Onyx AI v3.3.4 Desktop App

Onyx AI is an open-source AI platform designed to connect large language models with your own data, apps, and workflows. Instead of relying only on generic AI knowledge, it allows you to build a system that understands your internal documents, tools, and processes.

It can function as:

• An AI assistant for teams

• A knowledge search engine

• A platform for building custom AI agents

In simple terms, Onyx AI acts like a private, customizable version of tools similar to ChatGPT, but with deeper control over data and behavior.

If you are exploring powerful alternatives to mainstream AI tools, Onyx AI is quickly gaining attention as a flexible and developer-friendly solution. Built with a strong focus on customization, data integration, and self-hosting, Onyx AI goes beyond a simple chatbot and positions itself as a full AI workspace.

Download Onyx AI v3.3.4 Desktop App - Software Mirrors
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Onyx AI v3.3.4 Desktop App Release Notes: What's Changed feat(slack-bot): make agent selector searchable by @nmgarza5 in https://github.com/onyx-dot-app/onyx/pull/10036 feat(helm): add API and heavy worker ServiceMonitors by @nmgarza5 in https://github.com/onyx-dot-app/onyx/pull/10025 chore(devtools): introduce a .devcontainer by @jmelahman in https://github.com/onyx-dot-app/onyx/pull/10035 chore(devtools): upgrade ods: 0.7.3->0.7.4 by @jmelahman in https://github.com/onyx-dot-app/onyx/pull/10039 chore(devtools): devcontainer allows go and rust repos by @jmelahman in https://github.com/onyx-dot-app/onyx/pull/10041 fix: jira bulk issue fetch batching by @evan-onyx in https://github.com/onyx-dot-app/onyx/pull/10044 feat(federated): full thread replies + direct URL fetch in Slack search by @nmgarza5 in https://github.com/onyx-dot-app/onyx/pull/9940 feat(helm): add OpenSearch and Redis queues Grafana dashboards by @nmgarza5 in https://github.com/onyx-dot-app/onyx/pull/10042 fix(fe): Query History table has constrained column size by @jmelahman in https://github.com/onyx-dot-app/onyx/pull/10047 fix(chat): hide ModelSelector in search mode by @nmgarza5 in https://github.com/onyx-dot-app/onyx/pull/10052 chore(devtools): improve devcontainer usability w/ rootless docker by @jmelahman in https://github.com/onyx-dot-app/onyx/pull/10054 fix(LLM config): resolve API Key before fetching models by @jmelahman in https://github.com/onyx-dot-app/onyx/pull/10056 feat: google drive error resolution by @evan-onyx in https://github.com/onyx-dot-app/onyx/pull/9842 feat: add logos for embedding providers (Cohere, Nomic, Voyage) to @opal/logos by @raunakab in https://github.com/onyx-dot-app/onyx/pull/10034 chore(devtools): upgrade ods: 0.7.4->0.7.5 by @jmelahman in https://github.com/onyx-dot-app/onyx/pull/10060 fix(license): exclude service account users from seat count by @nmgarza5 in https://github.com/onyx-dot-app/onyx/pull/10053 feat: opalified Divider by @raunakab in https://github.com/onyx-dot-app/onyx/pull/10063 fix(scim): add advisory lock to prevent seat limit race condition by @nmgarza5 in https://github.com/onyx-dot-app/onyx/pull/10048 chore(deps): bump lodash from 4.17.23 to 4.18.1 in /web by @dependabot[bot] in https://github.com/onyx-dot-app/onyx/pull/9901 fix(mcp): prevent masked OAuth credentials from being stored on re-auth by @jmelahman in https://github.com/onyx-dot-app/onyx/pull/10066 fix(mcp): route OAuth callback to web server instead of MCP server by @jmelahman in https://github.com/onyx-dot-app/onyx/pull/10071 fix: italicize proper nouns in modal titles by @raunakab in https://github.com/onyx-dot-app/onyx/pull/10073 fix(mcp): add Ingress route for OAuth callback to reach web server by @jmelahman in https://github.com/onyx-dot-app/onyx/pull/10074 fix(chat): model selection + multi-model follow-up correctness by @nmgarza5 in https://github.com/onyx-dot-app/onyx/pull/10075 feat: add padding API to Divider by @raunakab in https://github.com/onyx-dot-app/onyx/pull/10077 chore(devtools): rm docker socket from devcontainer by @jmelahman in https://github.com/onyx-dot-app/onyx/pull/10079 feat(chat): smooth character-level streaming by @nmgarza5 in https://github.com/onyx-dot-app/onyx/pull/10076 Revert "feat(chat): smooth character-level streaming" by @nmgarza5 in https://github.com/onyx-dot-app/onyx/pull/10083 fix(copy-button): fall back when Clipboard API unavailable by @jmelahman in https://github.com/onyx-dot-app/onyx/pull/10080 chore: remove Knowledge Graph admin page by @raunakab in https://github.com/onyx-dot-app/onyx/pull/10110 refactor: migrate refresh-components/Separator and refresh-components/Divider to @opal/components.Divider by @raunakab in https://github.com/onyx-dot-app/onyx/pull/10064 feat(chat): smooth character-level streaming by @nmgarza5 in https://github.com/onyx-dot-app/onyx/pull/10093 chore(indexing): Add tests for current document chunking by @Danelegend in https://github.com/onyx-dot-app/onyx/pull/10086 chore: remove top-level Formik from ChatPreferencesPage by @raunakab in https://github.com/onyx-dot-app/onyx/pull/10112 chore(indexing): Add kind enum to Section model by @Danelegend in https://github.com/onyx-dot-app/onyx/pull/10092 chore(deps): bump j178/prek-action from 1.1.1 to 2.0.1 by @dependabot[bot] in https://github.com/onyx-dot-app/onyx/pull/10120 feat(chat): scrollable tables with overflow fade by @nmgarza5 in https://github.com/onyx-dot-app/onyx/pull/10097 fix(chat): isolate multi-model streaming errors to their panels by @nmgarza5 in https://github.com/onyx-dot-app/onyx/pull/10113 chore(deps): bump actions/download-artifact from 8.0.0 to 8.0.1 by @dependabot[bot] in https://github.com/onyx-dot-app/onyx/pull/10122 fix: welcome message alignment in chrome extension/desktop by @nmgarza5 in https://github.com/onyx-dot-app/onyx/pull/10094 Add Datadog admission opt-out label to sandbox pods by @alex000kim in https://github.com/onyx-dot-app/onyx/pull/10040 chore(deletion): Cleanup log by @justin-tahara in https://github.com/onyx-dot-app/onyx/pull/10133 fix(deletion): Handle Null Connector Properly by @justin-tahara in https://github.com/onyx-dot-app/onyx/pull/10131 feat(admin): add global multi-model chat toggle by @nmgarza5 in https://github.com/onyx-dot-app/onyx/pull/10132 fix: CLAUDE.md incorrect task info by @evan-onyx in https://github.com/onyx-dot-app/onyx/pull/10116 refactor(indexing): Split document chunking into section-based strategies by @Danelegend in https://github.com/onyx-dot-app/onyx/pull/10087 chore(deps): bump astral-sh/setup-uv from 7.6.0 to 8.0.0 by @dependabot[bot] in https://github.com/onyx-dot-app/onyx/pull/10121 fix(chat): disable Deep Research in multi-model mode (ENG-4009) by @nmgarza5 in https://github.com/onyx-dot-app/onyx/pull/10126 chore(deps): bump next from 16.1.7 to 16.2.3 in /examples/widget by @dependabot[bot] in https://github.com/onyx-dot-app/onyx/pull/10125 refactor: rename nonInteractive to withLabel in input layouts by @raunakab in https://github.com/onyx-dot-app/onyx/pull/10117 chore(deps): bump pillow from 12.1.1 to 12.2.0 by @dependabot[bot] in https://github.com/onyx-dot-app/onyx/pull/10129 fix(widget): surface descriptive error for trial account 429 by @nmgarza5 in https://github.com/onyx-dot-app/onyx/pull/10141 chore(admin): rework chat preferences page layout by @nmgarza5 in https://github.com/onyx-dot-app/onyx/pull/10143 chore(ci): disable automatic Greptile reviews on push by @nmgarza5 in