final_answer regardless of arg parse success by @lyingbug in https://github.com/Tencent/WeKnora/pull/1023
  • feat(models): support custom HTTP headers across all remote model calls by @lyingbug in https://github.com/Tencent/WeKnora/pull/1025
  • feat(frontend): add copy action for model cards in settings by @lyingbug in https://github.com/Tencent/WeKnora/pull/1026
  • fix(agent-share): don't require rerank model for wiki-only agents by @lyingbug in https://github.com/Tencent/WeKnora/pull/1028
  • feat(observability): integrate Langfuse for LLM token tracking and tracing by @lyingbug in https://github.com/Tencent/WeKnora/pull/1027
  • feat(observability): extend Langfuse tracing across the asynq pipeline by @lyingbug in https://github.com/Tencent/WeKnora/pull/1029
  • fix(agent): load all sheets from Excel files in data analysis (#1007) by @lyingbug in https://github.com/Tencent/WeKnora/pull/1035
  • feat(observability): instrument agent ReAct loop and tool calls in Langfuse by @lyingbug in https://github.com/Tencent/WeKnora/pull/1034
  • fix(agent): improve tenant context handling and error reporting by @Goodnight77 in https://github.com/Tencent/WeKnora/pull/1036
  • Fix/docreader protoc offline whitelist by @jack-wang-176 in https://github.com/Tencent/WeKnora/pull/1033
  • chore(release): v0.5.0 by @lyingbug in https://github.com/Tencent/WeKnora/pull/1042
  • docs(readme): refresh title and overview to reflect RAG + Agent + Auto-Wiki by @lyingbug in https://github.com/Tencent/WeKnora/pull/1043
  • feat: correct data analysis errors using fileService. by @1141520944 in https://github.com/Tencent/WeKnora/pull/1041
  • Update v0.5.0 README by @lyingbug in https://github.com/Tencent/WeKnora/pull/1044

New Contributors

  • @utafrali made their first contribution in https://github.com/Tencent/WeKnora/pull/969
  • @shanghai-Jerry made their first contribution in https://github.com/Tencent/WeKnora/pull/975
  • @swim2sun made their first contribution in https://github.com/Tencent/WeKnora/pull/968
  • @sn1p4am made their first contribution in https://github.com/Tencent/WeKnora/pull/983
  • @1141520944 made their first contribution in https://github.com/Tencent/WeKnora/pull/987
  • @jack-wang-176 made their first contribution in https://github.com/Tencent/WeKnora/pull/999
  • @draix made their first contribution in https://github.com/Tencent/WeKnora/pull/1012
  • @tohelloworld made their first contribution in https://github.com/Tencent/WeKnora/pull/1016
  • @Goodnight77 made their first contribution in https://github.com/Tencent/WeKnora/pull/1020

Full Changelog: https://github.com/Tencent/WeKnora/compare/v0.4.0...v0.5.0

View release on GitHub
v0.4.0 Breaking risk
Breaking changes
  • Video parser removed
Notable features
  • VectorStore CRUD API
  • Notion connector
  • WeChat integration
View release on GitHub
v0.3.6 Breaking risk
Notable features
  • OIDC authentication support
  • Parallel tool calling
  • Datasource management with Feishu sync
View release on GitHub
v0.3.5 Bug fix
Notable features
  • Novita AI as LLM provider
  • MCP tool result auto-description via VLM
View release on GitHub
v0.3.4 Security relevant
Security fixes
  • AES-256-GCM encryption for API keys at rest
Notable features
  • Built-in MCP service support
  • Weaviate vectordb integration
  • S3 storage adapter
View release on GitHub
v0.3.3 New feature
Notable features
  • Parent-child chunking for hierarchical retrieval
  • Knowledge base pinning
  • Fallback response handling
View release on GitHub
v0.3.2 New feature
Notable features
  • Async knowledge re-parse API
  • Batch chat management
  • Milvus vectordb support
Full changelog

