Onyx AI v4.6.0 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 v4.6.0 Desktop App - Software Mirrors
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Onyx AI v4.6.0 Desktop App Release Notes: Warning Do not upgrade to this release if you want to preserve your existing indexed documents but have not yet run the document index migration, which can be done from any version v3.x. See additional documentation here. See the assets to download this version and install. What's Changed chore(deps-dev): bump tailwindcss from 4.3.0 to 4.3.3 in /backend/onyx/server/features/build/sandbox/image/templates/outputs/web by @dependabot[bot] in https://github.com/onyx-dot-app/onyx/pull/13464 chore(deps): bump setuptools from 80.9.0 to 83.0.0 in /backend/requirements by @dependabot[bot] in https://github.com/onyx-dot-app/onyx/pull/13270 chore(deployment): generate docker compose variants from a shared template by @jmelahman in https://github.com/onyx-dot-app/onyx/pull/13487 fix(craft): expose gateway model capabilities by @wenxi-onyx in https://github.com/onyx-dot-app/onyx/pull/13502 fix(connectors): keep Google Drive checkpoint frontier monotonic across shortcut resolution by @justin-tahara in https://github.com/onyx-dot-app/onyx/pull/13501 chore(config): remove the unused ENVIRONMENT env var by @jmelahman in https://github.com/onyx-dot-app/onyx/pull/13504 fix(craft): resolve aliased model token limits by @wenxi-onyx in https://github.com/onyx-dot-app/onyx/pull/13505 feat(cli): attach release binaries to a GitHub release by @jmelahman in https://github.com/onyx-dot-app/onyx/pull/13506 fix(auth): treat the backend login redirect as SSO callback success by @nmgarza5 in https://github.com/onyx-dot-app/onyx/pull/13509 chore(devcontainer): install the go toolchain by @jmelahman in https://github.com/onyx-dot-app/onyx/pull/13513 chore(cli): clean up release build atomicity and govulncheck flags by @jmelahman in https://github.com/onyx-dot-app/onyx/pull/13512 feat(db): tenant -> database routing seam for multi-shard multitenancy by @justin-tahara in https://github.com/onyx-dot-app/onyx/pull/13368 chore(deps): clear 30 dependency security findings by @jmelahman in https://github.com/onyx-dot-app/onyx/pull/13503 fix(craft): render and send image attachments by @wenxi-onyx in https://github.com/onyx-dot-app/onyx/pull/13514 feat(cli): replace glamour with a lightweight internal markdown renderer by @jmelahman in https://github.com/onyx-dot-app/onyx/pull/13516 chore: centralize common trace metadata by @evan-onyx in https://github.com/onyx-dot-app/onyx/pull/13515 feat(ods): sync onyx-cli's embedded deployment files via generate-compose by @jmelahman in https://github.com/onyx-dot-app/onyx/pull/13524 fix(storybook): disable Vite publicDir copy to avoid EEXIST on deploy by @claude[bot] in https://github.com/onyx-dot-app/onyx/pull/13525 fix(slack): resolve workspace metadata lazily instead of on credential load by @Danelegend in https://github.com/onyx-dot-app/onyx/pull/13520 test(craft): move unit tests to discovered paths and prune trivial tests by @wenxi-onyx in https://github.com/onyx-dot-app/onyx/pull/13523 fix(craft): stop the apps page shifting when switching tabs by @Danelegend in https://github.com/onyx-dot-app/onyx/pull/13526 chore(dev): upgrade onyx-devtools to 0.10.3 by @onyx-cherry-pick[bot] in https://github.com/onyx-dot-app/onyx/pull/13528 fix(auth): only auto-request offline_access when the IdP advertises it by @justin-tahara in https://github.com/onyx-dot-app/onyx/pull/13534 fix(chat): auto-name chat sessions with the session's model, not the global default by @justin-tahara in https://github.com/onyx-dot-app/onyx/pull/13535 fix(bookstack): index documents updated on the current day by @justin-tahara in https://github.com/onyx-dot-app/onyx/pull/13537 fix(llm): omit empty tools list from litellm completion requests by @justin-tahara in https://github.com/onyx-dot-app/onyx/pull/13532 refactor(opal): rename action-link- tokens to action-selection- by @nmgarza5 in https://github.com/onyx-dot-app/onyx/pull/13529 fix(craft): omit unverified limits for unknown models by @rohoswagger in https://github.com/onyx-dot-app/onyx/pull/13527 fix(files): extract cached calculated values from xlsx, not formula strings by @justin-tahara in https://github.com/onyx-dot-app/onyx/pull/13536 fix(sharepoint): retry empty/non-JSON Graph responses instead of aborting indexing by @justin-tahara in https://github.com/onyx-dot-app/onyx/pull/13540 fix(chat): stop citation processor from corrupting code fences by @justin-tahara in https://github.com/onyx-dot-app/onyx/pull/13538 feat(usage): support usage management frontend by @evan-onyx in https://github.com/onyx-dot-app/onyx/pull/13511 fix(gateway): strip empty message text before it reaches LiteLLM by @wenxi-onyx in https://github.com/onyx-dot-app/onyx/pull/13549 fix(craft): add icon to main agent row in agent switcher by @wenxi-onyx in https://github.com/onyx-dot-app/onyx/pull/13550 fix(opal): only default CopyButton tooltip when icon-only by @jmelahman in https://github.com/onyx-dot-app/onyx/pull/13546 feat(craft): pre-pull the sandbox image onto the sandbox node pool by @Danelegend in https://github.com/onyx-dot-app/onyx/pull/13490 fix(craft): polish user library modal by @wenxi-onyx in https://github.com/onyx-dot-app/onyx/pull/13561 fix(craft): remove hardcoded reasoningEffort high from opencode config by @wenxi-onyx in https://github.com/onyx-dot-app/onyx/pull/13560 fix(craft): drop the prepuller PriorityClass by @Danelegend in https://github.com/onyx-dot-app/onyx/pull/13562 fix(craft): split aggregator providers by vendor in the model picker by @rohoswagger in https://github.com/onyx-dot-app/onyx/pull/13552 feat(craft): persist model picker selection and recommended-only toggle in localStorage by @wenxi-onyx in https://github.com/onyx-dot-app/onyx/pull/13582 fix(craft): disable the sandbox image prepuller in values-localdev by @wenxi-onyx in https://github.com/onyx-dot-app/onyx/pull/13585 feat(cli): onyx-cli deploy — replace install.sh/install.ps1 with a Go installer by @jmelahman in https://github.com/onyx-dot-app/onyx/pull/13522 fix(usage): retain user_usage rows when a user is deleted by @rohoswagger in https://github.com/onyx-dot-app/onyx/pull/13563 fix(craft): hide interrupt affordance while a session is restoring by @wenxi-onyx in https://github.com/onyx-dot-app/onyx/pull/13586 chore(deps-dev): bump oxlint from 1.72.0 to 1.75.0 in /backend/onyx/server/features/build/sandbox/image/templates/outputs/web by @dependabot[bot] in https://github.com/onyx-dot-app/onyx/pull/13577 chore(dev): upgrade devcontainer image by @onyx-cherry-pick[bot] in https://github.com/onyx-dot-app/onyx/pull/13587 fix(cli): craft is reachable by flag, not offered in the mode question by @jmelahman in https://github.com/onyx-dot-app/onyx/pull/13589 feat(chat): admin-configurable dedicated model for chat auto-naming by @justin-tahara in https://github.com/onyx-dot-app/onyx/pull/13557 fix(craft): disable remote OpenCode model fetches by @wenxi-onyx in https://github.com/onyx-dot-app/onyx/pull/13593 fix(scripts): account for Craft in tenant cleanup by @wenxi-onyx in https://github.com/onyx-dot-app/onyx/pull/13591 feat(cli): teach onyx-cli deploy to manage prod compose deployments by @jmelahman in https://github.com/onyx-dot-app/onyx/pull/13594 fix(web): size the model picker list pane to its content by @nmgarza5 in https://github.com/onyx-dot-app/onyx/pull/13597 feat(mobile): input-bar controls spec + tool-options foundation by @Subash-Mohan in https://github.com/onyx-dot-app/onyx/pull/13091 feat(search): temporary env to force Search-UI document-set scope by @Subash-Mohan in https://github.com/onyx-dot-app/onyx/pull/13491 feat(mobile): agentic timeline grouping engine + packet contracts by @Subash-Mohan in https://github.com/onyx-dot-app/onyx/pull/13092 feat(reindex): old-index reclaim schema + db helpers by @Subash-Mohan in https://github.com/onyx-dot-app/onyx/pull/13351 feat(reindex): mode-aware old-index deletion primitive by @Subash-Mohan in https://github.com/onyx-dot-app/onyx/pull/13352 feat(usage): add cost limits and enforcement UI by @evan-onyx in https://github.com/onyx-dot-app/onyx/pull/13600 fix(helm): let configMap override model server hosts without duplicate keys (chart 0.8.10) by @justin-tahara in https://github.com/onyx-dot-app/onyx/pull/13614 feat(usage): add self-service usage dashboard by @evan-onyx in https://github.com/onyx-dot-app/onyx/pull/13601 fix(slackbot): restore forced document search for Slack bot answers by @justin-tahara in https://github.com/onyx-dot-app/onyx/pull/13542 feat(craft): pre-pull the sandbox image for docker-compose deployments by @Danelegend in https://github.com/onyx-dot-app/onyx/pull/13592 feat(cli): keep the TUI up while Docker Desktop starts by @jmelahman in https://github.com/onyx-dot-app/onyx/pull/13617 fix(cli): count every service that is not up in deploy status by @jmelahman in https://github.com/onyx-dot-app/onyx/pull/13616 feat(cli): add --dev to onyx-cli deploy install by @jmelahman in https://github.com/onyx-dot-app/onyx/pull/13618 feat(usage): add model cost overrides by @evan-onyx in https://github.com/onyx-dot-app/onyx/pull/13602 feat(auth): add oauth account and prior-email schema by @nmgarza5 in https://github.com/onyx-dot-app/onyx/pull/13578 feat(auth): capture per-credential identity for usage attribution by @rohoswagger in https://github.com/onyx-dot-app/onyx/pull/13606 ci(golang): run go tests with the race detector by @jmelahman in https://github.com/onyx-dot-app/onyx/pull/13620 feat(usage): add admin per-user usage reporting by @evan-onyx in https://github.com/onyx-dot-app/onyx/pull/13603 fix(cli): pick the deploy palette for the terminal background by @jmelahman in https://github.com/onyx-dot-app/onyx/pull/13623 fix(chat): classify model refusals instead of generic EmptyLLMResponseError by @jmelahman in https://github.com/onyx-dot-app/onyx/pull/13332 chore(install): make install.sh a bootstrap for onyx-cli deploy by @jmelahman in https://github.com/onyx-dot-app/onyx/pull/13615 feat(db): optional FOR UPDATE on fetch_user_by_id by @wenxi-onyx in https://github.com/onyx-dot-app/onyx/pull/13630 feat(auth): record the IdP subject on the mapping at login by @nmgarza5 in https://github.com/onyx-dot-app/onyx/pull/13579 