https://github.com/onyx-dot-app/onyx/pull/10146 feat(indexing): add error_type to index_attempt_errors by @nmgarza5 in https://github.com/onyx-dot-app/onyx/pull/10134 chore(deps-dev): bump pypdf from 6.9.2 to 6.10.0 by @dependabot[bot] in https://github.com/onyx-dot-app/onyx/pull/10070 chore(deps): bump lodash from 4.17.23 to 4.18.1 in /backend/onyx/server/features/build/sandbox/kubernetes/docker/templates/outputs/web by @dependabot[bot] in https://github.com/onyx-dot-app/onyx/pull/9937 chore(deps): bump pytest from 8.3.5 to 9.0.3 in /backend/requirements by @dependabot[bot] in https://github.com/onyx-dot-app/onyx/pull/10124 chore(deps-dev): bump black from 25.1.0 to 26.3.1 by @dependabot[bot] in https://github.com/onyx-dot-app/onyx/pull/9313 chore(deps): bump @hono/node-server from 1.19.10 to 1.19.13 in /backend/onyx/server/features/build/sandbox/kubernetes/docker/templates/outputs/web by @dependabot[bot] in https://github.com/onyx-dot-app/onyx/pull/9985 chore(deps): bump next from 16.1.7 to 16.2.3 in /backend/onyx/server/features/build/sandbox/kubernetes/docker/templates/outputs/web by @dependabot[bot] in https://github.com/onyx-dot-app/onyx/pull/10062 chore(deps): bump lodash-es from 4.17.23 to 4.18.1 in /web by @dependabot[bot] in https://github.com/onyx-dot-app/onyx/pull/9858 feat(metrics): Wire Promtheus Metrics for Light Worker by @justin-tahara in https://github.com/onyx-dot-app/onyx/pull/10148 fix: confluence 504 retry with smaller page size by @evan-onyx in https://github.com/onyx-dot-app/onyx/pull/10147 chore(deps): bump cryptography from 46.0.6 to 46.0.7 by @dependabot[bot] in https://github.com/onyx-dot-app/onyx/pull/10012 fix(pruning): Adjust Prometheus histogram buckets for pruning metrics by @Bo-Onyx in https://github.com/onyx-dot-app/onyx/pull/10155 fix(pruning): Commit hierarchy node upserts atomically in pruning by @Bo-Onyx in https://github.com/onyx-dot-app/onyx/pull/10156 fix(pruning): Release DB connection before connector enumeration in pruning by @Bo-Onyx in https://github.com/onyx-dot-app/onyx/pull/10154 fix: properly refresh settings/ee settings on license upload success by @wenxi-onyx in https://github.com/onyx-dot-app/onyx/pull/10158 chore(deps): bump hono from 4.12.7 to 4.12.12 in /backend/onyx/server/features/build/sandbox/kubernetes/docker/templates/outputs/web by @dependabot[bot] in https://github.com/onyx-dot-app/onyx/pull/9986 feat(metrics): Add Deletion-specific Prometheus Metrics by @justin-tahara in https://github.com/onyx-dot-app/onyx/pull/10157 fix: show correct knowledge toggle status on agent edit page by @wenxi-onyx in https://github.com/onyx-dot-app/onyx/pull/10151 chore(pruning): Add Celery task queue wait time metric by @Bo-Onyx in https://github.com/onyx-dot-app/onyx/pull/10161 fix: llm popover should refresh on admin provider edit by @wenxi-onyx in https://github.com/onyx-dot-app/onyx/pull/10152 fix(google): handle JSON credential payloads in KV storage (@jack-larch) by @wenxi-onyx in https://github.com/onyx-dot-app/onyx/pull/10160 refactor: opalify input layouts with trinary withLabel prop by @raunakab in https://github.com/onyx-dot-app/onyx/pull/10144 fix(files): Lower log level on file store cache miss by @Danelegend in https://github.com/onyx-dot-app/onyx/pull/10164 fix: document set name patch by @evan-onyx in https://github.com/onyx-dot-app/onyx/pull/10162 chore(deps-dev): bump langchain-core from 1.2.22 to 1.2.28 by @dependabot[bot] in https://github.com/onyx-dot-app/onyx/pull/10010 fix: use static provider list instead of querying be by @wenxi-onyx in https://github.com/onyx-dot-app/onyx/pull/10166 chore(deps): bump alembic from 1.10.4 to 1.18.4 in /backend by @dependabot[bot] in https://github.com/onyx-dot-app/onyx/pull/9768 feat(notifications): announce upcoming group-based permissions migration by @Subash-Mohan in https://github.com/onyx-dot-app/onyx/pull/10178 refactor: replace Radix Slot with div wrapper in @opal/core.Disabled by @raunakab in https://github.com/onyx-dot-app/onyx/pull/10119 fix(llm): Fix the Auto Fetch workflow by @justin-tahara in https://github.com/onyx-dot-app/onyx/pull/10181 fix: auth logout modal on fresh load by @wenxi-onyx in https://github.com/onyx-dot-app/onyx/pull/10007 fix(chat): speed up text gen by @nmgarza5 in https://github.com/onyx-dot-app/onyx/pull/10186 chore(fe): Toast logs to the console by default in dev by @jmelahman in https://github.com/onyx-dot-app/onyx/pull/10183 fix(chat): eliminate long-lived DB session in multi-model worker threads by @nmgarza5 in https://github.com/onyx-dot-app/onyx/pull/10159 fix: text shimmer animation nice and fast by @wenxi-onyx in https://github.com/onyx-dot-app/onyx/pull/10184 chore(opensearch): Add debug log for when the migration task releases its lock by @acaprau in https://github.com/onyx-dot-app/onyx/pull/10190 fix: uploaded files as knowledge source by @evan-onyx in https://github.com/onyx-dot-app/onyx/pull/10167 chore(deps): upgrade python patch version in docker by @jmelahman in https://github.com/onyx-dot-app/onyx/pull/10192 chore(deps): upgrade playwright: 1.55.0->1.58.0 by @jmelahman in https://github.com/onyx-dot-app/onyx/pull/10194 fix(pruning): Skip Permission Sync During Google Drive Pruning by @Bo-Onyx in https://github.com/onyx-dot-app/onyx/pull/10185 feat(indexing): Add TabularSection by @Danelegend in https://github.com/onyx-dot-app/onyx/pull/10095 chore(deps): bump next from 16.1.7 to 16.2.3 in /web by @dependabot[bot] in https://github.com/onyx-dot-app/onyx/pull/10195 fix(chat): render inline citation chips in multi-model panels by @nmgarza5 in https://github.com/onyx-dot-app/onyx/pull/10196 feat(indexing): capture swallowed per-doc exceptions in Sentry by @nmgarza5 in https://github.com/onyx-dot-app/onyx/pull/10149 chore(devtools): install java runtime into devcontainer by @jmelahman in https://github.com/onyx-dot-app/onyx/pull/10197 feat: add ref forwarding to input layout components by @raunakab in https://github.com/onyx-dot-app/onyx/pull/10206 fix(fe): handle file attachment overflow by @jmelahman in https://github.com/onyx-dot-app/onyx/pull/10211 feat(indexing): add diagnostic logging to check_for_indexing beat task by @nmgarza5 in https://github.com/onyx-dot-app/onyx/pull/10200 feat: opalify Tooltip component, migrate all consumers by @raunakab in https://github.com/onyx-dot-app/onyx/pull/10210 fix(chat): fix fade gradient missing on last multi-model panel by @nmgarza5 in https://github.com/onyx-dot-app/onyx/pull/10199 fix(chat): disable hover/pointer states on multi-model panels during streaming by @nmgarza5 in https://github.com/onyx-dot-app/onyx/pull/10202 fix(chat): keep model selector popover open until max models reached by @nmgarza5 in https://github.com/onyx-dot-app/onyx/pull/10203 feat(indexing): add admin API for failed documents by @nmgarza5 in https://github.com/onyx-dot-app/onyx/pull/10204 feat(indexing): notify admins when connector enters repeated error state by @nmgarza5 in https://github.com/onyx-dot-app/onyx/pull/10207 fix(ollama): always include model tag in display name by @jmelahman in https://github.com/onyx-dot-app/onyx/pull/10218 fix(voice): send TTS text in POST body instead of query params by @nmgarza5 in https://github.com/onyx-dot-app/onyx/pull/10213 feat(monitoring): add local Prometheus + Grafana docker-compose stack by @nmgarza5 in https://github.com/onyx-dot-app/onyx/pull/9627 chore(deps): bump transformers from 4.53.0 to 5.5.4 by @dependabot[bot] in https://github.com/onyx-dot-app/onyx/pull/9987 chore(tests): avoid openapi client import in tests by @jmelahman in https://github.com/onyx-dot-app/onyx/pull/10220 feat(pruning): pruning grafana dashboard for single tenant by @Bo-Onyx in https://github.com/onyx-dot-app/onyx/pull/10208 feat(metrics): replace pull-based connector metrics with push-based for multi-tenant by @nmgarza5 in https://github.com/onyx-dot-app/onyx/pull/10189 chore(devtools): connect databases and github remote to devcontainer by @jmelahman in https://github.com/onyx-dot-app/onyx/pull/10222 feat(indexing): CSV Chunker - Field-Value Implementation by @Danelegend in https://github.com/onyx-dot-app/onyx/pull/10099 feat(canvas): checkpoint logic (3/4) by @benwu408 in https://github.com/onyx-dot-app/onyx/pull/9807 fix(chat): only header click selects preferred in multi-model panels by @nmgarza5 in https://github.com/onyx-dot-app/onyx/pull/10198 fix(chat): snap typewriter to full content on tab re-focus by @nmgarza5 in https://github.com/onyx-dot-app/onyx/pull/10226 fix(chat): hide incomplete citation links during streaming by @nmgarza5 in https://github.com/onyx-dot-app/onyx/pull/10224 feat: opalify MessageCard by @raunakab in https://github.com/onyx-dot-app/onyx/pull/10223 fix(xlsx): Openpyxl Formatting Issues by @justin-tahara in https://github.com/onyx-dot-app/onyx/pull/10230 feat(connectors): Connectors output TabularSections for tabular files by @Danelegend in https://github.com/onyx-dot-app/onyx/pull/10096 fix(pruning): GitHub connector pruning timeout via SlimConnector by @Bo-Onyx in https://github.com/onyx-dot-app/onyx/pull/10205 fix(pruning): Resolve hierarchy node FK error for Confluence and Notion by @Bo-Onyx in https://github.com/onyx-dot-app/onyx/pull/10235 feat(mt): Infra setup for Redis Set (1/3) by @justin-tahara in https://github.com/onyx-dot-app/onyx/pull/10209 fix(deletion): Commit Session in per-doc cleanup by @justin-tahara in https://github.com/onyx-dot-app/onyx/pull/10193 fix(model-server): add missing onyx/configs to Dockerfile for sentry support by @nmgarza5 in https://github.com/onyx-dot-app/onyx/pull/10236 feat(metrics): add connector_name label to push-based connector metrics by @nmgarza5 in https://github.com/onyx-dot-app/onyx/pull/10237 fix: invert already_existed logic in ingestion API response by @jaffarkeikei in https://github.com/onyx-dot-app/onyx/pull/9999 chore(helm): update Grafana dashboard for new push-based metric names by @nmgarza5 in https://github.com/onyx-dot-app/onyx/pull/10238 chore(tests): remove defunct test_litellm_embedding by @jmelahman in https://github.com/onyx-dot-app/onyx/pull/10244 chore(deps): bump langsmith from 0.3.45 to 0.7.31 in /backend/requirements by @dependabot[bot] in https://github.com/onyx-dot-app/onyx/pull/10250 chore(deps): bump hono from 4.12.12 to 4.12.14 in /backend/onyx/server/features/build/sandbox/kubernetes/docker/templates/outputs/web by @dependabot[bot] in https://github.com/onyx-dot-app/onyx/pull/10252 chore(python): replace mypy with ty by @jmelahman in https://github.com/onyx-dot-app/onyx/pull/10256 chore(deps): bump dompurify from 3.3.2 to 3.4.0 in /widget by @dependabot[bot] in https://github.com/onyx-dot-app/onyx/pull/10253 feat(celery): Monitoring for Primary Worker by @justin-tahara in https://github.com/onyx-dot-app/onyx/pull/10257 fix(helm): increase proxy timeouts to prevent HTTP/2 stream resets by @nmgarza5 in https://github.com/onyx-dot-app/onyx/pull/10247 chore(pre-commit): add ty hook by @jmelahman in https://github.com/onyx-dot-app/onyx/pull/10263 chore(search): Search API load test script by @acaprau in https://github.com/onyx-dot-app/onyx/pull/10248 fix(metrics): move in_progress emission from subprocess to watchdog thread by @nmgarza5 in https://github.com/onyx-dot-app/onyx/pull/10249 fix(openpyxl): Adding support for xlsm by @justin-tahara in https://github.com/onyx-dot-app/onyx/pull/10261 chore(python): fix ty warnings by @jmelahman in https://github.com/onyx-dot-app/onyx/pull/10265 chore(opensearch): Add option to conditionally disable migration task by @acaprau in https://github.com/onyx-dot-app/onyx/pull/10260 feat(indexing): Sheet descriptor chunk for tabular indexing by @Danelegend in https://github.com/onyx-dot-app/onyx/pull/10245 feat(mt): Writer Hooks for tenant work gating (2/3) by @justin-tahara in https://github.com/onyx-dot-app/onyx/pull/10246 chore(devcontainer): pre-seed known_hosts, install build-essentials by @jmelahman in https://github.com/onyx-dot-app/onyx/pull/10266 chore(playwright): always hide the text under the onyx-logo by @jmelahman in https://github.com/onyx-dot-app/onyx/pull/10267 fix(mt): Tighten tenant work-gating writer hooks (2.5/3) by @justin-tahara in https://github.com/onyx-dot-app/onyx/pull/10268 chore(ci): bump docker/setup-buildx-action to v4 and docker/build-push-action to v7 by @nmgarza5 in https://github.com/onyx-dot-app/onyx/pull/10270 feat(img): Editing User Uploaded Images by @Danelegend in https://github.com/onyx-dot-app/onyx/pull/10264 feat(opal): add SvgVector icon by @raunakab in https://github.com/onyx-dot-app/onyx/pull/10274 feat(indexing): Total descriptor chunk emitted during Tabular Indexing by @Danelegend in https://github.com/onyx-dot-app/onyx/pull/10259 feat(anthropic): include Opus 4.7 in recommended models by @jmelahman in https://github.com/onyx-dot-app/onyx/pull/10273 feat(connectors): convert Gong connector from poll to checkpointed by @nmgarza5 in https://github.com/onyx-dot-app/onyx/pull/10258 fix(logos): github logo displays correctly in dark mode by @jmelahman in https://github.com/onyx-dot-app/onyx/pull/10269 fix(pruning): Add pruning dashboard panels and reorder layout by @Bo-Onyx in https://github.com/onyx-dot-app/onyx/pull/10279 chore(deps): bump pypdf from 6.10.0 to 6.10.2 in /backend/requirements by @dependabot[bot] in https://github.com/onyx-dot-app/onyx/pull/10287 chore(deps): bump mako from 1.2.4 to 1.3.11 in /backend/requirements by @dependabot[bot] in https://github.com/onyx-dot-app/onyx/pull/10286 feat(opal): add LinkButton component by @raunakab in https://github.com/onyx-dot-app/onyx/pull/10275 fix: gmail datetime parsing on unexpected values by @wenxi-onyx in https://github.com/onyx-dot-app/onyx/pull/10290 fix(llm-selector): show each provider instance as its own group by @jmelahman in https://github.com/onyx-dot-app/onyx/pull/10292 chore(deps): bump authlib from 1.6.9 to 1.6.11 by @dependabot[bot] in https://github.com/onyx-dot-app/onyx/pull/10293 fix(image): Cap Uploaded File Image Count by @justin-tahara in https://github.com/onyx-dot-app/onyx/pull/10298 feat(opal): opalify ExpandableCard by @raunakab in https://github.com/onyx-dot-app/onyx/pull/10276 refactor: migrate EmptyMessage to @opal/components.EmptyMessageCard by @raunakab in https://github.com/onyx-dot-app/onyx/pull/10302 fix(pruning): Google Drive Connector - Skip redundant folder metadata calls for orphaned folders by @Bo-Onyx in https://github.com/onyx-dot-app/onyx/pull/10304 fix(fe): LineItem can disable icon stroke by @jmelahman in https://github.com/onyx-dot-app/onyx/pull/10289 refactor: migrate ActionsLayouts to @opal/layouts's CardLayout.Header by @raunakab in https://github.com/onyx-dot-app/onyx/pull/10301 fix(web): Sentry Token Check by @justin-tahara in https://github.com/onyx-dot-app/onyx/pull/10310 fix: chat preferences page spacing and layout cleanup by @raunakab in https://github.com/onyx-dot-app/onyx/pull/10317 