openenv/pr_835/en/_app/immutable/nodes/25.78eeea8a.js

import{s as aa,n as oa,o as ra}from"../chunks/scheduler.2b22cead.js";import{S as Ma,i as ma,e as p,s,c as r,h as wa,a,d as l,b as i,f as Jl,g as M,j as o,k as hl,l as J,m as n,n as m,t as w,o as T,p as y}from"../chunks/index.1a0e8013.js";import{C as Ta,H as c,E as ya}from"../chunks/MermaidChart.svelte_svelte_type_style_lang.84279b3a.js";import{C as u}from"../chunks/CodeBlock.67934f69.js";function ca(di){let h,bl,Ul,fl,U,v,wi,j,Ti,I,hi='<img src="https://raw.githubusercontent.com/huggingface/OpenEnv/main/envs/openapp_env/assets/OpenApps_OpenEnv_RL.png" alt="OpenApps Environment" width="800"/>',yi,wl,bi='<em>A web application simulation environment for OpenEnv that wraps the <a href="https://github.com/facebookresearch/OpenApps" rel="nofollow">OpenApps</a> framework and BrowserGym.</em>',vl,C,jl,g,fi="The OpenApp environment provides a simulated web application ecosystem where agents can interact with various apps (calendar, todo, messenger, maps) using browser-based actions.",Il,b,vi='<img src="https://raw.githubusercontent.com/huggingface/OpenEnv/main/envs/openapp_env/assets/openapps-demo.gif" alt="OpenApps Demo" width="800"/>',Cl,$,ji="This environment is ideal for:",gl,B,Ii="<li>Training and evaluating UI agents</li> <li>Testing web automation strategies</li> <li>Researching human-computer interaction</li> <li>Developing multimodal agents</li>",$l,A,Bl,G,Ci="<li><strong>Multiple Apps</strong>: Interact with calendar, todo list, messenger, and map applications</li> <li><strong>Browser-Based Actions</strong>: Click, fill forms, navigate, scroll, and more</li> <li><strong>Task-Based Evaluation</strong>: Optional task goals with automatic reward calculation</li> <li><strong>Configurable</strong>: Customize app configurations and behavior</li> <li><strong>BrowserGym Integration</strong>: Built on top of BrowserGym for robust browser interaction</li>",Al,k,Gl,x,kl,Z,gi="<strong>Key Components:</strong>",xl,E,$i="<li><strong>client.py</strong>: <code>OpenAppEnv</code> class that extends <code>HTTPEnvClient</code> for remote environment interaction</li> <li><strong>models.py</strong>: <code>OpenAppAction</code> and <code>OpenAppObservation</code> dataclasses with validation</li> <li><strong>server/openapp_environment.py</strong>: <code>OpenAppEnvironment</code> class that wraps BrowserGym and OpenApps</li> <li><strong>server/app.py</strong>: FastAPI server that exposes the environment via HTTP endpoints</li> <li><strong>server/Dockerfile</strong>: Self-contained Docker image with OpenApps server and FastAPI server</li> <li><strong>server/start.sh</strong>: Startup script that launches both OpenApps (port 5001) and FastAPI (port 8000)</li>",Zl,_,El,H,Bi="There are two ways to use the OpenApp environment: <strong>Docker mode</strong> (recommended, fully self-contained) or <strong>Local mode</strong> (requires manual server setup).",_l,R,Hl,W,Ai="Docker mode is fully self-contained and handles all dependencies automatically. No local installation required!",Rl,L,Gi="<strong>Step 1: Build the Docker image</strong>",Wl,Q,ki="The Docker image can be built in standalone mode using only public base images:",Ll,V,Ql,X,xi="<strong>Note for Meta/Corporate Networks:</strong> If you’re behind a proxy (HTTP_PROXY/HTTPS_PROXY set), you may need to bypass it for localhost connections:",Vl,F,Xl,S,Zi="<strong>What gets installed in Docker:</strong>",Fl,N,Ei="<li><strong>OpenEnv core</strong>: Installed as a dependency</li> <li><strong>OpenApps</strong>: Cloned from GitHub and installed (runs server inside container)</li> <li><strong>Core packages</strong>: FastAPI, Uvicorn, Pydantic, Requests (from pyproject.toml)</li> <li><strong>BrowserGym</strong>: For browser automation</li> <li><strong>Playwright</strong>: Chromium browser for UI interaction</li> <li><strong>Web interface support</strong>: Enabled by default via <code>ENABLE_WEB_INTERFACE=true</code></li>",Sl,Y,_i=`<strong>How Docker mode works:</strong>
The Docker container runs TWO services automatically:`,Nl,O,Hi="<li><strong>OpenApps server</strong> (port 5001) - Provides the web applications (calendar, todo, messenger, maps)</li> <li><strong>FastAPI server</strong> (port 8000) - Exposes the OpenEnv HTTP API</li>",Yl,P,Ri="Both servers start automatically when the container launches. You only interact with port 8000.",Ol,z,Wi="<strong>Build details:</strong>",Pl,D,Li="<li>Base image: <code>python:3.11-slim</code> (public)</li> <li>Installation: Uses <code>pip install -e .</code> with pyproject.toml</li> <li>System deps: Playwright/Chromium dependencies for browser automation</li> <li>Size: ~5.7GB (includes Chromium browser and all dependencies)</li>",zl,q,Qi="<strong>Step 2: Run the example</strong>",Dl,K,ql,ee,Vi="<strong>Note:</strong> For Docker mode, you only need Python installed locally to run the example script. All environment dependencies are inside the Docker container.",Kl,te,en,le,Xi="Local mode requires manual setup of the OpenApps server. This mode is useful for development or when you need to customize the OpenApps configuration.",tn,ne,Fi="<strong>Prerequisites:</strong>",ln,se,Si="<li>Python 3.11+ installed</li> <li>UV package manager (recommended) or pip</li>",nn,ie,Ni="<strong>Step 1: Install openapp_env</strong>",sn,pe,pn,ae,Yi="This installs the environment package along with dependencies (BrowserGym, Playwright, etc.).",an,oe,Oi="<strong>Step 2: Install Playwright browsers</strong>",on,re,rn,Me,Pi="<strong>Step 3: Clone and set up OpenApps</strong> (for running the server)",Mn,me,mn,we,zi="<strong>Why do I need the OpenApps repository?</strong>",wn,Te,Di="The OpenApps Python package (installed via pip in Step 1) provides the library code, but the repository contains:",Tn,ye,qi="<li><code>launch.py</code> - The server startup script</li> <li><code>config/</code> - Hydra configuration files</li> <li>Application templates and assets</li>",yn,ce,Ki="In Docker mode, all of this is included in the container, so you don’t need to clone anything.",cn,ue,un,Je,Jn,Ue,ep="Docker mode is the easiest way - everything is automated:",Un,de,dn,he,tp="The Docker container automatically:",hn,be,lp="<li>Starts the OpenApps server (port 5001)</li> <li>Starts the FastAPI server (port 8000)</li> <li>Manages both services for you</li>",bn,fe,np="No manual server setup required!",fn,ve,sp="<strong>What happens inside the container:</strong>",vn,je,ip="When you run <code>from_docker_image()</code>, the following happens automatically:",jn,d,Ie,Tl,pp="<strong>Container Startup</strong> (<code>/app/start.sh</code> runs):",ci,Ce,ui,ge,yl,ap="<strong>Your client code</strong> interacts only with port 8000:",Ji,$e,Ui,cl,op="<p><strong>On cleanup</strong>, both servers are automatically stopped when the container is removed.</p>",In,Be,Cn,Ae,rp="For local usage, you need the OpenApps repository to run the server:",gn,Ge,Mp="<strong>Step 1: Clone OpenApps (if you haven’t already)</strong>",$n,ke,Bn,xe,mp="<strong>Step 2: Start OpenApps Server</strong> (in terminal 1)",An,Ze,wp="To run the server in <strong>headless mode</strong> (no browser window):",Gn,Ee,kn,_e,Tp="To run the server with <strong>visible browser</strong> for visualization:",xn,He,Zn,Re,yp="Wait for the server to start (you’ll see “Port 5001 is available” or similar).",En,We,cp="<strong>Step 3: Run your code</strong> (in terminal 2)",_n,Le,Hn,Qe,up="<strong>Note:</strong> The OpenApps Python package (installed via pip) provides the modules, but you need the full repository to run launch.py with its config files.",Rn,Ve,Wn,Xe,Ln,Fe,Qn,Se,Jp="There are multiple ways to see what the agent is doing:",Vn,Ne,Up="<strong>Option 1: Show Browser Window (Local Mode)</strong>",Xn,Ye,dp="The key is to start the OpenApps server with visualization enabled:",Fn,Oe,Sn,Pe,hp="<strong>Important:</strong> The browser visualization is controlled by the OpenApps server, not the client. You must launch the server with <code>browsergym_env_args.headless=False</code> to see the browser window.",Nn,ze,bp="<strong>Option 2: Access Web Interface Directly</strong>",Yn,De,fp="While the OpenApps server is running, open your browser to:",On,qe,vp="<li>Main page: <code>http://localhost:5001</code></li> <li>Calendar: <code>http://localhost:5001/calendar</code></li> <li>Todo: <code>http://localhost:5001/todo</code></li> <li>Messenger: <code>http://localhost:5001/messages</code></li> <li>Maps: <code>http://localhost:5001/maps</code></li>",Pn,Ke,jp="<strong>Option 3: Docker Web Interface</strong>",zn,et,Ip="When running in Docker mode, you can also access a web interface for manual testing:",Dn,tt,qn,lt,Cp="<strong>Note:</strong> In Docker mode, the