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        <title>LLM Application on Producthunt daily</title>
        <link>https://producthunt.programnotes.cn/en/tags/llm-application/</link>
        <description>Recent content in LLM Application on Producthunt daily</description>
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        <lastBuildDate>Mon, 06 Apr 2026 16:26:20 +0800</lastBuildDate><atom:link href="https://producthunt.programnotes.cn/en/tags/llm-application/index.xml" rel="self" type="application/rss+xml" /><item>
        <title>onyx</title>
        <link>https://producthunt.programnotes.cn/en/p/onyx/</link>
        <pubDate>Mon, 06 Apr 2026 16:26:20 +0800</pubDate>
        
        <guid>https://producthunt.programnotes.cn/en/p/onyx/</guid>
        <description>&lt;img src="https://images.unsplash.com/photo-1614714099415-1d66b69d9297?ixid=M3w0NjAwMjJ8MHwxfHJhbmRvbXx8fHx8fHx8fDE3NzU0NjM5MzF8&amp;ixlib=rb-4.1.0" alt="Featured image of post onyx" /&gt;&lt;h1 id=&#34;onyx-dot-apponyx&#34;&gt;&lt;a class=&#34;link&#34; href=&#34;https://github.com/onyx-dot-app/onyx&#34;  target=&#34;_blank&#34; rel=&#34;noopener&#34;
    &gt;onyx-dot-app/onyx&lt;/a&gt;
&lt;/h1&gt;&lt;p&gt;&lt;a name=&#34;readme-top&#34;&gt;&lt;/a&gt;&lt;/p&gt;
&lt;h2 align=&#34;center&#34;&gt;
    &lt;a href=&#34;https://www.onyx.app/?utm_source=onyx_repo&amp;utm_medium=github&amp;utm_campaign=readme&#34;&gt; &lt;img width=&#34;50%&#34; src=&#34;https://github.com/onyx-dot-app/onyx/blob/logo/OnyxLogoCropped.jpg?raw=true&#34; /&gt;&lt;/a&gt;
&lt;/h2&gt;
&lt;p align=&#34;center&#34;&gt;
    &lt;a href=&#34;https://discord.gg/TDJ59cGV2X&#34; target=&#34;_blank&#34;&gt;
        &lt;img src=&#34;https://img.shields.io/badge/discord-join-blue.svg?logo=discord&amp;logoColor=white&#34; alt=&#34;Discord&#34; /&gt;
    &lt;/a&gt;
    &lt;a href=&#34;https://docs.onyx.app/?utm_source=onyx_repo&amp;utm_medium=github&amp;utm_campaign=readme&#34; target=&#34;_blank&#34;&gt;
        &lt;img src=&#34;https://img.shields.io/badge/docs-view-blue&#34; alt=&#34;Documentation&#34; /&gt;
    &lt;/a&gt;
    &lt;a href=&#34;https://www.onyx.app/?utm_source=onyx_repo&amp;utm_medium=github&amp;utm_campaign=readme&#34; target=&#34;_blank&#34;&gt;
        &lt;img src=&#34;https://img.shields.io/website?url=https://www.onyx.app&amp;up_message=visit&amp;up_color=blue&#34; alt=&#34;Documentation&#34; /&gt;
    &lt;/a&gt;
    &lt;a href=&#34;https://github.com/onyx-dot-app/onyx/blob/main/LICENSE&#34; target=&#34;_blank&#34;&gt;
        &lt;img src=&#34;https://img.shields.io/static/v1?label=license&amp;message=MIT&amp;color=blue&#34; alt=&#34;License&#34; /&gt;
    &lt;/a&gt;
&lt;/p&gt;
&lt;p align=&#34;center&#34;&gt;
  &lt;a href=&#34;https://trendshift.io/repositories/12516&#34; target=&#34;_blank&#34;&gt;
    &lt;img src=&#34;https://trendshift.io/api/badge/repositories/12516&#34; alt=&#34;onyx-dot-app/onyx | Trendshift&#34; style=&#34;width: 250px; height: 55px;&#34; /&gt;
  &lt;/a&gt;
&lt;/p&gt;
&lt;h1 id=&#34;onyx---the-open-source-ai-platform&#34;&gt;Onyx - The Open Source AI Platform
&lt;/h1&gt;&lt;p&gt;&lt;strong&gt;&lt;a class=&#34;link&#34; href=&#34;https://www.onyx.app/?utm_source=onyx_repo&amp;amp;utm_medium=github&amp;amp;utm_campaign=readme&#34;  target=&#34;_blank&#34; rel=&#34;noopener&#34;
    &gt;Onyx&lt;/a&gt;&lt;/strong&gt; is the application layer for LLMs - bringing a feature-rich interface that can be easily hosted by anyone.
Onyx enables LLMs through advanced capabilities like RAG, web search, code execution, file creation, deep research and more.&lt;/p&gt;
&lt;p&gt;Connect your applications with over 50+ indexing based connectors provided out of the box or via MCP.&lt;/p&gt;
&lt;blockquote&gt;
&lt;p&gt;[!TIP]
Deploy with a single command:&lt;/p&gt;
&lt;div class=&#34;highlight&#34;&gt;&lt;div class=&#34;chroma&#34;&gt;
&lt;table class=&#34;lntable&#34;&gt;&lt;tr&gt;&lt;td class=&#34;lntd&#34;&gt;
&lt;pre tabindex=&#34;0&#34; class=&#34;chroma&#34;&gt;&lt;code&gt;&lt;span class=&#34;lnt&#34;&gt;1
&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/td&gt;
&lt;td class=&#34;lntd&#34;&gt;
&lt;pre tabindex=&#34;0&#34; class=&#34;chroma&#34;&gt;&lt;code class=&#34;language-fallback&#34; data-lang=&#34;fallback&#34;&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;curl -fsSL https://onyx.app/install_onyx.sh | bash
&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/table&gt;
&lt;/div&gt;
&lt;/div&gt;&lt;/blockquote&gt;
&lt;p&gt;&lt;img src=&#34;https://github.com/onyx-dot-app/onyx/releases/download/v3.0.0/Onyx.gif&#34;
	