refactor: Update toast notifications look and feel by @raunakab in https://github.com/onyx-dot-app/onyx/pull/10320 fix: zuplip temp dir init by @wenxi-onyx in https://github.com/onyx-dot-app/onyx/pull/10324 fix(deps): install transitive vertexai dependency by @jmelahman in https://github.com/onyx-dot-app/onyx/pull/10328 refactor: Rename /admin/configuration/llm to /admin/configuration/language-models by @raunakab in https://github.com/onyx-dot-app/onyx/pull/10327 feat: add document sets to mcp server options by @wenxi-onyx in https://github.com/onyx-dot-app/onyx/pull/10322 fix: s3 test assertion by @wenxi-onyx in https://github.com/onyx-dot-app/onyx/pull/10329 feat(opensearch): Add option to disable Vespa and run Onyx with only OpenSearch by @acaprau in https://github.com/onyx-dot-app/onyx/pull/10330 fix(xlsx): Additional fixes for mime types by @justin-tahara in https://github.com/onyx-dot-app/onyx/pull/10331 fix(metrics): Adding in hostname by @justin-tahara in https://github.com/onyx-dot-app/onyx/pull/10335 fix(pruning): Fix SharePoint sp_tenant_domain not resolved for client secret auth with site pages by @Bo-Onyx in https://github.com/onyx-dot-app/onyx/pull/10326 feat(mt): Tenant work-gating gate + metrics (3/3) by @justin-tahara in https://github.com/onyx-dot-app/onyx/pull/10281 chore(gha): skip ty pre-commit in CI by @jmelahman in https://github.com/onyx-dot-app/onyx/pull/10337 chore(devtools): ods web installs node_modules on init by @jmelahman in https://github.com/onyx-dot-app/onyx/pull/10046 Fix: mcp langfuse tracing and Jira adf parsing by @aserafin-mtt in https://github.com/onyx-dot-app/onyx/pull/10314 chore(lint): run shellcheck in pre-commit by @jmelahman in https://github.com/onyx-dot-app/onyx/pull/10043 feat(opensearch): Allow optional disabling of SSL to OpenSearch via env var by @acaprau in https://github.com/onyx-dot-app/onyx/pull/10339 refactor: replace raw Card+Content message patterns with @opal/components.MessageCard by @raunakab in https://github.com/onyx-dot-app/onyx/pull/10342 feat(opal): Update API for LineItemButton by @raunakab in https://github.com/onyx-dot-app/onyx/pull/10345 chore(metrics): Adding in calles for metrics by @justin-tahara in https://github.com/onyx-dot-app/onyx/pull/10343 refactor(opal): remove -Variant suffix from component props by @raunakab in https://github.com/onyx-dot-app/onyx/pull/10348 chore(embedding): Add Prometheus metrics for embedding telemetry by @acaprau in https://github.com/onyx-dot-app/onyx/pull/10295 chore(opensearch): Add update and get index settings, and open/close index methods to client by @acaprau in https://github.com/onyx-dot-app/onyx/pull/10297 fix(docs): Adding Partial Index by @justin-tahara in https://github.com/onyx-dot-app/onyx/pull/10349 fix(openpyxl): There is no item named issue by @justin-tahara in https://github.com/onyx-dot-app/onyx/pull/10360 fix(redis): update_sync_record_status cleanup by @justin-tahara in https://github.com/onyx-dot-app/onyx/pull/10344 refactor: update ModelListContent to use LineItemButton by @raunakab in https://github.com/onyx-dot-app/onyx/pull/10346 fix(pruning): WEB connector pruning timeout by implementing SlimConnector by @Bo-Onyx in https://github.com/onyx-dot-app/onyx/pull/10350 fix: consolidate Button/ and button/ case-split for Linux builds by @Mberga14 in https://github.com/onyx-dot-app/onyx/pull/10355 fix(external-group-sync): batch upsert + commit before API calls by @justin-tahara in https://github.com/onyx-dot-app/onyx/pull/10364 feat(chart): allow extra manifests for chart flexibility by @Mberga14 in https://github.com/onyx-dot-app/onyx/pull/10356 chore(sentry): make trace sample rates env-configurable, default celery to 0 by @justin-tahara in https://github.com/onyx-dot-app/onyx/pull/10374 fix(gong): move call-details retry into checkpoint state instead of blocking by @nmgarza5 in https://github.com/onyx-dot-app/onyx/pull/10369 fix(pruning): Google Drive Connector - cache orphaned ancestor paths to skip redundant folder walks by @Bo-Onyx in https://github.com/onyx-dot-app/onyx/pull/10376 fix(files): harden authorization on chat file downloads by @jmelahman in https://github.com/onyx-dot-app/onyx/pull/10380 fix(xlsx): Stream excel extraction to reduce peak memory by @Danelegend in https://github.com/onyx-dot-app/onyx/pull/10375 fix(desktop): check if backend server is available on start by @jmelahman in https://github.com/onyx-dot-app/onyx/pull/10389 chore(deps): bump tauri-apps/tauri-action from 0.6.1 to 0.6.2 by @dependabot[bot] in https://github.com/onyx-dot-app/onyx/pull/10383 chore(deps): bump actions/setup-go from 6.1.0 to 6.4.0 by @dependabot[bot] in https://github.com/onyx-dot-app/onyx/pull/10385 chore(devtools): set env which allows api_server to run by @jmelahman in https://github.com/onyx-dot-app/onyx/pull/10396 fix(xlsx): Hard limit on num cells by @Danelegend in https://github.com/onyx-dot-app/onyx/pull/10377 feat(indexing): Add file_id to Document model by @Danelegend in https://github.com/onyx-dot-app/onyx/pull/10299 feat(indexing): Stage file callback for connectors by @Danelegend in https://github.com/onyx-dot-app/onyx/pull/10300 fix(pruning): SharePoint Connector - fix pruning crash on site page 401 + permission validation by @Bo-Onyx in https://github.com/onyx-dot-app/onyx/pull/10397 fix(pdf): Allowing Image Extraction from PDF files by @justin-tahara in https://github.com/onyx-dot-app/onyx/pull/10395 feat(indexing): Stage files in docprocessing by @Danelegend in https://github.com/onyx-dot-app/onyx/pull/10338 chore: perm sync metrics by @evan-onyx in https://github.com/onyx-dot-app/onyx/pull/10351 refactor(auth): run disposable-email check before captcha on signup by @nmgarza5 in https://github.com/onyx-dot-app/onyx/pull/10404 fix(db): add missing FK indexes for hot celery worker tables by @justin-tahara in https://github.com/onyx-dot-app/onyx/pull/10363 feat(auth): require v3 score in captcha verification by @nmgarza5 in https://github.com/onyx-dot-app/onyx/pull/10403 fix(llm): Model reasoning returning None by @Danelegend in https://github.com/onyx-dot-app/onyx/pull/10400 feat(security): redis-backed rate limits for admin invite endpoints by @nmgarza5 in https://github.com/onyx-dot-app/onyx/pull/10379 feat(auth): add USER_DIRECTORY_ADMIN_ONLY flag to gate /users by @jmelahman in https://github.com/onyx-dot-app/onyx/pull/10399 feat(auth): reCAPTCHA cookie flow gating Google OAuth callback by @nmgarza5 in https://github.com/onyx-dot-app/onyx/pull/10381 fix(security): enforce chat session ownership on stop endpoint by @jmelahman in https://github.com/onyx-dot-app/onyx/pull/10413 feat(auth): Redis replay cache on captcha tokens by @nmgarza5 in https://github.com/onyx-dot-app/onyx/pull/10402 chore(opensearch): Debug script can get and set settings from/to, and open, close an index by @acaprau in https://github.com/onyx-dot-app/onyx/pull/10408 feat(auth): per-IP rate limit on /auth/register by @nmgarza5 in https://github.com/onyx-dot-app/onyx/pull/10405 chore(deps): bump actions/upload-artifact from 7.0.0 to 7.0.1 by @dependabot[bot] in https://github.com/onyx-dot-app/onyx/pull/10386 feat(opal): add SvgNoImage and SvgSlowTime icons by @raunakab in https://github.com/onyx-dot-app/onyx/pull/10420 fix: unchanged client id not set in backend by @evan-onyx in https://github.com/onyx-dot-app/onyx/pull/10419 feat(llm-context): Add ods install-skill to wire up llm context skills