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<li class="md-nav__item md-nav__item--nested">
<input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_2_3" >
<div class="md-nav__link md-nav__container">
<a href="pages/app/settings/overview/" class="md-nav__link ">
<span class="md-ellipsis">
Settings
</span>
</a>
<label class="md-nav__link " for="__nav_2_3" id="__nav_2_3_label" tabindex="0">
<span class="md-nav__icon md-icon"></span>
</label>
</div>
<nav class="md-nav" data-md-level="2" aria-labelledby="__nav_2_3_label" aria-expanded="false">
<label class="md-nav__title" for="__nav_2_3">
<span class="md-nav__icon md-icon"></span>
Settings
</label>
<ul class="md-nav__list" data-md-scrollfix>
<li class="md-nav__item">
<a href="pages/app/settings/user-settings/" class="md-nav__link">
<span class="md-ellipsis">
User settings
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</a>
</li>
</ul>
</nav>
</li>
<li class="md-nav__item md-nav__item--nested">
<input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_2_4" >
<label class="md-nav__link" for="__nav_2_4" id="__nav_2_4_label" tabindex="0">
<span class="md-ellipsis">
Extension
</span>
<span class="md-nav__icon md-icon"></span>
</label>
<nav class="md-nav" data-md-level="2" aria-labelledby="__nav_2_4_label" aria-expanded="false">
<label class="md-nav__title" for="__nav_2_4">
<span class="md-nav__icon md-icon"></span>
Extension
</label>
<ul class="md-nav__list" data-md-scrollfix>
<li class="md-nav__item">
<a href="pages/app/ext/user-management/" class="md-nav__link">
<span class="md-ellipsis">
User management
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</nav>
</li>
<li class="md-nav__item">
<a href="pages/app/customize-flows/" class="md-nav__link">
<span class="md-ellipsis">
Customize flow logic
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</a>
</li>
<li class="md-nav__item">
<a href="pages/app/customize-ui/" class="md-nav__link">
<span class="md-ellipsis">
Customize UI
</span>
</a>
</li>
<li class="md-nav__item">
<a href="pages/app/functional-description/" class="md-nav__link">
<span class="md-ellipsis">
Functional description
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</ul>
</nav>
</li>
<li class="md-nav__item md-nav__item--section md-nav__item--nested">
<input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_3" >
<label class="md-nav__link" for="__nav_3" id="__nav_3_label" tabindex="">
<span class="md-ellipsis">
Tutorial
</span>
<span class="md-nav__icon md-icon"></span>
</label>
<nav class="md-nav" data-md-level="1" aria-labelledby="__nav_3_label" aria-expanded="false">
<label class="md-nav__title" for="__nav_3">
<span class="md-nav__icon md-icon"></span>
Tutorial
</label>
<ul class="md-nav__list" data-md-scrollfix>
<li class="md-nav__item">
<a href="data-components/" class="md-nav__link">
<span class="md-ellipsis">
Data & Data Structure Components
</span>
</a>
</li>
<li class="md-nav__item">
<a href="create-a-component/" class="md-nav__link">
<span class="md-ellipsis">
Creating a Component
</span>
</a>
</li>
<li class="md-nav__item">
<a href="ultilities/" class="md-nav__link">
<span class="md-ellipsis">
Utilities
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<li class="md-nav__item md-nav__item--section md-nav__item--nested">
<input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_4" >
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<a href="reference/agents/" class="md-nav__link ">
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API Reference
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</a>
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<span class="md-nav__icon md-icon"></span>
</label>
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<nav class="md-nav" data-md-level="1" aria-labelledby="__nav_4_label" aria-expanded="false">
<label class="md-nav__title" for="__nav_4">
<span class="md-nav__icon md-icon"></span>
API Reference
</label>
<ul class="md-nav__list" data-md-scrollfix>
<li class="md-nav__item md-nav__item--nested">
<input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_4_2" >
<div class="md-nav__link md-nav__container">
<a href="reference/base/" class="md-nav__link ">
<span class="md-ellipsis">
Base
</span>
</a>
<label class="md-nav__link " for="__nav_4_2" id="__nav_4_2_label" tabindex="0">
<span class="md-nav__icon md-icon"></span>