OpenApps server runs inside the container and is not directly accessible from your host machine. The FastAPI server at port 8000 acts as a proxy to interact with OpenApps.",Kn,nt,es,st,ts,it,ls,pt,gp="The environment supports the following action types:",ns,at,$p="<li><p><strong>click</strong>: Click on an element</p> <ul><li>Required: <code>bid</code> (BrowserGym element ID)</li></ul></li> <li><p><strong>fill</strong>: Fill a text input field</p> <ul><li>Required: <code>bid</code>, <code>text</code></li></ul></li> <li><p><strong>select_option</strong>: Select from dropdown</p> <ul><li>Required: <code>bid</code>, <code>value</code></li></ul></li> <li><p><strong>goto</strong>: Navigate to a URL</p> <ul><li>Required: <code>url</code></li></ul></li> <li><p><strong>scroll</strong>: Scroll the page</p> <ul><li>Required: <code>direction</code> (“up” or “down”)</li></ul></li> <li><p><strong>send_keys</strong>: Send keyboard input</p> <ul><li>Required: <code>text</code></li></ul></li> <li><p><strong>noop</strong>: No operation</p></li>",ss,ot,is,rt,Bp="Each observation includes:",ps,Mt,Ap="<li><strong>html</strong>: Current page HTML content</li> <li><strong>url</strong>: Current page URL</li> <li><strong>open_pages_urls</strong>: List of all open page URLs</li> <li><strong>active_page_index</strong>: Index of currently active page</li> <li><strong>screenshot</strong>: Base64-encoded screenshot (optional)</li> <li><strong>axtree_txt</strong>: Accessibility tree for element interaction</li> <li><strong>app_state</strong>: Current state of all apps (calendar events, todos, messages, etc.)</li> <li><strong>task_info</strong>: Information about current task (if using tasks)</li> <li><strong>last_action_error</strong>: Error message if last action failed</li>",as,mt,os,wt,rs,Tt,Ms,yt,Gp="<strong>Note:</strong> OpenApps is automatically detected from the installed Python package. You can optionally override with <code>openapps_path</code> parameter or <code>OPENAPPS_PATH</code> environment variable if needed.",ms,ct,ws,ut,kp="The environment can be configured with specific tasks from OpenApps. Tasks define:",Ts,Jt,xp="<li>Goal state (e.g., “Add a meeting with Dennis to the calendar”)</li> <li>Reward function based on app state changes</li> <li>Success criteria</li>",ys,Ut,Zp='See <a href="https://facebookresearch.github.io/OpenApps/" rel="nofollow">OpenApps documentation</a> for available tasks.',cs,dt,us,ht,Js,bt,Us,ft,ds,vt,hs,jt,Ep="The server will start at <code>http://localhost:8000</code>",bs,It,fs,Ct,vs,gt,js,$t,_p="This environment integrates:",Is,Bt,Hp='<li><a href="https://github.com/facebookresearch/OpenApps" rel="nofollow">OpenApps</a> - Web application simulation framework</li> <li><a href="https://github.com/ServiceNow/BrowserGym" rel="nofollow">BrowserGym</a> - Browser automation environment</li>',Cs,At,gs,Gt,$s,kt,Rp="<strong>Error: <code>Container did not become ready</code></strong>",Bs,xt,Wp="If you’re behind a corporate proxy (Meta/Facebook networks), set <code>NO_PROXY</code>:",As,Zt,Gs,Et,Lp="<strong>Error: <code>Environment variable &#39;USER&#39; not found</code></strong>",ks,_t,Qp="This is automatically handled in the Dockerfile with <code>ENV USER=root</code>. If you see this, rebuild the image.",xs,Ht,Vp="<strong>Container exits immediately</strong>",Zs,Rt,Xp="Check the logs to see which server failed:",Es,Wt,_s,Lt,Fp="Common causes:",Hs,Qt,Sp="<li>OpenApps server failed to start (check for port conflicts)</li> <li>Missing dependencies (rebuild with <code>--no-cache</code>)</li>",Rs,Vt,Ws,Xt,Np="<strong>Error: <code>OPENAPPS_URL not set</code></strong>",Ls,Ft,Yp="Set the environment variable before running:",Qs,St,Vs,Nt,Op="<strong>Error: <code>Connection refused to localhost:5001</code></strong>",Xs,Yt,Pp="Make sure the OpenApps server is running:",Fs,Ot,Ss,Pt,zp="<strong>Browser visualization not working</strong>",Ns,zt,Dp="The visualization is controlled by the <strong>server</strong>, not the client:",Ys,Dt,Os,qt,Ps,Kt,qp="<strong>Docker container is slow</strong>",zs,el,Kp="The container runs both a full Chromium browser and web applications. For faster performance:",Ds,tl,ea="<li>Increase Docker memory allocation (6GB+ recommended)</li> <li>Use headless mode (default)</li> <li>Reduce <code>max_steps</code> in environment configuration</li>",qs,ll,ta="<strong>Large Docker image size</strong>",Ks,nl,la="The image is ~5.7GB due to:",ei,sl,na="<li>Chromium browser (~1.5GB)</li> <li>OpenApps dependencies (~2GB)</li> <li>BrowserGym and ML libraries (~2GB)</li>",ti,il,sa="This is expected for a full browser automation environment.",li,pl,ni,al,ia="BSD 3-Clause License (see LICENSE file in OpenEnv root directory)",si,ol,ii,rl,pa="If you use this environment in your research, please cite both OpenEnv and OpenApps:",pi,Ml,ai,ml,oi,dl,ri;return v=new Ta({props:{containerStyle:"float: right; margin-left: 10px; display: inline-flex; position: relative; z-index: 10;"}}),j=new c({props:{title:"OpenApp Environment",local:"openapp-environment",headingTag:"h1"}}),C=new c({props:{title:"Overview",local:"overview",headingTag:"h2"}}),A=new c({props:{title:"Features",local:"features",headingTag:"h2"}}),k=new c({props:{title:"Directory Structure",local:"directory-structure",headingTag:"h2"}}),x=new u({props:{code:"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",highlighted:`openapp_env/
├── __init__.py                   <span class="hljs-comment"># Package exports</span>
├── client.py                     <span class="hljs-comment"># HTTP client for connecting to OpenApp</span>
├── models.py                     <span class="hljs-comment"># Data models for actions and observations</span>
├── pyproject.toml                <span class="hljs-comment"># Package dependencies and configuration</span>
├── openenv.yaml                  <span class="hljs-comment"># OpenEnv environment configuration</span>
├── test_openapp_env.py           <span class="hljs-comment"># Unit tests for environment structure</span>
├── README.md                     <span class="hljs-comment"># This file</span>
├── IMPLEMENTATION.md             <span class="hljs-comment"># Implementation details and design decisions</span>
├── example_usage.py              <span class="hljs-comment"># Basic usage example (legacy)</span>
├── assets/                       <span class="hljs-comment"># Images and media</span>
│   ├── OpenApps_OpenEnv_RL.png   <span class="hljs-comment"># Environment overview diagram</span>
│   └── openapps-demo.gif         <span class="hljs-comment"># Demo animation</span>
└── server/                       <span class="hljs-comment"># Server-side environment implementation</span>
    ├── __init__.py
    ├── app.py                    <span class="hljs-comment"># FastAPI server application</span>
    ├── openapp_environment.py    <span class="hljs-comment"># Core environment logic (BrowserGym + OpenApps)</span>
    ├── Dockerfile                <span class="hljs-comment"># Docker image definition</span>
    └── <span class="hljs-literal">start</span>.sh                  <span class="hljs-comment"># Container startup script (runs both servers)</span>`,lang:"",wrap:!1}}),_=new c({props:{title:"Installation",local:"installation",headingTag:"h2"}}),R=new c({props:{title:"Option 1: Docker Mode (Recommended)",local:"option-1-docker-mode-recommended",headingTag:"h3"}}),V=new u({props:{code:"JTIzJTIwQnVpbGQlMjBmcm9tJTIwdGhlJTIwZW52aXJvbm1lbnQlMjBkaXJlY3RvcnklMEFjZCUyMGVudnMlMkZvcGVuYXBwX2VudiUwQWRvY2tlciUyMGJ1aWxkJTIwLXQlMjBvcGVuYXBwLWVudiUzQWxhdGVzdCUyMC1mJTIwc2VydmVyJTJGRG9ja2VyZmlsZSUyMC4=",highlighted:`<span class="hljs-comment"># Build from the environment directory</span>
<span class="hljs-built_in">cd</span> envs/openapp_env
docker build -t openapp-env:latest -f server/Dockerfile .`,lang:"bash",wrap:!1}}),F=new u({props:{code:"ZXhwb3J0JTIwTk9fUFJPWFklM0Rsb2NhbGhvc3QlMkMxMjcuMC4wLjElMEFjZCUyMGVudnMlMkZvcGVuYXBwX2VudiUwQWRvY2tlciUyMGJ1aWxkJTIwLXQlMjBvcGVuYXBwLWVudiUzQWxhdGVzdCUyMC1mJTIwc2VydmVyJTJGRG9ja2VyZmlsZSUyMC4=",highlighted:`<span class="hljs-built_in">export</span> NO_PROXY=localhost,127.0.0.1
<span class="hljs-built_in">cd</span> envs/openapp_env
docker build -t openapp-env:latest -f server/Dockerfile .`,lang:"bash",wrap:!1}}),K=new u({props:{code:"JTIzJTIwRm9yJTIwTWV0YSUyRkNvcnBvcmF0ZSUyME5ldHdvcmtzJTIwd2l0aCUyMHByb3h5JTJDJTIwYWxzbyUyMHNldCUyME5PX1BST1hZJTNBJTBBZXhwb3J0JTIwTk9fUFJPWFklM0Rsb2NhbGhvc3QlMkMxMjcuMC4wLjElMEElMEFweXRob24lMjBleGFtcGxlcyUyRm9wZW5hcHBfZXhhbXBsZS5weSUyMC0tbW9kZSUyMGRvY2tlcg==",highlighted:`<span class="hljs-comment"># For Meta/Corporate Networks with proxy, also set NO_PROXY:</span>
<span class="hljs-built_in">export</span> NO_PROXY=localhost,127.0.0.1