by @Bo-Onyx in https://github.com/onyx-dot-app/onyx/pull/10418 feat(invites): add tenant_invite_event table to cap trial tenant lifetime invites by @nmgarza5 in https://github.com/onyx-dot-app/onyx/pull/10373 fix(opal): keep expandable card separator line default border color by @raunakab in https://github.com/onyx-dot-app/onyx/pull/10423 feat(opal): add headerPadding prop + wire status border on MessageCard by @raunakab in https://github.com/onyx-dot-app/onyx/pull/10424 refactor(opal): add headerPadding prop to Card.Header layout by @raunakab in https://github.com/onyx-dot-app/onyx/pull/10425 chore(deps): bump mcp from 1.26.0 to 1.27.0 in /backend by @dependabot[bot] in https://github.com/onyx-dot-app/onyx/pull/10384 chore(deps): bump yarl from 1.22.0 to 1.23.0 in /backend by @dependabot[bot] in https://github.com/onyx-dot-app/onyx/pull/10387 refactor(opal): add root.css with library-owned size tokens by @raunakab in https://github.com/onyx-dot-app/onyx/pull/10427 chore(deps): bump brace-expansion in /web by @dependabot[bot] in https://github.com/onyx-dot-app/onyx/pull/10426 refactor(refresh-components): underline Tab variant, Text color inherit, LineItem wrapDescription by @raunakab in https://github.com/onyx-dot-app/onyx/pull/10430 chore(deps): rm ddtrace by @dependabot[bot] in https://github.com/onyx-dot-app/onyx/pull/10382 fix: add missing headerPadding="sm" to all CardLayout.Header consumers by @raunakab in https://github.com/onyx-dot-app/onyx/pull/10433 chore(deps): bump rustls-webpki from 0.103.10 to 0.103.12 in /desktop/src-tauri by @dependabot[bot] in https://github.com/onyx-dot-app/onyx/pull/10394 fix(pruning): Set pruning frequency default to 25 days and establish backend as source of truth by @Bo-Onyx in https://github.com/onyx-dot-app/onyx/pull/10431 chore(indexing): remove multilingual_expansion from search settings by @jessicasingh7 in https://github.com/onyx-dot-app/onyx/pull/10282 chore(tests): run test_run_multitenant_migrations.py w/ database tests by @jmelahman in https://github.com/onyx-dot-app/onyx/pull/10438 fix: kill hung task from watchdog by @evan-onyx in https://github.com/onyx-dot-app/onyx/pull/10439 chore(deps-dev): bump python-dotenv from 1.1.1 to 1.2.2 by @dependabot[bot] in https://github.com/onyx-dot-app/onyx/pull/10422 fix(files): Add img generated files to user accessible by @Danelegend in https://github.com/onyx-dot-app/onyx/pull/10434 feat(indexing): Delete associated document files on doc delete by @Danelegend in https://github.com/onyx-dot-app/onyx/pull/10347 feat(auth): migrate reCAPTCHA to Enterprise Assessment API by @nmgarza5 in https://github.com/onyx-dot-app/onyx/pull/10428 chore(deps-dev): bump python-multipart from 0.0.22 to 0.0.26 by @dependabot[bot] in https://github.com/onyx-dot-app/onyx/pull/10233 feat(auth): gate /auth/login with captcha by @nmgarza5 in https://github.com/onyx-dot-app/onyx/pull/10437 refactor(opal): remove topRightChildren from Card.Header by @raunakab in https://github.com/onyx-dot-app/onyx/pull/10441 fix(llm): Fields unexpectedly None in llm model object by @Danelegend in https://github.com/onyx-dot-app/onyx/pull/10452 feat(indexing): Delete orphan staging indexing doc files by @Danelegend in https://github.com/onyx-dot-app/onyx/pull/10453 feat: queued messages by @wenxi-onyx in https://github.com/onyx-dot-app/onyx/pull/10451 fix(mcp): normalize empty parameters schema for Azure OpenAI by @justin-tahara in https://github.com/onyx-dot-app/onyx/pull/10455 fix: preserve DCR fields on server update by @evan-onyx in https://github.com/onyx-dot-app/onyx/pull/10450 feat(connectors): Save tabular files in Google Drive Connector by @Danelegend in https://github.com/onyx-dot-app/onyx/pull/10378 feat(search): Pull associated files for internal search docs by @Danelegend in https://github.com/onyx-dot-app/onyx/pull/10444 feat: Admin page cleanup by @raunakab in https://github.com/onyx-dot-app/onyx/pull/10454 feat(auth): add health-check bypass header for login captcha by @nmgarza5 in https://github.com/onyx-dot-app/onyx/pull/10458 refactor(platform): env DANSWER_RUNNING_IN_DOCKER->ONYX_RUNNING_IN_DOCKER by @jmelahman in https://github.com/onyx-dot-app/onyx/pull/10442 feat(chat): chat preference to disable smooth streaming by @nmgarza5 in https://github.com/onyx-dot-app/onyx/pull/10460 fix(GoogleDriveConnector): Handle RefreshError for removed Workspace users by @Bo-Onyx in https://github.com/onyx-dot-app/onyx/pull/10467 fix(files): Img generated files blocked during chat by @Danelegend in https://github.com/onyx-dot-app/onyx/pull/10465 feat(auth): add LOW_CONFIDENCE_SCORE + SUSPECTED_CARDING to hard-reject set by @nmgarza5 in https://github.com/onyx-dot-app/onyx/pull/10471 fix(indexing): Reap files after doc processing by @Danelegend in https://github.com/onyx-dot-app/onyx/pull/10475 feat(pruning): migration script for pruning frequency by @Bo-Onyx in https://github.com/onyx-dot-app/onyx/pull/10473 chore: llm error scrubbing by @evan-onyx in https://github.com/onyx-dot-app/onyx/pull/10476 refactor(icons): migrate legacy icons/logos to opal by @raunakab in https://github.com/onyx-dot-app/onyx/pull/10474 refactor(icons): add opal logo components (Part 2) by @raunakab in https://github.com/onyx-dot-app/onyx/pull/10483 chore(tests): fetch keys at runtime by @jmelahman in https://github.com/onyx-dot-app/onyx/pull/7446 feat(telemetry): capture real client IP on every request by @nmgarza5 in https://github.com/onyx-dot-app/onyx/pull/10477 feat(connector): File connector attaches file_id by @Danelegend in https://github.com/onyx-dot-app/onyx/pull/10484 chore(playwright): chat file upload tests by @jmelahman in https://github.com/onyx-dot-app/onyx/pull/10469 refactor(voice): restructure Voice config page and migrate modals to Formik by @raunakab in https://github.com/onyx-dot-app/onyx/pull/10490 chore(devtools): replace autoflake and reorder-python-imports with ruff by @jmelahman in https://github.com/onyx-dot-app/onyx/pull/10489 feat(connector): Blob + Sharepoint connector attach file_id for tabular sections by @Danelegend in https://github.com/onyx-dot-app/onyx/pull/10485 feat(query-history): add admin toggle for query history type by @Subash-Mohan in https://github.com/onyx-dot-app/onyx/pull/10457 fix(ConfluenceConnector): preserve /Date macro text and fix Cyrillic encoding by @Bo-Onyx in https://github.com/onyx-dot-app/onyx/pull/10488 chore(redis): Contextmanager library function for getting and releasing locks by @acaprau in https://github.com/onyx-dot-app/onyx/pull/10445 feat(tracing): auto-wrap every LLM subclass with braintrust generation_span by @nmgarza5 in https://github.com/onyx-dot-app/onyx/pull/10478 chore(CI): Temporarily disable 2 tests which depend on Anthropic by @acaprau in https://github.com/onyx-dot-app/onyx/pull/10509 feat: google oauth scope overrides by @evan-onyx in https://github.com/onyx-dot-app/onyx/pull/10513 fix(indexing): short-circuit get_old_index_attempt_ids by @justin-tahara in https://github.com/onyx-dot-app/onyx/pull/10516 fix(opensearch): Add an index refresh between delete and index in the doc idx class index method by @acaprau in https://github.com/onyx-dot-app/onyx/pull/10514 feat(agents-admin): Add filters by @raunakab in https://github.com/onyx-dot-app/onyx/pull/10506 fix: sharepoint members recursion by @evan-onyx in https://github.com/onyx-dot-app/onyx/pull/10505 fix(files): allow connector file previews through /chat/file by @jmelahman