refactor(craft): consolidate turn/queue/liveness/client timeouts into a registry by @wenxi-onyx in https://github.com/onyx-dot-app/onyx/pull/13631 refactor(craft): drop redundant sandbox manager singletons by @Danelegend in https://github.com/onyx-dot-app/onyx/pull/13627 chore: add refusal reasons by @evan-onyx in https://github.com/onyx-dot-app/onyx/pull/13628 fix: hierarchynodes accessible private connectors by @evan-onyx in https://github.com/onyx-dot-app/onyx/pull/13625 fix(auth): resolve the tenant from the IdP subject before the email by @nmgarza5 in https://github.com/onyx-dot-app/onyx/pull/13580 fix(craft): shared replay-safe session workspace setup with exec completion sentinel by @wenxi-onyx in https://github.com/onyx-dot-app/onyx/pull/13632 feat(craft): durable reserve/reconcile/finalize sandbox provisioning lifecycle by @wenxi-onyx in https://github.com/onyx-dot-app/onyx/pull/13633 feat(auth): treat a user's prior addresses as the same principal by @nmgarza5 in https://github.com/onyx-dot-app/onyx/pull/13581 feat(gateway): let external OpenAI-compatible clients use the LLM gateway by @rohoswagger in https://github.com/onyx-dot-app/onyx/pull/13604 fix(auth): adopt the provider's address on login by @nmgarza5 in https://github.com/onyx-dot-app/onyx/pull/13564 feat(db): enumerate tenants across every shard by @justin-tahara in https://github.com/onyx-dot-app/onyx/pull/13518 feat(mobile): timeline processor + pacing hooks by @Subash-Mohan in https://github.com/onyx-dot-app/onyx/pull/13610 feat(mobile): timeline state hooks by @Subash-Mohan in https://github.com/onyx-dot-app/onyx/pull/13609 feat(mobile): render-prop renderer contract + answer migration by @Subash-Mohan in https://github.com/onyx-dot-app/onyx/pull/13611 fix(install): persist ~/.local/bin on PATH for non-root installs by @jmelahman in https://github.com/onyx-dot-app/onyx/pull/13651 fix(web): open AccountPopover above its trigger on mobile by @jmelahman in https://github.com/onyx-dot-app/onyx/pull/13653 chore(dev): upgrade devcontainer image by @onyx-cherry-pick[bot] in https://github.com/onyx-dot-app/onyx/pull/13657 chore(dev): upgrade onyx-devtools to 0.10.6 by @onyx-cherry-pick[bot] in https://github.com/onyx-dot-app/onyx/pull/13658 chore(devcontainer): playwright chromium for the MCP, self-healing ods web, dev-workflow docs by @jmelahman in https://github.com/onyx-dot-app/onyx/pull/13654 fix(box): map OAuth 400s to actionable credential errors by @wenxi-onyx in https://github.com/onyx-dot-app/onyx/pull/13655 perf(llm): raise provider listing cache TTL to 300s by @jmelahman in https://github.com/onyx-dot-app/onyx/pull/13659 feat(web): default to full-width chat below md and hide the toggle by @jmelahman in https://github.com/onyx-dot-app/onyx/pull/13660 fix(craft): preserve requested session names by @wenxi-onyx in https://github.com/onyx-dot-app/onyx/pull/13662 fix(celery): launch beat watchdog as module by @wenxi-onyx in https://github.com/onyx-dot-app/onyx/pull/13664 fix: knowledge pane query filters by @evan-onyx in https://github.com/onyx-dot-app/onyx/pull/13665 fix(notifications): make notification creation race-safe by @wenxi-onyx in https://github.com/onyx-dot-app/onyx/pull/13663 chore(deps-dev): bump ty from 0.0.31 to 0.0.63 by @dependabot[bot] in https://github.com/onyx-dot-app/onyx/pull/13576 fix(gateway): open a trace so gateway LLM calls are metered by @rohoswagger in https://github.com/onyx-dot-app/onyx/pull/13666 feat(llm): admin-selectable API mode for Bifrost (chat completions / responses) by @justin-tahara in https://github.com/onyx-dot-app/onyx/pull/13642 feat(connector-stability): credential capability check framework by @acaprau in https://github.com/onyx-dot-app/onyx/pull/13519 refactor(backend): remove obsolete mypy-era type: ignore directives by @jmelahman in https://github.com/onyx-dot-app/onyx/pull/13674 fix(llm): harden litellm responses bridge for gateway streaming variants by @justin-tahara in https://github.com/onyx-dot-app/onyx/pull/13668 perf(llm): invalidate provider listing cache on persona edits, TTL to 600s by @jmelahman in https://github.com/onyx-dot-app/onyx/pull/13673 fix(usage): sort per-model usage breakdown by cost descending by @rohoswagger in https://github.com/onyx-dot-app/onyx/pull/13676 feat(gateway): serve the OpenAI Responses API for Codex CLI (non-streaming) by @rohoswagger in https://github.com/onyx-dot-app/onyx/pull/13605 fix(web): always show hover-revealed buttons on touch devices by @jmelahman in https://github.com/onyx-dot-app/onyx/pull/13680 feat(connector-stability): credential capability report generation by @acaprau in https://github.com/onyx-dot-app/onyx/pull/13533 fix(admin): collapse LLM provider cards to one column on small screens by @jmelahman in https://github.com/onyx-dot-app/onyx/pull/13682 fix(web): make the folded sidebar logo open the sidebar by @jmelahman in https://github.com/onyx-dot-app/onyx/pull/13672 feat(gateway): stream the Responses API output-item lifecycle by @rohoswagger in https://github.com/onyx-dot-app/onyx/pull/13624 feat(gateway): refuse gateway params we cannot honor by @rohoswagger in https://github.com/onyx-dot-app/onyx/pull/13650 