python examples/openapp_example.py --mode docker`,lang:"bash",wrap:!1}}),te=new c({props:{title:"Option 2: Local Mode",local:"option-2-local-mode",headingTag:"h3"}}),pe=new u({props:{code:"Y2QlMjBlbnZzJTJGb3BlbmFwcF9lbnYlMEFwaXAlMjBpbnN0YWxsJTIwLWUlMjAu",highlighted:`<span class="hljs-built_in">cd</span> envs/openapp_env
pip install -e .`,lang:"bash",wrap:!1}}),re=new u({props:{code:"cGxheXdyaWdodCUyMGluc3RhbGwlMjBjaHJvbWl1bQ==",highlighted:"playwright install chromium",lang:"bash",wrap:!1}}),me=new u({props:{code:"JTIzJTIwQ2xvbmUlMjBPcGVuQXBwcyUyMHJlcG9zaXRvcnklMEFnaXQlMjBjbG9uZSUyMGh0dHBzJTNBJTJGJTJGZ2l0aHViLmNvbSUyRmZhY2Vib29rcmVzZWFyY2glMkZPcGVuQXBwcy5naXQlMEFjZCUyME9wZW5BcHBzJTBBJTBBJTIzJTIwSW5zdGFsbCUyMGRlcGVuZGVuY2llcyUwQXV2JTIwc3luYyUyMCUyMCUyMyUyMG9yJTNBJTIwcGlwJTIwaW5zdGFsbCUyMC1lJTIwLg==",highlighted:`<span class="hljs-comment"># Clone OpenApps repository</span>
git <span class="hljs-built_in">clone</span> https://github.com/facebookresearch/OpenApps.git
<span class="hljs-built_in">cd</span> OpenApps