in https://github.com/onyx-dot-app/onyx/pull/10498 feat: openapi tool user placeholder by @evan-onyx in https://github.com/onyx-dot-app/onyx/pull/10517 feat(tracing): reassemble streaming tool-call deltas on fallback span by @nmgarza5 in https://github.com/onyx-dot-app/onyx/pull/10486 chore(indexing): default embedding_precision to FLOAT by @jessicasingh7 in https://github.com/onyx-dot-app/onyx/pull/10285 chore(redis): Contextmanager library function for getting and releasing locks by @acaprau in https://github.com/onyx-dot-app/onyx/pull/10524 fix(deep_research): emit synthetic tool_result on failed research call by @nmgarza5 in https://github.com/onyx-dot-app/onyx/pull/10527 feat(agents): Standardize agent filters in AgentsNavigationPage and AgentsAdminPage by @raunakab in https://github.com/onyx-dot-app/onyx/pull/10519 chore(deps): upgrade node: 20->24 by @jmelahman in https://github.com/onyx-dot-app/onyx/pull/10526 fix(slack): catch wrapped UndefinedTable in slack bot tenant iteration by @justin-tahara in https://github.com/onyx-dot-app/onyx/pull/10531 fix(slack): bail early on all Slack auth errors in listener by @justin-tahara in https://github.com/onyx-dot-app/onyx/pull/10534 fix: Enforce is_listed filter for all non-owner agent access by @raunakab in https://github.com/onyx-dot-app/onyx/pull/10528 fix(slack): set TenantSocketModeClient attrs before super().__init__ by @justin-tahara in https://github.com/onyx-dot-app/onyx/pull/10535 fix(slack): silence LockNotOwnedError on tenant lock release by @justin-tahara in https://github.com/onyx-dot-app/onyx/pull/10538 feat(helm): add per-deployment extraEnv hook by @nmgarza5 in https://github.com/onyx-dot-app/onyx/pull/10533 fix(tracing): downgrade "No active trace" log from error to debug by @justin-tahara in https://github.com/onyx-dot-app/onyx/pull/10539 fix(alembic): set tenant contextvar around per-schema migrations by @justin-tahara in https://github.com/onyx-dot-app/onyx/pull/10536 chore(devtools): ods dev tunnel by @jmelahman in https://github.com/onyx-dot-app/onyx/pull/10470 fix(opensearch): Add an index refresh between delete and index in the doc idx class index method by @acaprau in https://github.com/onyx-dot-app/onyx/pull/10525 fix(indexing): handle trial/paid usage-limit as a clean attempt-failure by @justin-tahara in https://github.com/onyx-dot-app/onyx/pull/10541 fix(embedding): log retryable provider errors at warning, not error by @justin-tahara in https://github.com/onyx-dot-app/onyx/pull/10542 fix(redis): retry BusyLoadingError and other transient Redis errors by @justin-tahara in https://github.com/onyx-dot-app/onyx/pull/10537 fix(slack): cache users.info failures and demote to warning by @justin-tahara in https://github.com/onyx-dot-app/onyx/pull/10550 fix(web): tolerate null document.body in auto-scroll step by @justin-tahara in https://github.com/onyx-dot-app/onyx/pull/10553 fix(fireflies): retry transient 5xx with exponential backoff by @justin-tahara in https://github.com/onyx-dot-app/onyx/pull/10551 fix(opensearch): Gate index operations behind a Redis lock by @acaprau in https://github.com/onyx-dot-app/onyx/pull/10446 fix(permissions): demote per-entity "no email" logs to warning by @justin-tahara in https://github.com/onyx-dot-app/onyx/pull/10561 feat: show app version in account popover by @raunakab in https://github.com/onyx-dot-app/onyx/pull/10540 fix(connector): Disable unused eager loading in indexing status endpoint by @Bo-Onyx in https://github.com/onyx-dot-app/onyx/pull/10556 fix(permissions): downgrade Org-member "no email" log to warning by @justin-tahara in https://github.com/onyx-dot-app/onyx/pull/10579 fix(sharepoint): downgrade sleep_and_retry final-failure log to warning by @justin-tahara in https://github.com/onyx-dot-app/onyx/pull/10580 fix(db): default POSTGRES_POOL_PRE_PING to true by @nmgarza5 in https://github.com/onyx-dot-app/onyx/pull/10569 fix(indexing): demote vector-db batch-fallback log to warning by @justin-tahara in https://github.com/onyx-dot-app/onyx/pull/10581 fix(opensearch): Warn on chunk count 0 by @acaprau in https://github.com/onyx-dot-app/onyx/pull/10589 fix(google-drive): tolerate 403 on primary admin lookup in group sync by @nmgarza5 in https://github.com/onyx-dot-app/onyx/pull/10568 chore(deps): bump rustls-webpki from 0.103.12 to 0.103.13 in /desktop/src-tauri by @dependabot[bot] in https://github.com/onyx-dot-app/onyx/pull/10587 fix(themes): custom backgrounds switch preferrred dark/light theme by @jmelahman in https://github.com/onyx-dot-app/onyx/pull/10588 chore(devtools): upgrade ods: 0.7.5->0.7.6 by @jmelahman in https://github.com/onyx-dot-app/onyx/pull/10596 chore(opal): move Checkbox into Opal by @raunakab in https://github.com/onyx-dot-app/onyx/pull/10595 chore(deps): bump uuid from 9.0.1 to 14.0.0 in /web by @dependabot[bot] in https://github.com/onyx-dot-app/onyx/pull/10482 test: verify knowledge toggle persists SearchTool to agent by @wenxi-onyx in https://github.com/onyx-dot-app/onyx/pull/10594 feat: linear connector: use refresh_token if access_token is expired [mirror of #7021] by @evan-onyx in https://github.com/onyx-dot-app/onyx/pull/10585 fix(opal): separate Opal from @web/src shared utilities by @raunakab in https://github.com/onyx-dot-app/onyx/pull/10598 fix(storybook): add global TooltipProvider decorator to Storybook for Opal by @raunakab in https://github.com/onyx-dot-app/onyx/pull/10603 fix(security): enforce agent access on chat session creation by @justin-tahara in https://github.com/onyx-dot-app/onyx/pull/10601 chore(docker): install torch into dedicated layer by @jmelahman in https://github.com/onyx-dot-app/onyx/pull/10604 chore(devtools): upgrade tsgo, fix .next/types/validator.ts errors by @jmelahman in https://github.com/onyx-dot-app/onyx/pull/10600 fix(security): enforce document set access in search filters by @justin-tahara in https://github.com/onyx-dot-app/onyx/pull/10602 chore(deps): bump postcss from 8.5.6 to 8.5.10 in /web by @dependabot[bot] in https://github.com/onyx-dot-app/onyx/pull/10593 fix(asana): Stop duping asana tasks by @Danelegend in https://github.com/onyx-dot-app/onyx/pull/10614 fix(embedding): Self-blocking async code, other cleanups by @acaprau in https://github.com/onyx-dot-app/onyx/pull/10599 fix(auth): stop /api/auth/refresh request loop on SAML deployments by @justin-tahara in https://github.com/onyx-dot-app/onyx/pull/10617 chore(embedding, prometheus): Emit telemetry for embedding by @acaprau in https://github.com/onyx-dot-app/onyx/pull/10620 Chinese README by @yuhongsun96 in https://github.com/onyx-dot-app/onyx/pull/10624 chore: demote noisy sentry logs by @evan-onyx in https://github.com/onyx-dot-app/onyx/pull/10633 fix(storybook): use render functions for RichStr markdown stories by @raunakab in https://github.com/onyx-dot-app/onyx/pull/10610 refactor(opal): Content updates by @raunakab in https://github.com/onyx-dot-app/onyx/pull/10645 refactor(opal): rewrite @opal/core.Disabled from Radix Slot to div wrapper by @raunakab in https://github.com/onyx-dot-app/onyx/pull/10501 fix(api): fetch agent avatars from dedicated /api/persona/{id}/avatar by @jmelahman in https://github.com/onyx-dot-app/onyx/pull/10597 feat(sidebar): LineItemButton migrations by @raunakab in https://github.com/onyx-dot-app/onyx/pull/10646 fix(opal): Notification text is always light by @raunakab in https://github.com/onyx-dot-app/onyx/pull/10649 fix(hubspot): make connector