fix(license): auto-deliver renewals and warn admins only when action exists by @nmgarza5 in https://github.com/onyx-dot-app/onyx/pull/13425 fix(web): avoid fabricating Azure deployment_name on provider edit by @ArslanRasheed60 in https://github.com/onyx-dot-app/onyx/pull/13693 fix(craft): reconcile sandbox lifecycle transitions by @wenxi-onyx in https://github.com/onyx-dot-app/onyx/pull/13698 feat(craft): bake webapp dev-server env into the sandbox so hand-started servers work by @rohoswagger in https://github.com/onyx-dot-app/onyx/pull/13699 feat(gateway): serve the Anthropic Messages API for Claude Code by @rohoswagger in https://github.com/onyx-dot-app/onyx/pull/13687 feat(db): place new tenants on a configured shard by @justin-tahara in https://github.com/onyx-dot-app/onyx/pull/13661 feat(metrics): publish tenant count per shard by @justin-tahara in https://github.com/onyx-dot-app/onyx/pull/13683 feat(connector-stability): stricter verdict aggregation and no trivial pass fallbacks by @acaprau in https://github.com/onyx-dot-app/onyx/pull/13684 fix(db): size the connection pool per shard instead of splitting it by @justin-tahara in https://github.com/onyx-dot-app/onyx/pull/13706 fix(slack): correct link, email, code and list rendering in bot answers by @nmgarza5 in https://github.com/onyx-dot-app/onyx/pull/13626 feat(gateway): pass extended thinking through the Anthropic Messages API by @rohoswagger in https://github.com/onyx-dot-app/onyx/pull/13691 feat(cli): concurrent multi-query support for onyx-cli search by @wenxi-onyx in https://github.com/onyx-dot-app/onyx/pull/13709 docs(env): drop the tenant-sharding block from the compose template by @justin-tahara in https://github.com/onyx-dot-app/onyx/pull/13716 feat(gateway): tag PAT gateway traffic with its own LLM flow by @rohoswagger in https://github.com/onyx-dot-app/onyx/pull/13700 chore(craft): bump sandbox onyx-cli pin to 1.3.3 by @wenxi-onyx in https://github.com/onyx-dot-app/onyx/pull/13714 feat(mobile): timeline primitives + StepContainer by @Subash-Mohan in https://github.com/onyx-dot-app/onyx/pull/13690 feat(mobile): reasoning renderer + full-text reader for the agent timeline by @Subash-Mohan in https://github.com/onyx-dot-app/onyx/pull/13694 feat(mobile): agent timeline composition + parallel tabs by @Subash-Mohan in https://github.com/onyx-dot-app/onyx/pull/13695 fix(indexing): cap summarization LLM call time to stop worker wedge by @Subash-Mohan in https://github.com/onyx-dot-app/onyx/pull/13613 refactor: remove Craft usage limits by @wenxi-onyx in https://github.com/onyx-dot-app/onyx/pull/13705 feat(gateway): support forcing a specific named tool via tool_choice by @rohoswagger in https://github.com/onyx-dot-app/onyx/pull/13692 fix(logging): cap third-party DEBUG log noise and single-path LiteLLM emission by @justin-tahara in https://github.com/onyx-dot-app/onyx/pull/13701 fix(web): gate SSO provider config to single-tenant deployments by @nmgarza5 in https://github.com/onyx-dot-app/onyx/pull/13717 fix(cli): upgrade Go dependencies for security fixes by @wenxi-onyx in https://github.com/onyx-dot-app/onyx/pull/13729 fix(tests): stop celery logging tests leaking third-party log cap state by @rohoswagger in https://github.com/onyx-dot-app/onyx/pull/13732 feat(craft): two-tier turn budgets with sandbox-side wrap-up steer by @wenxi-onyx in https://github.com/onyx-dot-app/onyx/pull/13667 feat(mcp): arbitrary connection headers for all servers by @evan-onyx in https://github.com/onyx-dot-app/onyx/pull/13715 feat(gateway): native Anthropic passthrough for /v1/messages by @rohoswagger in https://github.com/onyx-dot-app/onyx/pull/13697 feat(connector-stability): implement source operations framework by @acaprau in https://github.com/onyx-dot-app/onyx/pull/13707 refactor(settings): make /admin/settings a PATCH with partial-merge by @nmgarza5 in https://github.com/onyx-dot-app/onyx/pull/13266 feat(gateway): serve the OpenAI Responses API natively for true OpenAI models by @rohoswagger in https://github.com/onyx-dot-app/onyx/pull/13724 fix(llm): broaden Mistral tool-ordering bridge detection, keep post-tool reminders by @justin-tahara in https://github.com/onyx-dot-app/onyx/pull/13539 fix(llm): route chat model selection by model configuration id by @justin-tahara in https://github.com/onyx-dot-app/onyx/pull/13731 feat(connector-stability): source-operation enforcement and capability-check wiring by @acaprau in https://github.com/onyx-dot-app/onyx/pull/13708 fix(connectors): batch admin connector files listing into one query by @justin-tahara in https://github.com/onyx-dot-app/onyx/pull/13702 feat(log-export): celery collector and cleanup tasks by @acaprau in https://github.com/onyx-dot-app/onyx/pull/13681 test(auth): lock in JWT_PUBLIC_KEY_URL passthrough behavior by @justin-tahara in https://github.com/onyx-dot-app/onyx/pull/13738 chore(celery): port remaining worker stubs to versioned EE apps by @acaprau in https://github.com/onyx-dot-app/onyx/pull/13686 fix(auth): gate the search surface on read:search instead of basic by @justin-tahara in https://github.com/onyx-dot-app/onyx/pull/13739 test(gateway): integration suite driving real Claude