<span class="hljs-comment"># Install dependencies</span>
uv <span class="hljs-built_in">sync</span>  <span class="hljs-comment"># or: pip install -e .</span>`,lang:"bash",wrap:!1}}),ue=new c({props:{title:"Quick Start",local:"quick-start",headingTag:"h2"}}),Je=new c({props:{title:"Running with Docker (Recommended)",local:"running-with-docker-recommended",headingTag:"h3"}}),de=new u({props:{code:"JTIzJTIwRm9yJTIwTWV0YSUyRkNvcnBvcmF0ZSUyMG5ldHdvcmtzJTIwd2l0aCUyMHByb3h5JTJDJTIwc2V0JTIwTk9fUFJPWFklMjBmaXJzdCUzQSUwQWV4cG9ydCUyME5PX1BST1hZJTNEbG9jYWxob3N0JTJDMTI3LjAuMC4xJTBBJTBBJTIzJTIwUnVuJTIwdGhlJTIwZXhhbXBsZSUwQXB5dGhvbiUyMGV4YW1wbGVzJTJGb3BlbmFwcF9leGFtcGxlLnB5JTIwLS1tb2RlJTIwZG9ja2Vy",highlighted:`<span class="hljs-comment"># For Meta/Corporate networks with proxy, set NO_PROXY first:</span>
<span class="hljs-built_in">export</span> NO_PROXY=localhost,127.0.0.1