more efficient with fewer api calls - phase 1 by @Bo-Onyx in https://github.com/onyx-dot-app/onyx/pull/10616 fix(opal): toPlainString strips markdown by @jmelahman in https://github.com/onyx-dot-app/onyx/pull/10650 feat(openai): Add support for GPT Image 2 by @justin-tahara in https://github.com/onyx-dot-app/onyx/pull/10653 feat(metrics): Adding model information to Generated Report by @justin-tahara in https://github.com/onyx-dot-app/onyx/pull/10648 fix(tracing): record LLM stream usage on abandoned and failed exits by @nmgarza5 in https://github.com/onyx-dot-app/onyx/pull/10658 chore(deps): bump astral-sh/setup-uv from 8.0.0 to 8.1.0 by @dependabot[bot] in https://github.com/onyx-dot-app/onyx/pull/10664 chore(deps): bump referencing from 0.36.2 to 0.37.0 in /backend by @dependabot[bot] in https://github.com/onyx-dot-app/onyx/pull/10661 chore(deps): bump docker/build-push-action from 7.0.0 to 7.1.0 by @dependabot[bot] in https://github.com/onyx-dot-app/onyx/pull/10660 fix: don't die mid docprocessing by @evan-onyx in https://github.com/onyx-dot-app/onyx/pull/10668 chore(deps): bump huggingface-hub from 1.10.2 to 1.11.0 in /backend by @dependabot[bot] in https://github.com/onyx-dot-app/onyx/pull/10659 chore(tests): fix test_bedrock.py unauthenticated text assertion by @jmelahman in https://github.com/onyx-dot-app/onyx/pull/10669 feat: rotate llm provider script by @wenxi-onyx in https://github.com/onyx-dot-app/onyx/pull/10670 chore(deps): bump aws-actions/configure-aws-credentials from 6.0.0 to 6.1.0 by @dependabot[bot] in https://github.com/onyx-dot-app/onyx/pull/10663 fix(chat): allow Uploaded Files citations to open preview by @justin-tahara in https://github.com/onyx-dot-app/onyx/pull/10675 chore(deps-dev): bump postcss from 8.5.6 to 8.5.10 in /widget by @dependabot[bot] in https://github.com/onyx-dot-app/onyx/pull/10625 feat(opal): add SvgBullhorn, SvgCheckAll, and SvgSquare icons by @raunakab in https://github.com/onyx-dot-app/onyx/pull/10676 feat: Add a search only option for the EnterpriseRAG Bench script by @yuhongsun96 in https://github.com/onyx-dot-app/onyx/pull/10673 chore: copy new provider rotation script into dockerfile by @wenxi-onyx in https://github.com/onyx-dot-app/onyx/pull/10680 feat: data models for index attempt metrics by @evan-onyx in https://github.com/onyx-dot-app/onyx/pull/10635 refactor(doc-index-sync): rename vespa_metadata_sync_task by @nmgarza5 in https://github.com/onyx-dot-app/onyx/pull/10613 feat: supporting utils for index attempt metrics by @evan-onyx in https://github.com/onyx-dot-app/onyx/pull/10636 fix: docfetching stall death by @evan-onyx in https://github.com/onyx-dot-app/onyx/pull/10678 feat: hook up docfetching metrics by @evan-onyx in https://github.com/onyx-dot-app/onyx/pull/10637 feat: docprocessing index attempt metrics by @evan-onyx in https://github.com/onyx-dot-app/onyx/pull/10638 chore(devtools): Delete "Profile celery beat" which uses "austin" from .vscode/tasks.template.jsonc by @acaprau in https://github.com/onyx-dot-app/onyx/pull/10690 feat: endpoint for index attempt metrics by @evan-onyx in https://github.com/onyx-dot-app/onyx/pull/10639 fix(monitoring): skip monitor_process_memory in kubernetes by @nmgarza5 in https://github.com/onyx-dot-app/onyx/pull/10688 fix(desktop): simplify alt-menu by @jmelahman in https://github.com/onyx-dot-app/onyx/pull/10692 refactor(opal): Hoverable variant rename + new variants by @raunakab in https://github.com/onyx-dot-app/onyx/pull/10674 fix(connectors): add HTTP timeouts to prevent worker hangs (#10693) to release v3.3 by @github-actions[bot] in https://github.com/onyx-dot-app/onyx/pull/10696 fix(slack): treat account_inactive as expired credential (#10694) to release v3.3 by @github-actions[bot] in https://github.com/onyx-dot-app/onyx/pull/10697 fix(external-group-sync): bridge fence validator transition gap (#10691) to release v3.3 by @github-actions[bot] in https://github.com/onyx-dot-app/onyx/pull/10695 fix(embedding): Change vertex embedding to global (#10699) to release v3.3 by @github-actions[bot] in https://github.com/onyx-dot-app/onyx/pull/10701 fix(math): render LaTeX live during message streaming (#10681) to release v3.3 by @github-actions[bot] in https://github.com/onyx-dot-app/onyx/pull/10702 chore(deps): rollforward "bump litellm from 1.81.6 to 1.83.0 (#9898)" (#10179) to release v3.3 by @jmelahman in https://github.com/onyx-dot-app/onyx/pull/10720 fix(beat_schedule): include LICENSE_ENFORCEMENT_ENABLED in EE gate (#10683) to release v3.3 by @github-actions[bot] in https://github.com/onyx-dot-app/onyx/pull/10728 feat(tracing): LLMFlow registry, wrap every LLM call site (#10735) to release v3.3 by @github-actions[bot] in https://github.com/onyx-dot-app/onyx/pull/10743 fix(sharepoint): add slim connector so it does not need to fetch permission during pruning (#10750) to release v3.3 by @evan-onyx in https://github.com/onyx-dot-app/onyx/pull/10771 fix: dont check per sync creds for public connectors (#10765) to release v3.3 by @evan-onyx in https://github.com/onyx-dot-app/onyx/pull/10777 fix: paginate role assignments (#10749) to release v3.3 by @evan-onyx in https://github.com/onyx-dot-app/onyx/pull/10779 fix(openrouter): enable auto-update mode (#10718) to release v3.3 by @jmelahman in https://github.com/onyx-dot-app/onyx/pull/10836 fix(slack): key bot auth ID cache by (tenant_id, slack_bot_id) (#10827) to release v3.3 by @github-actions[bot] in https://github.com/onyx-dot-app/onyx/pull/10832 fix(deploy): add opensearch to depends_on so init-letsencrypt brings it up (#10722) to release v3.3 by @github-actions[bot] in https://github.com/onyx-dot-app/onyx/pull/10724 feat(license): tiered expiry warnings + 14d grace period (#10758) to release v3.3 by @nmgarza5 in https://github.com/onyx-dot-app/onyx/pull/10869 fix: confluence data center websudo (#10853) to release v3.3 by @evan-onyx in https://github.com/onyx-dot-app/onyx/pull/10879 fix(litellm): Opus 4.7 no longer accepts temperature param, litellm is not dropping it (#10878) to release v3.3 by @github-actions[bot] in https://github.com/onyx-dot-app/onyx/pull/10887 fix(auth): refresh OAuth tokens for any OIDC provider, not just Google (#10794) to release v3.3 by @evan-onyx in https://github.com/onyx-dot-app/onyx/pull/10913 fix(auth): refresh OIDC access tokens on every authenticated request (follow-up to #10794) (#10806) to release v3.3 by @evan-onyx in https://github.com/onyx-dot-app/onyx/pull/10914 chore(deps): bump next to 16.2.6 (#10916) to release v3.3 by @jmelahman in https://github.com/onyx-dot-app/onyx/pull/10963 fix(tools): Tool Name mismatch issue (#10981) to release v3.3 by @github-actions[bot] in https://github.com/onyx-dot-app/onyx/pull/10986 fix(mcp): per user multiple header (#10995) to release v3.3 by @evan-onyx in https://github.com/onyx-dot-app/onyx/pull/11000 feat(slack-bot): gate invocation by respond_member_group_list allowlist (#10992) to release v3.3 by @nmgarza5 in https://github.com/onyx-dot-app/onyx/pull/11012 feat(llm): use Bifrost normalized_name for display names (#11015) to release v3.3 by @github-actions[bot] in https://github.com/onyx-dot-app/onyx/pull/11019 New Contributors @jaffarkeikei made their first contribution in https://github.com/onyx-dot-app/onyx/pull/9999 @aserafin-mtt made their first contribution in https://github.com/onyx-dot-app/onyx/pull/10314 Full Changelog: https://github.com/onyx-dot-app/onyx/compare/v3.2.13...v3.3.4