Code and Codex through the passthroughs by @rohoswagger in https://github.com/onyx-dot-app/onyx/pull/13730 chore(craft): upgrade OpenCode to 1.18.13 by @wenxi-onyx in https://github.com/onyx-dot-app/onyx/pull/13741 fix(craft): document webapp preview base path and real lint/typecheck commands to the agent by @wenxi-onyx in https://github.com/onyx-dot-app/onyx/pull/13735 fix(desktop): import tauri::Manager in the Windows Alt-menu module by @justin-tahara in https://github.com/onyx-dot-app/onyx/pull/13742 fix(connectors): pin create-connector sidebar and reskin step rail by @raunakab in https://github.com/onyx-dot-app/onyx/pull/13745 feat(log-export): async export endpoints with worker fan-out by @acaprau in https://github.com/onyx-dot-app/onyx/pull/13736 feat(connector-stability): gateway credential construction helper by @acaprau in https://github.com/onyx-dot-app/onyx/pull/13747 test: airgapped deployments by @evan-onyx in https://github.com/onyx-dot-app/onyx/pull/13733 fix: normalize API prefixes before middleware gates by @rohoswagger in https://github.com/onyx-dot-app/onyx/pull/13748 feat(craft): add webapp bootstrap script generator and tool assets by @rohoswagger in https://github.com/onyx-dot-app/onyx/pull/13711 feat(ee): move the LLM gateway into EE by @rohoswagger in https://github.com/onyx-dot-app/onyx/pull/13746 fix(ci): rename tauri-action input to releaseAssetNamePattern by @justin-tahara in https://github.com/onyx-dot-app/onyx/pull/13754 feat(mobile): deep-research toggle in the chat composer by @Subash-Mohan in https://github.com/onyx-dot-app/onyx/pull/13726 feat(mobile): actions menu — force a tool + enable/disable per agent by @Subash-Mohan in https://github.com/onyx-dot-app/onyx/pull/13728 fix(gateway): hide the LLM gateway PAT scope below Enterprise tier by @rohoswagger in https://github.com/onyx-dot-app/onyx/pull/13753 feat(usage): expose flow and provider detail in usage exports by @rohoswagger in https://github.com/onyx-dot-app/onyx/pull/13750 chore(deps): bump shadcn from 4.11.0 to 4.16.0 in /backend/onyx/server/features/build/sandbox/image/templates/outputs/web by @dependabot[bot] in https://github.com/onyx-dot-app/onyx/pull/13758 chore(deps-dev): bump @tailwindcss/postcss from 4.3.1 to 4.3.3 in /backend/onyx/server/features/build/sandbox/image/templates/outputs/web by @dependabot[bot] in https://github.com/onyx-dot-app/onyx/pull/13759 fix(ci): seed Enterprise license for Craft Compose tests by @wenxi-onyx in https://github.com/onyx-dot-app/onyx/pull/13763 fix(voice): support non-English languages in the Azure voice provider by @justin-tahara in https://github.com/onyx-dot-app/onyx/pull/13762 feat(desktop): global summon shortcut + View-menu navigation accelerators by @justin-tahara in https://github.com/onyx-dot-app/onyx/pull/13765 feat(opal): support alignment overrides in Table cells and headers by @rohoswagger in https://github.com/onyx-dot-app/onyx/pull/13768 fix(llm): stop dropping reasoning params for Vertex Anthropic and gateway-routed Claude by @nmgarza5 in https://github.com/onyx-dot-app/onyx/pull/13775 fix(llm): stream natively on registry miss for OpenAI responses surface by @justin-tahara in https://github.com/onyx-dot-app/onyx/pull/13788 fix(craft): preview legacy PowerPoint files by @wenxi-onyx in https://github.com/onyx-dot-app/onyx/pull/13785 fix(auth): claim an unowned account on first SSO login by @nmgarza5 in https://github.com/onyx-dot-app/onyx/pull/13791 fix(chat): correct long-chat context accounting and model-switch replay by @justin-tahara in https://github.com/onyx-dot-app/onyx/pull/13764 chore(llm): unify Azure and OpenAI responses fake-stream patches by @justin-tahara in https://github.com/onyx-dot-app/onyx/pull/13801 feat(web-connector): URL rewrite rules for stored document links by @Danelegend in https://github.com/onyx-dot-app/onyx/pull/13154 fix(craft): make waking a session reliable, not a race by @Danelegend in https://github.com/onyx-dot-app/onyx/pull/13688 feat(usage): accept a client-supplied report_id for generation by @rohoswagger in https://github.com/onyx-dot-app/onyx/pull/13771 feat(usage): cap spending-limit token budgets at one trillion (backend) by @rohoswagger in https://github.com/onyx-dot-app/onyx/pull/13782 feat(web): add usage analytics building blocks by @rohoswagger in https://github.com/onyx-dot-app/onyx/pull/13769 feat(craft): lazy webapp provisioning on setup and restore by @rohoswagger in https://github.com/onyx-dot-app/onyx/pull/13712 feat(craft): gate Preview tab on webapp readiness with three-state UX by @rohoswagger in https://github.com/onyx-dot-app/onyx/pull/13713 feat(usage): redesign the create-spending-limit modal (frontend 1/2) by @rohoswagger in https://github.com/onyx-dot-app/onyx/pull/13783 fix(perm-sync): stop duplicate gdrive group-sync crawls from stacking to OOM by @justin-tahara in https://github.com/onyx-dot-app/onyx/pull/13703 feat(desktop): summon shortcut toggles -- press while focused hides by @justin-tahara in https://github.com/onyx-dot-app/onyx/pull/13803 fix(web): app-level undo/redo for the input bar so Cmd+Z stops eating drafts by @justin-tahara in https://github.com/onyx-dot-app/onyx/pull/13804 