<span class="hljs-comment"># Run the example</span>
python examples/openapp_example.py --mode docker`,lang:"bash",wrap:!1}}),Ce=new u({props:{code:"JTIzJTIwTGF1bmNoZXMlMjBPcGVuQXBwcyUyMHNlcnZlciUyMGluJTIwYmFja2dyb3VuZCUwQWNkJTIwJTJGYXBwJTJGb3BlbmFwcHMlMEFweXRob24lMjBsYXVuY2gucHklMjAlMjYlMEElMEElMjMlMjBXYWl0cyUyMGZvciUyMHBvcnQlMjA1MDAxJTIwdG8lMjBiZSUyMHJlYWR5JTBBJTIzJTIwVGhlbiUyMHN0YXJ0cyUyMEZhc3RBUEklMjBzZXJ2ZXIlMEF1dmljb3JuJTIwb3BlbmFwcF9lbnYuc2VydmVyLmFwcCUzQWFwcCUyMC0taG9zdCUyMDAuMC4wLjAlMjAtLXBvcnQlMjA4MDAw",highlighted:`<span class="hljs-comment"># Launches OpenApps server in background</span>
<span class="hljs-built_in">cd</span> /app/openapps
python launch.py &amp;

<span class="hljs-comment"># Waits for port 5001 to be ready</span>
<span class="hljs-comment"># Then starts FastAPI server</span>
uvicorn openapp_env.server.app:app --host 0.0.0.0 --port 8000`,lang:"bash",wrap:!1}}),$e=new u({props:{code:"Y2xpZW50JTIwJTNEJTIwT3BlbkFwcEVudi5mcm9tX2RvY2tlcl9pbWFnZSglMjJvcGVuYXBwLWVudiUzQWxhdGVzdCUyMiklMEElMjMlMjBDbGllbnQlMjAtJTNFJTIwRmFzdEFQSSUyMChwb3J0JTIwODAwMCklMjAtJTNFJTIwT3BlbkFwcHMlMjAocG9ydCUyMDUwMDEp",highlighted:`client = OpenAppEnv.from_docker_image(<span class="hljs-string">&quot;openapp-env:latest&quot;</span>)
<span class="hljs-comment"># Client -&gt; FastAPI (port 8000) -&gt; OpenApps (port 5001)</span>`,lang:"python",wrap:!1}}),Be=new c({props:{title:"Running Locally",local:"running-locally",headingTag:"h3"}}),ke=new u({props:{code:"Z2l0JTIwY2xvbmUlMjBodHRwcyUzQSUyRiUyRmdpdGh1Yi5jb20lMkZmYWNlYm9va3Jlc2VhcmNoJTJGT3BlbkFwcHMuZ2l0JTBBY2QlMjBPcGVuQXBwcyUwQXV2JTIwc3luYw==",highlighted:`git <span class="hljs-built_in">clone</span> https://github.com/facebookresearch/OpenApps.git
<span class="hljs-built_in">cd</span> OpenApps
uv <span class="hljs-built_in">sync</span>`,lang:"bash",wrap:!1}}),Ee=new u({props:{code:"Y2QlMjBPcGVuQXBwcyUyMCUyMCUyMyUyMG9yJTIwd2hlcmV2ZXIlMjB5b3UlMjBjbG9uZWQlMjBpdCUwQXV2JTIwcnVuJTIwbGF1bmNoLnB5JTBBJTBBJTIzJTIwb3IlMjBpbnN0ZWFkJTIwb2YlMjB0aGUlMjB1diUyMHJ1biUyMHlvdSUyMGNhbiUyMHVzZSUyMHRoZSUyMFB5dGhvbiUyMGNvbW1hbmQlM0ElMEFweXRob24lMjBPcGVuQXBwcyUyRmxhdW5jaC5weQ==",highlighted:`<span class="hljs-built_in">cd</span> OpenApps  <span class="hljs-comment"># or wherever you cloned it</span>
uv run launch.py