</label>
</div>
<nav class="md-nav" data-md-level="2" aria-labelledby="__nav_4_2_label" aria-expanded="false">
<label class="md-nav__title" for="__nav_4_2">
<span class="md-nav__icon md-icon"></span>
Base
</label>
<ul class="md-nav__list" data-md-scrollfix>
<li class="md-nav__item">
<a href="reference/base/component/" class="md-nav__link">
<span class="md-ellipsis">
Component
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</a>
</li>
<li class="md-nav__item">
<a href="reference/base/schema/" class="md-nav__link">
<span class="md-ellipsis">
Schema
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<li class="md-nav__item md-nav__item--nested">
<input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_4_3" >
<div class="md-nav__link md-nav__container">
<a href="reference/chatbot/" class="md-nav__link ">
<span class="md-ellipsis">
Chatbot
</span>
</a>
<label class="md-nav__link " for="__nav_4_3" id="__nav_4_3_label" tabindex="0">
<span class="md-nav__icon md-icon"></span>
</label>
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<nav class="md-nav" data-md-level="2" aria-labelledby="__nav_4_3_label" aria-expanded="false">
<label class="md-nav__title" for="__nav_4_3">
<span class="md-nav__icon md-icon"></span>
Chatbot
</label>
<ul class="md-nav__list" data-md-scrollfix>
<li class="md-nav__item">
<a href="reference/chatbot/base/" class="md-nav__link">
<span class="md-ellipsis">
Base
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</a>
</li>
<li class="md-nav__item">
<a href="reference/chatbot/simple_respondent/" class="md-nav__link">
<span class="md-ellipsis">
Simple Respondent
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</a>
</li>
</ul>
</nav>
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<li class="md-nav__item">
<a href="reference/cli/" class="md-nav__link">
<span class="md-ellipsis">
CLI
</span>
</a>
</li>
<li class="md-nav__item md-nav__item--nested">
<input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_4_5" >
<div class="md-nav__link md-nav__container">
<a href="reference/embeddings/" class="md-nav__link ">
<span class="md-ellipsis">
Embeddings
</span>
</a>
<label class="md-nav__link " for="__nav_4_5" id="__nav_4_5_label" tabindex="0">
<span class="md-nav__icon md-icon"></span>
</label>
</div>
<nav class="md-nav" data-md-level="2" aria-labelledby="__nav_4_5_label" aria-expanded="false">
<label class="md-nav__title" for="__nav_4_5">
<span class="md-nav__icon md-icon"></span>
Embeddings
</label>
<ul class="md-nav__list" data-md-scrollfix>
<li class="md-nav__item">
<a href="reference/embeddings/base/" class="md-nav__link">
<span class="md-ellipsis">
Base
</span>
</a>
</li>
<li class="md-nav__item">
<a href="reference/embeddings/endpoint_based/" class="md-nav__link">
<span class="md-ellipsis">
Endpoint Based
</span>
</a>
</li>
<li class="md-nav__item">
<a href="reference/embeddings/langchain_based/" class="md-nav__link">
<span class="md-ellipsis">
Langchain Based
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</li>
</ul>
</nav>
</li>
<li class="md-nav__item md-nav__item--nested">
<input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_4_6" >
<div class="md-nav__link md-nav__container">
<a href="reference/indices/" class="md-nav__link ">
<span class="md-ellipsis">
Indices
</span>
</a>
<label class="md-nav__link " for="__nav_4_6" id="__nav_4_6_label" tabindex="0">
<span class="md-nav__icon md-icon"></span>
</label>
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<nav class="md-nav" data-md-level="2" aria-labelledby="__nav_4_6_label" aria-expanded="false">
<label class="md-nav__title" for="__nav_4_6">
<span class="md-nav__icon md-icon"></span>
Indices
</label>
<ul class="md-nav__list" data-md-scrollfix>
<li class="md-nav__item">
<a href="reference/indices/base/" class="md-nav__link">
<span class="md-ellipsis">
Base
</span>
</a>
</li>
<li class="md-nav__item md-nav__item--nested">
<input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_4_6_2" >
<div class="md-nav__link md-nav__container">
<a href="reference/indices/extractors/" class="md-nav__link ">
<span class="md-ellipsis">
Extractors
</span>
</a>
<label class="md-nav__link " for="__nav_4_6_2" id="__nav_4_6_2_label" tabindex="0">
<span class="md-nav__icon md-icon"></span>
</label>
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<nav class="md-nav" data-md-level="3" aria-labelledby="__nav_4_6_2_label" aria-expanded="false">