	
	
	loading=&#34;lazy&#34;
	
		alt=&#34;Onyx Chat Silent Demo&#34;
	
	
&gt;&lt;/p&gt;
&lt;hr&gt;
&lt;h2 id=&#34;-features&#34;&gt;⭐ Features
&lt;/h2&gt;&lt;ul&gt;
&lt;li&gt;&lt;strong&gt;🔍 Agentic RAG:&lt;/strong&gt; Get best in class search and answer quality based on hybrid index + AI Agents for information retrieval
&lt;ul&gt;
&lt;li&gt;Benchmark to release soon!&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;li&gt;&lt;strong&gt;🔬 Deep Research:&lt;/strong&gt; Get in depth reports with a multi-step research flow.
&lt;ul&gt;
&lt;li&gt;Top of &lt;a class=&#34;link&#34; href=&#34;https://github.com/onyx-dot-app/onyx_deep_research_bench&#34;  target=&#34;_blank&#34; rel=&#34;noopener&#34;
    &gt;leaderboard&lt;/a&gt; as of Feb 2026.&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;li&gt;&lt;strong&gt;🤖 Custom Agents:&lt;/strong&gt; Build AI Agents with unique instructions, knowledge, and actions.&lt;/li&gt;
&lt;li&gt;&lt;strong&gt;🌍 Web Search:&lt;/strong&gt; Browse the web to get up to date information.
&lt;ul&gt;
&lt;li&gt;Supports Serper, Google PSE, Brave, SearXNG, and others.&lt;/li&gt;
&lt;li&gt;Comes with an in house web crawler and support for Firecrawl/Exa.&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;li&gt;&lt;strong&gt;📄 Artifacts:&lt;/strong&gt; Generate documents, graphics, and other downloadable artifacts.&lt;/li&gt;
&lt;li&gt;&lt;strong&gt;▶️ Actions &amp;amp; MCP:&lt;/strong&gt; Let Onyx agents interact with external applications, comes with flexible Auth options.&lt;/li&gt;
&lt;li&gt;&lt;strong&gt;💻 Code Execution:&lt;/strong&gt; Execute code in a sandbox to analyze data, render graphs, or modify files.&lt;/li&gt;
&lt;li&gt;&lt;strong&gt;🎙️ Voice Mode:&lt;/strong&gt; Chat with Onyx via text-to-speech and speech-to-text.&lt;/li&gt;
&lt;li&gt;&lt;strong&gt;🎨 Image Generation:&lt;/strong&gt; Generate images based on user prompts.&lt;/li&gt;
&lt;/ul&gt;
&lt;p&gt;Onyx supports all major LLM providers, both self-hosted (like Ollama, LiteLLM, vLLM, etc.) and proprietary (like Anthropic, OpenAI, Gemini, etc.).&lt;/p&gt;
&lt;p&gt;To learn more - check out our &lt;a class=&#34;link&#34; href=&#34;https://docs.onyx.app/welcome?utm_source=onyx_repo&amp;amp;utm_medium=github&amp;amp;utm_campaign=readme&#34;  target=&#34;_blank&#34; rel=&#34;noopener&#34;
    &gt;docs&lt;/a&gt;!&lt;/p&gt;
&lt;hr&gt;
&lt;h2 id=&#34;-deployment-modes&#34;&gt;🚀 Deployment Modes
&lt;/h2&gt;&lt;blockquote&gt;
&lt;p&gt;Onyx supports deployments in Docker, Kubernetes, Helm/Terraform and provides guides for major cloud providers.
Detailed deployment guides found &lt;a class=&#34;link&#34; href=&#34;https://docs.onyx.app/deployment/overview&#34;  target=&#34;_blank&#34; rel=&#34;noopener&#34;
    &gt;here&lt;/a&gt;.&lt;/p&gt;
&lt;/blockquote&gt;
&lt;p&gt;Onyx supports two separate deployment options: standard and lite.&lt;/p&gt;
&lt;h4 id=&#34;onyx-lite&#34;&gt;Onyx Lite
&lt;/h4&gt;&lt;p&gt;The Lite mode can be thought of as a lightweight Chat UI. It requires less resources (under 1GB memory) and runs a less complex stack.
It is great for users who want to test out Onyx quickly or for teams who are only interested in the Chat UI and Agents functionalities.&lt;/p&gt;
&lt;h4 id=&#34;standard-onyx&#34;&gt;Standard Onyx