<span class="hljs-comment"># or instead of the uv run you can use the Python command:</span>
python OpenApps/launch.py`,lang:"bash",wrap:!1}}),He=new u({props:{code:"Y2QlMjBPcGVuQXBwcyUwQXB5dGhvbiUyME9wZW5BcHBzJTJGbGF1bmNoLnB5JTIwYnJvd3Nlcmd5bV9lbnZfYXJncy5oZWFkbGVzcyUzREZhbHNl",highlighted:`<span class="hljs-built_in">cd</span> OpenApps
python OpenApps/launch.py browsergym_env_args.headless=False`,lang:"bash",wrap:!1}}),Le=new u({props:{code:"ZXhwb3J0JTIwT1BFTkFQUFNfVVJMJTNEaHR0cCUzQSUyRiUyRmxvY2FsaG9zdCUzQTUwMDElMEFweXRob24lMjBleGFtcGxlcyUyRm9wZW5hcHBfZXhhbXBsZS5weSUyMC0tbW9kZSUyMGxvY2Fs",highlighted:`<span class="hljs-built_in">export</span> OPENAPPS_URL=http://localhost:5001
python examples/openapp_example.py --mode <span class="hljs-built_in">local</span>`,lang:"bash",wrap:!1}}),Ve=new c({props:{title:"Example Script",local:"example-script",headingTag:"h3"}}),Xe=new u({props:{code:"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",highlighted:`<span class="hljs-comment"># Run with Docker (recommended)</span>
python examples/openapp_example.py --mode docker

<span class="hljs-comment"># Run locally (requires OpenApps server running)</span>
<span class="hljs-built_in">export</span> OPENAPPS_URL=http://localhost:5001
python examples/openapp_example.py --mode <span class="hljs-built_in">local</span>

<span class="hljs-comment"># Show browser window to visualize agent actions</span>
python examples/openapp_example.py --mode <span class="hljs-built_in">local</span> --show-browser

<span class="hljs-comment"># Run with custom number of steps</span>
python examples/openapp_example.py --mode docker --num-steps 20

<span class="hljs-comment"># See all options</span>
python examples/openapp_example.py --<span class="hljs-built_in">help</span>`,lang:"bash",wrap:!1}}),Fe=new c({props:{title:"Visualizing Agent Interactions",local:"visualizing-agent-interactions",headingTag:"h3"}}),Oe=new u({props:{code:"JTIzJTIwVGVybWluYWwlMjAxJTNBJTIwU3RhcnQlMjBPcGVuQXBwcyUyMHNlcnZlciUyMHdpdGglMjB2aXNpYmxlJTIwYnJvd3NlciUwQWNkJTIwT3BlbkFwcHMlMEFweXRob24lMjBPcGVuQXBwcyUyRmxhdW5jaC5weSUyMGJyb3dzZXJneW1fZW52X2FyZ3MuaGVhZGxlc3MlM0RGYWxzZSUwQSUwQSUyMyUyMFRlcm1pbmFsJTIwMiUzQSUyMFJ1biUyMHlvdXIlMjBhZ2VudCUyMGNvZGUlMEFleHBvcnQlMjBPUEVOQVBQU19VUkwlM0RodHRwJTNBJTJGJTJGbG9jYWxob3N0JTNBNTAwMSUwQXB5dGhvbiUyMGV4YW1wbGVzJTJGb3BlbmFwcF9leGFtcGxlLnB5JTIwLS1tb2RlJTIwbG9jYWw=",highlighted:`<span class="hljs-comment"># Terminal 1: Start OpenApps server with visible browser</span>
<span class="hljs-built_in">cd</span> OpenApps
python OpenApps/launch.py browsergym_env_args.headless=False

<span class="hljs-comment"># Terminal 2: Run your agent code</span>
<span class="hljs-built_in">export</span> OPENAPPS_URL=http://localhost:5001
python examples/openapp_example.py --mode <span class="hljs-built_in">local</span>`,lang:"bash",wrap:!1}}),tt=new u({props:{code:"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",highlighted:`<span class="hljs-comment"># Start a container and keep it running</span>
docker run -d -p 8000:8000 openapp-env:latest

<span class="hljs-comment"># Access the web interface</span>
<span class="hljs-comment"># - Interactive UI: http://localhost:8000/web</span>
<span class="hljs-comment"># - API docs: http://localhost:8000/docs</span>
<span class="hljs-comment"># - OpenApps (internal): http://localhost:5001 (inside container)</span>`,lang:"bash",wrap:!1}}),nt=new c({props:{title:"Basic Usage",local:"basic-usage",headingTag:"h3"}}),st=new u({props:{code:"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",highlighted:`<span class="hljs-keyword">from</span> envs.openapp_env <span class="hljs-keyword">import</span> OpenAppAction, OpenAppEnv

<span class="hljs-comment"># Create environment from Docker image</span>
client = OpenAppEnv.from_docker_image(<span class="hljs-string">&quot;openapp-env:latest&quot;</span>)

<span class="hljs-comment"># Reset to initial state</span>
result = client.reset()
<span class="hljs-built_in">print</span>(<span class="hljs-string">f&quot;Starting URL: <span class="hljs-subst">{result.observation.url}</span>&quot;</span>)

<span class="hljs-comment"># Navigate to calendar app</span>
result = client.step(OpenAppAction(
    action_type=<span class="hljs-string">&quot;goto&quot;</span>,
    url=<span class="hljs-string">&quot;http://localhost:5001/calendar&quot;</span>
))

<span class="hljs-comment"># Click on a button (example bid)</span>
result = client.step(OpenAppAction(
    action_type=<span class="hljs-string">&quot;click&quot;</span>,
    bid=<span class="hljs-string">&quot;add-event-btn&quot;</span>
))