fix: fetch perms for sharepoint hierarchynodes by @evan-onyx in https://github.com/onyx-dot-app/onyx/pull/13778 fix(craft): align session deletion modal by @wenxi-onyx in https://github.com/onyx-dot-app/onyx/pull/13793 fix(mcp): discover OAuth metadata before consent by @wenxi-onyx in https://github.com/onyx-dot-app/onyx/pull/13790 feat(usage): extract TokenRateLimitsPanel and rework the limits table (frontend 2/2) by @rohoswagger in https://github.com/onyx-dot-app/onyx/pull/13784 feat(log-export): switch the admin export page to the async flow by @acaprau in https://github.com/onyx-dot-app/onyx/pull/13776 fix(confluence): survive DC attachment-pagination 400s in indexing, reindex, and pruning by @Danelegend in https://github.com/onyx-dot-app/onyx/pull/13805 refactor(web): modernize MCP OAuth callback UI with Opal components by @wenxi-onyx in https://github.com/onyx-dot-app/onyx/pull/13812 feat: efficient sharepoint role fetching by @evan-onyx in https://github.com/onyx-dot-app/onyx/pull/13813 chore(llms): update recommended models by @onyx-cherry-pick[bot] in https://github.com/onyx-dot-app/onyx/pull/13827 feat(external-apps): narrow Google scopes on Onyx's OAuth client by @Danelegend in https://github.com/onyx-dot-app/onyx/pull/13761 fix(helm): route /scim to api server in ingress mode by @nmgarza5 in https://github.com/onyx-dot-app/onyx/pull/13838 chore(gha): build the desktop app for Windows on presubmit by @jmelahman in https://github.com/onyx-dot-app/onyx/pull/13829 chore(agents): require ASD-STE100 Simplified Technical English by @jmelahman in https://github.com/onyx-dot-app/onyx/pull/13839 test(craft): drive lazy webapp provisioning in the craft integration suites by @rohoswagger in https://github.com/onyx-dot-app/onyx/pull/13830 fix: correct MCP OAuth actions in popover by @wenxi-onyx in https://github.com/onyx-dot-app/onyx/pull/13815 feat(web): rework per-user usage panel by @rohoswagger in https://github.com/onyx-dot-app/onyx/pull/13806 fix(workers): reap Chromium orphans in spawned connector children by @justin-tahara in https://github.com/onyx-dot-app/onyx/pull/13832 fix(opensearch): don't fail api-server startup when the index is write-blocked by @justin-tahara in https://github.com/onyx-dot-app/onyx/pull/13833 fix(web): keep native row role on clickable opal Table rows by @rohoswagger in https://github.com/onyx-dot-app/onyx/pull/13846 fix(craft): preserve stale state during live session load by @wenxi-onyx in https://github.com/onyx-dot-app/onyx/pull/13842 chore(log-export): remove the superseded sync download endpoint by @acaprau in https://github.com/onyx-dot-app/onyx/pull/13849 test(unit): reset EE state leaked by import side effects by @acaprau in https://github.com/onyx-dot-app/onyx/pull/13844 feat(mobile): source selection in the actions menu + token refresh loop by @Subash-Mohan in https://github.com/onyx-dot-app/onyx/pull/13825 fix(admin): reflow security page dropdowns between title and description on narrow viewports by @jmelahman in https://github.com/onyx-dot-app/onyx/pull/13847 feat(web): allow production builds to skip type checking by @jmelahman in https://github.com/onyx-dot-app/onyx/pull/13848 fix(highspot): surface plain-text API errors and xfail the 403 tests by @Subash-Mohan in https://github.com/onyx-dot-app/onyx/pull/13853 fix(admin): prevent date range picker pills from clipping in narrow headers by @rohoswagger in https://github.com/onyx-dot-app/onyx/pull/13860 fix(web): stop rendering "Anonymous" while the current user is unresolved by @nmgarza5 in https://github.com/onyx-dot-app/onyx/pull/13852 fix(craft): restore stale skills after turn failure by @wenxi-onyx in https://github.com/onyx-dot-app/onyx/pull/13859 fix(web): fix react-doctor error-class findings and enforce via oxlint plugin by @nmgarza5 in https://github.com/onyx-dot-app/onyx/pull/13850 fix: preserve HTML table and link boundaries by @evan-onyx in https://github.com/onyx-dot-app/onyx/pull/13864 chore: remove spending limits page and make cost-budget API Enterprise-only by @rohoswagger in https://github.com/onyx-dot-app/onyx/pull/13862 fix(web): show the container host note on all self-hosted providers by @jmelahman in https://github.com/onyx-dot-app/onyx/pull/13858 feat: avoid redundant SharePoint list item lookups by @evan-onyx in https://github.com/onyx-dot-app/onyx/pull/13851 ci: skip type checking in the Playwright web image build by @jmelahman in https://github.com/onyx-dot-app/onyx/pull/13871 chore(deps-dev): bump @typescript/native-preview from 7.0.0-dev.20260706.1 to 7.0.0-dev.20260707.2 by @dependabot[bot] in https://github.com/onyx-dot-app/onyx/pull/13566 chore(deps): bump marked from 18.0.5 to 18.0.7 by @dependabot[bot] in https://github.com/onyx-dot-app/onyx/pull/13568 chore(deps-dev): bump tailwindcss from 4.3.1 to 4.3.3 in /web by @dependabot[bot] in https://github.com/onyx-dot-app/onyx/pull/13569 chore(deps): bump lucide-react from 1.21.0 to 1.25.0 in /web by @dependabot[bot] in https://github.com/onyx-dot-app/onyx/pull/13572 chore(web): upgrade Next.js to 16.3.0 to cut dev server memory by @jmelahman in https://github.com/onyx-dot-app/onyx/pull/13868 chore(deps-dev): bump