What's Changed

  • feat: Add async knowledge re-parse API and examples by @begoniezhao in https://github.com/Tencent/WeKnora/pull/679
  • feat: add product roadmap documentation and links in README files by @lyingbug in https://github.com/Tencent/WeKnora/pull/685
  • fix: handle thinking content in Ollama chat responses by @is-Xiaoen in https://github.com/Tencent/WeKnora/pull/689
  • feat(chat): add batch management for conversations by @tsukiga-kirei in https://github.com/Tencent/WeKnora/pull/692
  • feat: add volcengine tos support by @Dounx in https://github.com/Tencent/WeKnora/pull/691
  • feat: implement preview of user level memory graph by @chengjoey in https://github.com/Tencent/WeKnora/pull/687
  • fix: change helm frontend APP_HOST env default value to app by @ChenRussell in https://github.com/Tencent/WeKnora/pull/694
  • fix(auth): update form validation check to handle non-boolean responses by @tsukiga-kirei in https://github.com/Tencent/WeKnora/pull/695
  • feat: Add knowledge creation support from remote file URLs by @begoniezhao in https://github.com/Tencent/WeKnora/pull/696
  • feat: support milvus vectordb for knowledge retrieve by @chengjoey in https://github.com/Tencent/WeKnora/pull/699
  • fix(swagger): resolve interface documentation generation error and regenerate docs by @ChenRussell in https://github.com/Tencent/WeKnora/pull/698
  • Korean update by @andy5090 in https://github.com/Tencent/WeKnora/pull/701
  • fix: prevent modal dismiss on text selection & load all sessions in batch manage by @tsukiga-kirei in https://github.com/Tencent/WeKnora/pull/703
  • feat: support mermaid display by @CodeMarker0 in https://github.com/Tencent/WeKnora/pull/702
  • Storage & Doc Processor Refactor by @lyingbug in https://github.com/Tencent/WeKnora/pull/704
  • feat(repository): add TagID and IsRecommended fields to vector embeddings by @lyingbug in https://github.com/Tencent/WeKnora/pull/705
  • refactor: remove mineru_api_base_url from ParserEngineConfig and related components by @lyingbug in https://github.com/Tencent/WeKnora/pull/706
  • refactor: simplify image handling in _resolve_images function by @lyingbug in https://github.com/Tencent/WeKnora/pull/709
  • feat: enhance image handling and UI adjustments in document components by @lyingbug in https://github.com/Tencent/WeKnora/pull/711
  • feat: release v0.3.2 with new features, improvements, and bug fixes by @lyingbug in https://github.com/Tencent/WeKnora/pull/712

New Contributors

  • @is-Xiaoen made their first contribution in https://github.com/Tencent/WeKnora/pull/689
  • @andy5090 made their first contribution in https://github.com/Tencent/WeKnora/pull/701

Full Changelog: https://github.com/Tencent/WeKnora/compare/v0.3.1...v0.3.2

View release on GitHub
v0.3.1 New feature
Notable features
  • Support remote backend and HTTPS proxy
  • Load knowledge files via presigned URLs
  • Enhance resource management in UI components
View release on GitHub
v0.3.0 New feature
Notable features
  • Bing search provider
  • Redis ACL support
  • Agent skills sandbox configuration
Full changelog

What's Changed

  • fix: MCP Client connection state not marked as closed after connection loss in SSE transport type by @manx98 in https://github.com/Tencent/WeKnora/pull/607
  • Update session.md | 停止会话 by @dragon8git in https://github.com/Tencent/WeKnora/pull/604
  • feat(web_fetch): enhance web fetch tool with DNS pinning and validati… by @lyingbug in https://github.com/Tencent/WeKnora/pull/611
  • refactor: Refactor rune handling for correct chunk merging by @begoniezhao in https://github.com/Tencent/WeKnora/pull/614
  • feat: add bing search provider by @chengjoey in https://github.com/Tencent/WeKnora/pull/615
  • fix: clear tag selection state when re-entering knowledge base by @ChenRussell in https://github.com/Tencent/WeKnora/pull/617
  • feat: Use num_ctx instead of truncate for embedding truncation by @begoniezhao in https://github.com/Tencent/WeKnora/pull/623
  • feat: Add configurable global log level via env by @begoniezhao in https://github.com/Tencent/WeKnora/pull/625
  • docs: update Air installation command from cosmtrek/air to air-verse/air by @MEKXH in https://github.com/Tencent/WeKnora/pull/627
  • fix(chat): strip thinking content from model output by @MEKXH in https://github.com/Tencent/WeKnora/pull/628
  • feat(redis): add REDIS_USERNAME support for Redis ACL by @Dounx in https://github.com/Tencent/WeKnora/pull/626
  • Feat/agent skills by @voidkey in https://github.com/Tencent/WeKnora/pull/621
  • feat(redis): add REDIS_USERNAME environment variable for Redis ACL cnfiguration by @lyingbug in https://github.com/Tencent/WeKnora/pull/630
  • feat: enhance agent skills sandbox configuration and availability by @lyingbug in https://github.com/Tencent/WeKnora/pull/631
  • feat: update sandbox service configuration in Docker Compose files by @lyingbug in https://github.com/Tencent/WeKnora/pull/632
  • docs: fix api link by @liweijie0812 in https://github.com/Tencent/WeKnora/pull/633
  • Optimize Jaccard function for set comparisons by @CodeMarker0 in https://github.com/Tencent/WeKnora/pull/634
  • chore: fix ChunkExtracter typo (ChunkExtractor) by @ChenRussell in https://github.com/Tencent/WeKnora/pull/660
  • fix: typo missed in previous commit by @voidkey in https://github.com/Tencent/WeKnora/pull/663
  • fix: replace standard log with structured logger in main and recovery middleware by @hobostay in https://github.com/Tencent/WeKnora/pull/662
  • feat: enhance MCP tool name and description handling for security by @lyingbug in https://github.com/Tencent/WeKnora/pull/665
  • feat(frontend): allow configurable backend host and port by @Dounx in https://github.com/Tencent/WeKnora/pull/666
  • feat: add REDIS_USERNAME support for asynq client by @Dounx in https://github.com/Tencent/WeKnora/pull/667
  • Shared Space & KB/Agent Sharing by @lyingbug in https://github.com/Tencent/WeKnora/pull/661