&lt;/h4&gt;&lt;p&gt;The complete feature set of Onyx which is recommended for serious users and larger teams. Additional components not included in Lite mode:&lt;/p&gt;
&lt;ul&gt;
&lt;li&gt;Vector + Keyword index for RAG.&lt;/li&gt;
&lt;li&gt;Background containers to run job queues and workers for syncing knowledge from connectors.&lt;/li&gt;
&lt;li&gt;AI model inference servers to run deep learning models used during indexing and inference.&lt;/li&gt;
&lt;li&gt;Performance optimizations for large scale use via in memory cache (Redis) and blob store (MinIO).&lt;/li&gt;
&lt;/ul&gt;
&lt;blockquote&gt;
&lt;p&gt;[!TIP]&lt;br&gt;
&lt;strong&gt;To try Onyx for free without deploying, visit &lt;a class=&#34;link&#34; href=&#34;https://cloud.onyx.app/signup?utm_source=onyx_repo&amp;amp;utm_medium=github&amp;amp;utm_campaign=readme&#34;  target=&#34;_blank&#34; rel=&#34;noopener&#34;
    &gt;Onyx Cloud&lt;/a&gt;&lt;/strong&gt;.&lt;/p&gt;
&lt;/blockquote&gt;
&lt;hr&gt;
&lt;h2 id=&#34;-onyx-for-enterprise&#34;&gt;🏢 Onyx for Enterprise
&lt;/h2&gt;&lt;p&gt;Onyx is built for teams of all sizes, from individual users to the largest global enterprises:&lt;/p&gt;
&lt;ul&gt;
&lt;li&gt;👥 Collaboration: Share chats and agents with other members of your organization.&lt;/li&gt;
&lt;li&gt;🔐 Single Sign On: SSO via Google OAuth, OIDC, or SAML. Group syncing and user provisioning via SCIM.&lt;/li&gt;
&lt;li&gt;🛡️ Role Based Access Control: RBAC for sensitive resources like access to agents, actions, etc.&lt;/li&gt;
&lt;li&gt;📊 Analytics: Usage graphs broken down by teams, LLMs, or agents.&lt;/li&gt;
&lt;li&gt;🕵️ Query History: Audit usage to ensure safe adoption of AI in your organization.&lt;/li&gt;
&lt;li&gt;💻 Custom code: Run custom code to remove PII, reject sensitive queries, or to run custom analysis.&lt;/li&gt;
&lt;li&gt;🎨 Whitelabeling: Customize the look and feel of Onyx with custom naming, icons, banners, and more.&lt;/li&gt;
&lt;/ul&gt;
&lt;h2 id=&#34;-licensing&#34;&gt;📚 Licensing
&lt;/h2&gt;&lt;p&gt;There are two editions of Onyx:&lt;/p&gt;
&lt;ul&gt;
&lt;li&gt;Onyx Community Edition (CE) is available freely under the MIT license and covers all of the core features for Chat, RAG, Agents, and Actions.&lt;/li&gt;
&lt;li&gt;Onyx Enterprise Edition (EE) includes extra features that are primarily useful for larger organizations.&lt;/li&gt;
&lt;/ul&gt;
&lt;p&gt;For feature details, check out &lt;a class=&#34;link&#34; href=&#34;https://www.onyx.app/pricing?utm_source=onyx_repo&amp;amp;utm_medium=github&amp;amp;utm_campaign=readme&#34;  target=&#34;_blank&#34; rel=&#34;noopener&#34;
    &gt;our website&lt;/a&gt;.&lt;/p&gt;
&lt;h2 id=&#34;-community&#34;&gt;👪 Community
&lt;/h2&gt;&lt;p&gt;Join our open source community on &lt;strong&gt;&lt;a class=&#34;link&#34; href=&#34;https://discord.gg/TDJ59cGV2X&#34;  target=&#34;_blank&#34; rel=&#34;noopener&#34;
    &gt;Discord&lt;/a&gt;&lt;/strong&gt;!&lt;/p&gt;
&lt;h2 id=&#34;-contributing&#34;&gt;💡 Contributing
&lt;/h2&gt;&lt;p&gt;Looking to contribute? Please check out the &lt;a class=&#34;link&#34; href=&#34;CONTRIBUTING.md&#34; &gt;Contribution Guide&lt;/a&gt; for more details.&lt;/p&gt;
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