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Key Features of Onyx AI

1. AI Chat with Your Own Data

Onyx connects to documents, databases, and apps, allowing it to generate answers based on real company knowledge instead of generic internet data.

2. Advanced RAG and Hybrid Search

It uses retrieval-augmented generation and hybrid search techniques to improve accuracy and reduce hallucinations.

3. Custom AI Agents

You can build agents with specific instructions, tools, and workflows, enabling automation of tasks like research, reporting, or analysis.

4. Deep Research Capabilities

Onyx AI can combine web data and internal sources to deliver structured insights instead of simple search results.

5. Open Source and Self-Hosted

One of its biggest strengths is transparency. You can deploy it on your own infrastructure, keeping full control over your data and privacy.

6. Multi-LLM Support

Onyx allows integration with different AI models, giving users flexibility instead of locking them into a single provider.

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Performance and Use Cases

Onyx AI is designed for productivity and enterprise use rather than casual chatting. It performs best when connected to structured data, internal tools, or large document collections.

Common use cases include:

• Internal knowledge assistants for companies

• Developer and engineering workflows

• Research and data analysis

• Automated reporting and insights generation

Because of its architecture, it can also query live structured data and generate actionable outputs, not just text responses.

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User Experience

The interface is modern and similar to a chat-based AI tool, but with added layers like agents, connectors, and configurations.

However, it is not beginner-focused. Setting up Onyx AI, especially self-hosting and integrations, requires some technical knowledge. This makes it more suitable for developers, startups, and tech teams rather than casual users.

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Pros and Cons

Pros

• Open source and highly customizable

• Strong privacy with self-hosting options

• Supports multiple AI models

• Powerful data integration and automation

• Advanced research and analysis capabilities

Cons

• Setup can be complex for beginners

• Requires infrastructure for full potential

• Overkill for simple AI chat use

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Who Should Use Onyx AI

Onyx AI is ideal for:

• Developers building AI-powered tools

• Companies needing internal AI assistants

• Teams working with large datasets or documentation

• Users who want full control over AI behavior and data

It is less suitable for users who just want a simple plug-and-play chatbot.

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Final Verdict

Onyx AI stands out as a powerful open-source alternative in the AI ecosystem. It is not just another chatbot but a full platform for building intelligent systems tailored to your data and workflows.

Onyx AI is an excellent choice for advanced users and teams who want flexibility, privacy, and deep integration. While it requires some setup effort, the payoff in capability and control is significant.

Free

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Software Informations:
Developer:
Onyx
Operating System:
Windows / Linux / macOS
Date Added:
2026-05-13T06:01:28.405Z
Categories:

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