<span class="hljs-comment"># Fill in a form field</span>
result = client.step(OpenAppAction(
    action_type=<span class="hljs-string">&quot;fill&quot;</span>,
    bid=<span class="hljs-string">&quot;event-title-input&quot;</span>,
    text=<span class="hljs-string">&quot;Team Meeting&quot;</span>
))

<span class="hljs-built_in">print</span>(<span class="hljs-string">f&quot;Reward: <span class="hljs-subst">{result.reward}</span>&quot;</span>)
<span class="hljs-built_in">print</span>(<span class="hljs-string">f&quot;Done: <span class="hljs-subst">{result.done}</span>&quot;</span>)

<span class="hljs-comment"># Cleanup</span>
client.close()`,lang:"python",wrap:!1}}),it=new c({props:{title:"Action Types",local:"action-types",headingTag:"h3"}}),ot=new c({props:{title:"Observations",local:"observations",headingTag:"h3"}}),mt=new c({props:{title:"Configuration",local:"configuration",headingTag:"h2"}}),wt=new c({props:{title:"Environment Parameters",local:"environment-parameters",headingTag:"h3"}}),Tt=new u({props:{code:"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",highlighted:`<span class="hljs-keyword">from</span> envs.openapp_env.server.openapp_environment <span class="hljs-keyword">import</span> OpenAppEnvironment

env = OpenAppEnvironment(
    web_app_port=<span class="hljs-number">5001</span>,                   <span class="hljs-comment"># Port for OpenApps server</span>
    headless=<span class="hljs-literal">True</span>,                       <span class="hljs-comment"># Run browser in headless mode</span>
    task_name=<span class="hljs-string">&quot;add_meeting&quot;</span>,             <span class="hljs-comment"># Optional task name</span>
    apps_config={},                      <span class="hljs-comment"># App-specific configuration</span>
    max_steps=<span class="hljs-number">50</span>,                        <span class="hljs-comment"># Maximum steps per episode</span>
)`,lang:"python",wrap:!1}}),ct=new c({props:{title:"Tasks and Rewards",local:"tasks-and-rewards",headingTag:"h2"}}),dt=new c({props:{title:"Example: Task-Based Training",local:"example-task-based-training",headingTag:"h2"}}),ht=new u({props:{code:"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",highlighted:`<span class="hljs-keyword">from</span> envs.openapp_env <span class="hljs-keyword">import</span> OpenAppAction, OpenAppEnv

<span class="hljs-comment"># Create environment with a specific task</span>
client = OpenAppEnv.from_docker_image(<span class="hljs-string">&quot;openapp-env:latest&quot;</span>)

<span class="hljs-comment"># The task will guide the agent toward a specific goal</span>
<span class="hljs-comment"># Rewards will be based on progress toward completing the task</span>
result = client.reset()

<span class="hljs-comment"># Agent interacts to complete the task</span>
<span class="hljs-comment"># ... agent logic here ...</span>

client.close()`,lang:"python",wrap:!1}}),bt=new c({props:{title:"Development",local:"development",headingTag:"h2"}}),ft=new c({props:{title:"Running Server Locally (without Docker)",local:"running-server-locally-without-docker",headingTag:"h3"}}),vt=new u({props:{code:"Y2QlMjBlbnZzJTJGb3BlbmFwcF9lbnYlMEF1diUyMHJ1biUyMHNlcnZlcg==",highlighted:`<span class="hljs-built_in">cd</span> envs/openapp_env
uv run server`,lang:"bash",wrap:!1}}),It=new c({props:{title:"Testing",local:"testing",headingTag:"h3"}}),Ct=new u({props:{code:"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",highlighted:`<span class="hljs-keyword">from</span> openapp_env.server.openapp_environment <span class="hljs-keyword">import</span> OpenAppEnvironment
<span class="hljs-keyword">from</span> openapp_env.models <span class="hljs-keyword">import</span> OpenAppAction

<span class="hljs-keyword">def</span> <span class="hljs-title function_">test_environment</span>():
    env = OpenAppEnvironment()

    <span class="hljs-comment"># Test reset</span>
    obs = env.reset()
    <span class="hljs-keyword">assert</span> obs.url != <span class="hljs-string">&quot;&quot;</span>

    <span class="hljs-comment"># Test step</span>
    action = OpenAppAction(action_type=<span class="hljs-string">&quot;noop&quot;</span>)
    obs = env.step(action)
    <span class="hljs-keyword">assert</span> env.state.step_count == <span class="hljs-number">1</span>

    <span class="hljs-comment"># Cleanup</span>
    env.close()