New Contributors

  • @manx98 made their first contribution in https://github.com/Tencent/WeKnora/pull/607
  • @dragon8git made their first contribution in https://github.com/Tencent/WeKnora/pull/604
  • @Dounx made their first contribution in https://github.com/Tencent/WeKnora/pull/626
  • @liweijie0812 made their first contribution in https://github.com/Tencent/WeKnora/pull/633
  • @CodeMarker0 made their first contribution in https://github.com/Tencent/WeKnora/pull/634
  • @hobostay made their first contribution in https://github.com/Tencent/WeKnora/pull/662

Full Changelog: https://github.com/Tencent/WeKnora/compare/v0.2.14...v0.3.0

View release on GitHub
v0.2.14 Bug fix

Minor fixes and improvements.

Full changelog

What's Changed

  • fix: prioritize env variable over git tag in version by @lyingbug in https://github.com/Tencent/WeKnora/pull/586
  • style(ollama): optimize retest button icon alignment using #icon slot by @jlau-ice in https://github.com/Tencent/WeKnora/pull/587
  • fix: correctly extract host from completion_url by handling both v1 and non-v1 endpoints by @jlau-ice in https://github.com/Tencent/WeKnora/pull/590
  • fix(parser): resolve chunk index mismatch in logs by @ChenRussell in https://github.com/Tencent/WeKnora/pull/596
  • feat(migrations): add pg_search extension update migration files by @lyingbug in https://github.com/Tencent/WeKnora/pull/603

New Contributors

  • @ChenRussell made their first contribution in https://github.com/Tencent/WeKnora/pull/596

Full Changelog: https://github.com/Tencent/WeKnora/compare/v0.2.13...v0.2.14

View release on GitHub
v0.2.12 Bug fix

Minor fixes and improvements.

Full changelog

What's Changed

  • fix(zhipu): correct Embedding BaseURL to match API structure by @MEKXH in https://github.com/Tencent/WeKnora/pull/578
  • feat: add retrieve KB only when mentioned option by @lyingbug in https://github.com/Tencent/WeKnora/pull/579
  • fix: replace dots with underscores in MCP tool names (#528) by @lyingbug in https://github.com/Tencent/WeKnora/pull/580
  • chore: Update PostgreSQL image version to v0.21.4-pg17 by @begoniezhao in https://github.com/Tencent/WeKnora/pull/582
  • feat: add matched question field to FAQ search results by @lyingbug in https://github.com/Tencent/WeKnora/pull/581
  • fix(frontend): hide upload mask when drag leaves window by @jlau-ice in https://github.com/Tencent/WeKnora/pull/583

New Contributors

  • @MEKXH made their first contribution in https://github.com/Tencent/WeKnora/pull/578
  • @jlau-ice made their first contribution in https://github.com/Tencent/WeKnora/pull/583

Full Changelog: https://github.com/Tencent/WeKnora/compare/v0.2.11...v0.2.12

View release on GitHub
v0.2.11 Security relevant
Security fixes
  • Fix SQL injection vulnerabilities
  • Fix SSRF vulnerabilities
Notable features
  • Add thinking mode support for agents
  • Centralize environment variables into config module
View release on GitHub
v0.2.10 Security relevant
Security fixes
  • Critical vulnerability V-001 fixed
Notable features
  • Google web search provider
  • Knowledge categorization feature
View release on GitHub
v0.2.9 Bug fix

Minor fixes and improvements.

Full changelog

What's Changed

  • chore: update comments and documentation for SequentialThinkingTool by @begoniezhao in https://github.com/Tencent/WeKnora/pull/519
  • feat: 改进未分类标签的处理逻辑 by @lyingbug in https://github.com/Tencent/WeKnora/pull/520
  • refactor: 统一标签列表渲染逻辑，移除重复的未分类标签处理代码 by @lyingbug in https://github.com/Tencent/WeKnora/pull/522
  • feat: add download_spatial target and DuckDB spatial extension handling by @begoniezhao in https://github.com/Tencent/WeKnora/pull/523
  • Replace模式清理未使用标签 by @lyingbug in https://github.com/Tencent/WeKnora/pull/524
  • feat: 支持复制知识库时指定任务ID by @lyingbug in https://github.com/Tencent/WeKnora/pull/525

Full Changelog: https://github.com/Tencent/WeKnora/compare/v0.2.8...v0.2.9

View release on GitHub

Beta — feedback welcome: [email protected]