typescript from 6.0.3 to 7.0.2 by @dependabot[bot] in https://github.com/onyx-dot-app/onyx/pull/13571 chore(deps): bump actions/setup-python from 6.3.0 to 7.0.0 by @dependabot[bot] in https://github.com/onyx-dot-app/onyx/pull/13574 chore(deps): bump azure/setup-helm from 5.0.0 to 5.0.1 by @dependabot[bot] in https://github.com/onyx-dot-app/onyx/pull/13573 chore(deps): bump astral-sh/setup-uv from 8.2.0 to 9.0.0 by @dependabot[bot] in https://github.com/onyx-dot-app/onyx/pull/13565 feat(connector-stability): slack source operations gateway by @acaprau in https://github.com/onyx-dot-app/onyx/pull/13772 chore(deps): bump gitpython from 3.1.57 to 3.1.58 by @dependabot[bot] in https://github.com/onyx-dot-app/onyx/pull/13820 chore(deps): bump h2 from 4.3.0 to 4.4.1 by @dependabot[bot] in https://github.com/onyx-dot-app/onyx/pull/13799 chore(deps-dev): bump pypdf from 6.14.2 to 6.15.0 by @dependabot[bot] in https://github.com/onyx-dot-app/onyx/pull/13822 chore(deps-dev): bump aiohttp from 3.14.1 to 3.14.3 by @dependabot[bot] in https://github.com/onyx-dot-app/onyx/pull/13723 chore(vscode): Recommand dev containers extension by @jmelahman in https://github.com/onyx-dot-app/onyx/pull/13881 feat(usage): add per-user attribution to usage report exports by @rohoswagger in https://github.com/onyx-dot-app/onyx/pull/13843 feat(log-export): skip worker fan-out on deployments without a celery broker by @acaprau in https://github.com/onyx-dot-app/onyx/pull/13882 fix(craft): trust custom CAs in sandbox proxy by @jack-watroba in https://github.com/onyx-dot-app/onyx/pull/13767 feat(log-export): re-attach the export page to an in-flight export via URL param by @acaprau in https://github.com/onyx-dot-app/onyx/pull/13879 feat(db): add the incognito record mode column by @nmgarza5 in https://github.com/onyx-dot-app/onyx/pull/13886 feat(usage): add PDF review pack to exports by @rohoswagger in https://github.com/onyx-dot-app/onyx/pull/13872 feat(chat): incognito chat sessions with content-free records by @nmgarza5 in https://github.com/onyx-dot-app/onyx/pull/13866 chore(deps): bump github.com/go-git/go-git/v5 from 5.19.1 to 5.19.2 in /tools/ods by @dependabot[bot] in https://github.com/onyx-dot-app/onyx/pull/13818 fix(ods): detect cherry-pick target from release branches, not tags by @acaprau in https://github.com/onyx-dot-app/onyx/pull/13880 refactor(opal): give spacing a numeric scale by @raunakab in https://github.com/onyx-dot-app/onyx/pull/13909 feat(admin): incognito availability and record modes by @nmgarza5 in https://github.com/onyx-dot-app/onyx/pull/13894 refactor(FE): clarify date range picker ownership beyond admin pages by @rohoswagger in https://github.com/onyx-dot-app/onyx/pull/13910 chore(lint): enable flake8-bugbear ruff rules by @jmelahman in https://github.com/onyx-dot-app/onyx/pull/13891 feat(scheduled-tasks): add MCP pre-approval UI by @wenxi-onyx in https://github.com/onyx-dot-app/onyx/pull/13883 feat(scheduled-tasks): support MCP pre-approvals by @wenxi-onyx in https://github.com/onyx-dot-app/onyx/pull/13884 chore(docker): default web + model-server bases to non-DHI images by @jmelahman in https://github.com/onyx-dot-app/onyx/pull/13915 chore(dev): upgrade onyx-devtools to 0.11.0 by @onyx-cherry-pick[bot] in https://github.com/onyx-dot-app/onyx/pull/13914 refactor(opal): move the card padding scale onto Spacing by @raunakab in https://github.com/onyx-dot-app/onyx/pull/13916 fix(gitbook): index child pages when no updatedAt present by @Danelegend in https://github.com/onyx-dot-app/onyx/pull/13918 refactor(opal): read sidebar fold state from context in SidebarTab by @jmelahman in https://github.com/onyx-dot-app/onyx/pull/13920 feat(web): add workspace analytics page by @rohoswagger in https://github.com/onyx-dot-app/onyx/pull/13808 fix(web): restore the mobile sidebar toggle on create-connector pages by @jmelahman in https://github.com/onyx-dot-app/onyx/pull/13857 feat: publish MCP OAuth client metadata by @evan-onyx in https://github.com/onyx-dot-app/onyx/pull/13876 feat: use client metadata during MCP OAuth discovery by @evan-onyx in https://github.com/onyx-dot-app/onyx/pull/13877 refactor(opal): move SidebarTab folded styling to CSS by @jmelahman in https://github.com/onyx-dot-app/onyx/pull/13923 fix(opal): make the SidebarTab click target keyboard focusable by @jmelahman in https://github.com/onyx-dot-app/onyx/pull/13921 fix: improve Craft Kubernetes download reliability by @evan-onyx in https://github.com/onyx-dot-app/onyx/pull/13925 fix(web): keep co-located tests out of the Docker build context by @jmelahman in https://github.com/onyx-dot-app/onyx/pull/13927 feat: add CIMD-only MCP OAuth E2E coverage by @evan-onyx in https://github.com/onyx-dot-app/onyx/pull/13893 refactor(opal): finish the padding migration and close the scales by @raunakab in https://github.com/onyx-dot-app/onyx/pull/13919 feat(chat): incognito page mode with ephemeral files and projects by @nmgarza5 in https://github.com/onyx-dot-app/onyx/pull/13895 feat(llm): incognito provider policies and usage accounting by @nmgarza5 in https://github.com/onyx-dot-app/onyx/pull/13905 feat(connector-stability): slack capability