test_environment()`,lang:"python",wrap:!1}}),gt=new c({props:{title:"Attribution",local:"attribution",headingTag:"h2"}}),At=new c({props:{title:"Troubleshooting",local:"troubleshooting",headingTag:"h2"}}),Gt=new c({props:{title:"Docker Build Issues",local:"docker-build-issues",headingTag:"h3"}}),Zt=new u({props:{code:"ZXhwb3J0JTIwTk9fUFJPWFklM0Rsb2NhbGhvc3QlMkMxMjcuMC4wLjElMEFkb2NrZXIlMjBidWlsZCUyMC10JTIwb3BlbmFwcC1lbnYlM0FsYXRlc3QlMjAtZiUyMGVudnMlMkZvcGVuYXBwX2VudiUyRnNlcnZlciUyRkRvY2tlcmZpbGUlMjAu",highlighted:`<span class="hljs-built_in">export</span> NO_PROXY=localhost,127.0.0.1
docker build -t openapp-env:latest -f envs/openapp_env/server/Dockerfile .`,lang:"bash",wrap:!1}}),Wt=new u({props:{code:"ZG9ja2VyJTIwbG9ncyUyMCUzQ2NvbnRhaW5lci1pZCUzRQ==",highlighted:"docker logs &lt;container-id&gt;",lang:"bash",wrap:!1}}),Vt=new c({props:{title:"Local Mode Issues",local:"local-mode-issues",headingTag:"h3"}}),St=new u({props:{code:"ZXhwb3J0JTIwT1BFTkFQUFNfVVJMJTNEaHR0cCUzQSUyRiUyRmxvY2FsaG9zdCUzQTUwMDElMEFweXRob24lMjBleGFtcGxlcyUyRm9wZW5hcHBfZXhhbXBsZS5weSUyMC0tbW9kZSUyMGxvY2Fs",highlighted:`<span class="hljs-built_in">export</span> OPENAPPS_URL=http://localhost:5001
python examples/openapp_example.py --mode <span class="hljs-built_in">local</span>`,lang:"bash",wrap:!1}}),Ot=new u({props:{code:"Y2QlMjBPcGVuQXBwcyUwQXV2JTIwcnVuJTIwbGF1bmNoLnB5",highlighted:`<span class="hljs-built_in">cd</span> OpenApps
uv run launch.py`,lang:"bash",wrap:!1}}),Dt=new u({props:{code:"JTIzJTIwU3RhcnQlMjBzZXJ2ZXIlMjB3aXRoJTIwdmlzaWJsZSUyMGJyb3dzZXIlMEFjZCUyME9wZW5BcHBzJTBBcHl0aG9uJTIwbGF1bmNoLnB5JTIwYnJvd3Nlcmd5bV9lbnZfYXJncy5oZWFkbGVzcyUzREZhbHNl",highlighted:`<span class="hljs-comment"># Start server with visible browser</span>
<span class="hljs-built_in">cd</span> OpenApps
python launch.py browsergym_env_args.headless=False`,lang:"bash",wrap:!1}}),qt=new c({props:{title:"Performance Issues",local:"performance-issues",headingTag:"h3"}}),pl=new c({props:{title:"License",local:"license",headingTag:"h2"}}),ol=new c({props:{title:"Citation",local:"citation",headingTag:"h2"}}),Ml=new u({props:{code:"JTQwYXJ0aWNsZSU3QnVsbHJpY2gyMDI1b3BlbmFwcHMwJTJDJTBBJTIwJTIwdGl0bGUlMjAlMjAlMjAlM0QlMjAlN0JPcGVuQXBwcyUzQSUyMFNpbXVsYXRpbmclMjBFbnZpcm9ubWVudCUyMFZhcmlhdGlvbnMlMjB0byUyME1lYXN1cmUlMjBVSS1BZ2VudCUyMFJlbGlhYmlsaXR5JTdEJTJDJTBBJTIwJTIwYXV0aG9yJTIwJTIwJTNEJTIwJTdCS2FyZW4lMjBVbGxyaWNoJTIwYW5kJTIwSmluZ3RvbmclMjBTdSUyMGFuZCUyMENsYXVkaWElMjBTaGklMjBhbmQlMjBBcmp1biUyMFN1YnJhbW9uaWFuJTIwYW5kJTIwQW1pciUyMEJhciUyMGFuZCUyMEl2YW4lMjBFdnRpbW92JTIwYW5kJTIwTmlrb2xhb3MlMjBUc2lsaXZpcyUyMGFuZCUyMFJhbmRhbGwlMjBCYWxlc3RyaWVybyUyMGFuZCUyMEp1bGlhJTIwS2VtcGUlMjBhbmQlMjBNYXJrJTIwSWJyYWhpbSU3RCUyQyUwQSUyMCUyMHllYXIlMjAlMjAlMjAlMjAlM0QlMjAlN0IyMDI1JTdEJTJDJTBBJTIwJTIwam91cm5hbCUyMCUzRCUyMCU3QmFyWGl2JTIwcHJlcHJpbnQlMjBhclhpdiUzQSUyMDI1MTEuMjA3NjYlN0QlMEElN0Q=",highlighted:`@article{ullrich2025openapps0,
  title   = {OpenApps: Simulating Environment Variations to Measure UI-Agent Reliability},
  author  = {Karen Ullrich <span class="hljs-keyword">and </span><span class="hljs-keyword">Jingtong </span>Su <span class="hljs-keyword">and </span>Claudia <span class="hljs-keyword">Shi </span><span class="hljs-keyword">and </span>Arjun <span class="hljs-keyword">Subramonian </span><span class="hljs-keyword">and </span>Amir <span class="hljs-keyword">Bar </span><span class="hljs-keyword">and </span>Ivan Evtimov <span class="hljs-keyword">and </span>Nikolaos Tsilivis <span class="hljs-keyword">and </span>Randall <span class="hljs-keyword">Balestriero </span><span class="hljs-keyword">and </span><span class="hljs-keyword">Julia </span>Kempe <span class="hljs-keyword">and </span>Mark Ibrahim},
  year    = {<span class="hljs-number">2025</span>},
  <span class="hljs-keyword">journal </span>= {arXiv preprint arXiv: <span class="hljs-number">2511</span>.<span class="hljs-number">20766</span>}
}`,lang:"bibtex",wrap:!1}}),ml=new 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