checks by @acaprau in https://github.com/onyx-dot-app/onyx/pull/13551 fix(usage): Make shared usage ranges exact calendar windows by @rohoswagger in https://github.com/onyx-dot-app/onyx/pull/13911 refactor(web): migrate the clean Card call sites to Opal by @raunakab in https://github.com/onyx-dot-app/onyx/pull/13930 fix(chat): accept incognito attachments before the first message by @nmgarza5 in https://github.com/onyx-dot-app/onyx/pull/13932 ci: only republish Helm charts when chart files change by @jmelahman in https://github.com/onyx-dot-app/onyx/pull/13942 refactor(chat): collapse the incognito sweep and unify the delete path by @nmgarza5 in https://github.com/onyx-dot-app/onyx/pull/13933 fix(auth): drop the unsigned onyx_tid tenant cookie by @nmgarza5 in https://github.com/onyx-dot-app/onyx/pull/13934 fix(ods): skip pre-push hooks on tag pushes by @jmelahman in https://github.com/onyx-dot-app/onyx/pull/13926 feat(usage): Let personal usage share exact calendar ranges by @rohoswagger in https://github.com/onyx-dot-app/onyx/pull/13912 fix(usage): Clarify personal usage and budget context by @rohoswagger in https://github.com/onyx-dot-app/onyx/pull/13922 fix(helm): truncate all child resource names to the 63-char k8s limit (chart 0.8.15) by @justin-tahara in https://github.com/onyx-dot-app/onyx/pull/13944 chore(dev): upgrade onyx-devtools to 0.11.1 by @onyx-cherry-pick[bot] in https://github.com/onyx-dot-app/onyx/pull/13945 feat(craft): Sheets/Slides for Drive, and Gmail draft creation on cloud by @Danelegend in https://github.com/onyx-dot-app/onyx/pull/13928 fix(web): keep deep research out of project chats by @raunakab in https://github.com/onyx-dot-app/onyx/pull/13951 fix(opal): clear stale sidebar tab hover state by @jmelahman in https://github.com/onyx-dot-app/onyx/pull/13950 fix(usage): align performance date controls by @rohoswagger in https://github.com/onyx-dot-app/onyx/pull/13952 feat: allow forward-only contextual retrieval model updates by @evan-onyx in https://github.com/onyx-dot-app/onyx/pull/13946 refactor(opal): suppress the folded tab tooltip instead of controlling it by @jmelahman in https://github.com/onyx-dot-app/onyx/pull/13953 fix: distribute Craft Kubernetes assets as artifacts by @evan-onyx in https://github.com/onyx-dot-app/onyx/pull/13957 refactor(web): inline single-use sidebar JSX variables by @jmelahman in https://github.com/onyx-dot-app/onyx/pull/13956 chore: remove dead config constants and dead Stripe build-arg plumbing by @justin-tahara in https://github.com/onyx-dot-app/onyx/pull/13955 fix(web): keep the groups cell observing its container by @jmelahman in https://github.com/onyx-dot-app/onyx/pull/13954 fix(mcp): request offline access from Google OAuth and surface dead grants by @wenxi-onyx in https://github.com/onyx-dot-app/onyx/pull/13924 refactor(mcp): centralize credential checks in credentials.py by @wenxi-onyx in https://github.com/onyx-dot-app/onyx/pull/13947 refactor(mcp): rename auth wire fields for clarity by @wenxi-onyx in https://github.com/onyx-dot-app/onyx/pull/13948 fix(llm): parse LM Studio option-object capabilities (#13981) to release v4.6 by @onyx-cherry-pick[bot] in https://github.com/onyx-dot-app/onyx/pull/13998 fix(celery): make Redis Sentinel work for beat and the result backend (#13987) to release v4.6 by @onyx-cherry-pick[bot] in https://github.com/onyx-dot-app/onyx/pull/14001 fix(web): make code block inner radius concentric with its wrapper (#13999) to release v4.6 by @onyx-cherry-pick[bot] in https://github.com/onyx-dot-app/onyx/pull/14004 fix(desktop): open window.open links in the browser again (#14021) to release v4.6 by @onyx-cherry-pick[bot] in https://github.com/onyx-dot-app/onyx/pull/14024 fix(llm): let the backend decide which reasoning levels a model offers (#14020) to release v4.6 by @onyx-cherry-pick[bot] in https://github.com/onyx-dot-app/onyx/pull/14060 feat(web): let admins turn the reasoning control off (#14071) to release v4.6 by @onyx-cherry-pick[bot] in https://github.com/onyx-dot-app/onyx/pull/14092 fix(scim): survive Entra soft-delete tombstones and heal rename collisions (#14074) to release v4.6 by @nmgarza5 in https://github.com/onyx-dot-app/onyx/pull/14093 fix(scim): refuse rename adoption of privileged accounts (#14096) to release v4.6 by @onyx-cherry-pick[bot] in https://github.com/onyx-dot-app/onyx/pull/14107 fix: prune unowned hierarchy nodes on connector delete (#14076) to release v4.6 by @onyx-cherry-pick[bot] in https://github.com/onyx-dot-app/onyx/pull/14112 fix: Jira poll windows skip updates in non-UTC timezones (#14114) to release v4.6 by @onyx-cherry-pick[bot] in https://github.com/onyx-dot-app/onyx/pull/14118 New Contributors @ArslanRasheed60 made their first contribution in https://github.com/onyx-dot-app/onyx/pull/13693 Full Changelog: https://github.com/onyx-dot-app/onyx/compare/v4.5.0...v4.6.0

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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

Download

Software Informations:
Developer:
Onyx
Operating System:
Windows / Linux / macOS
Date Added:
2026-08-21T06:07:17.009Z
Categories:

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