<label class="md-nav__title" for="__nav_4_6_2">
<span class="md-nav__icon md-icon"></span>
Extractors
</label>
<ul class="md-nav__list" data-md-scrollfix>
<li class="md-nav__item">
<a href="reference/indices/extractors/doc_parsers/" class="md-nav__link">
<span class="md-ellipsis">
Doc Parsers
</span>
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</li>
</ul>
</nav>
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<li class="md-nav__item md-nav__item--nested">
<input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_4_6_3" >
<div class="md-nav__link md-nav__container">
<a href="reference/indices/ingests/" class="md-nav__link ">
<span class="md-ellipsis">
Ingests
</span>
</a>
<label class="md-nav__link " for="__nav_4_6_3" id="__nav_4_6_3_label" tabindex="0">
<span class="md-nav__icon md-icon"></span>
</label>
</div>
<nav class="md-nav" data-md-level="3" aria-labelledby="__nav_4_6_3_label" aria-expanded="false">
<label class="md-nav__title" for="__nav_4_6_3">
<span class="md-nav__icon md-icon"></span>
Ingests
</label>
<ul class="md-nav__list" data-md-scrollfix>
<li class="md-nav__item">
<a href="reference/indices/ingests/files/" class="md-nav__link">
<span class="md-ellipsis">
Files
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</a>
</li>
</ul>
</nav>
</li>
<li class="md-nav__item md-nav__item--nested">
<input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_4_6_4" >
<div class="md-nav__link md-nav__container">
<a href="reference/indices/qa/" class="md-nav__link ">
<span class="md-ellipsis">
Qa
</span>
</a>
<label class="md-nav__link " for="__nav_4_6_4" id="__nav_4_6_4_label" tabindex="0">
<span class="md-nav__icon md-icon"></span>
</label>
</div>
<nav class="md-nav" data-md-level="3" aria-labelledby="__nav_4_6_4_label" aria-expanded="false">
<label class="md-nav__title" for="__nav_4_6_4">
<span class="md-nav__icon md-icon"></span>
Qa
</label>
<ul class="md-nav__list" data-md-scrollfix>
<li class="md-nav__item">
<a href="reference/indices/qa/citation/" class="md-nav__link">
<span class="md-ellipsis">
Citation
</span>
</a>
</li>
<li class="md-nav__item">
<a href="reference/indices/qa/text_based/" class="md-nav__link">
<span class="md-ellipsis">
Text Based
</span>
</a>
</li>
</ul>
</nav>
</li>
<li class="md-nav__item md-nav__item--nested">
<input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_4_6_5" >
<div class="md-nav__link md-nav__container">
<a href="reference/indices/rankings/" class="md-nav__link ">
<span class="md-ellipsis">
Rankings
</span>
</a>
<label class="md-nav__link " for="__nav_4_6_5" id="__nav_4_6_5_label" tabindex="0">
<span class="md-nav__icon md-icon"></span>
</label>
</div>
<nav class="md-nav" data-md-level="3" aria-labelledby="__nav_4_6_5_label" aria-expanded="false">
<label class="md-nav__title" for="__nav_4_6_5">
<span class="md-nav__icon md-icon"></span>
Rankings
</label>
<ul class="md-nav__list" data-md-scrollfix>
<li class="md-nav__item">
<a href="reference/indices/rankings/base/" class="md-nav__link">
<span class="md-ellipsis">
Base
</span>
</a>
</li>
<li class="md-nav__item">
<a href="reference/indices/rankings/cohere/" class="md-nav__link">
<span class="md-ellipsis">
Cohere
</span>
</a>
</li>
<li class="md-nav__item">
<a href="reference/indices/rankings/llm/" class="md-nav__link">
<span class="md-ellipsis">
Llm
</span>
</a>
</li>
</ul>
</nav>
</li>
<li class="md-nav__item">
<a href="reference/indices/splitters/" class="md-nav__link">
<span class="md-ellipsis">
Splitters
</span>
</a>
</li>
<li class="md-nav__item">
<a href="reference/indices/vectorindex/" class="md-nav__link">
<span class="md-ellipsis">
Vectorindex
</span>
</a>
</li>
</ul>
</nav>
</li>
<li class="md-nav__item md-nav__item--nested">
<input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_4_7" >
<div class="md-nav__link md-nav__container">
<a href="reference/llms/" class="md-nav__link ">
<span class="md-ellipsis">
LLMs
</span>
</a>
<label class="md-nav__link " for="__nav_4_7" id="__nav_4_7_label" tabindex="0">
<span class="md-nav__icon md-icon"></span>
</label>
</div>
<nav class="md-nav" data-md-level="2" aria-labelledby="__nav_4_7_label" aria-expanded="false">
<label class="md-nav__title" for="__nav_4_7">
<span class="md-nav__icon md-icon"></span>
LLMs
</label>
<ul class="md-nav__list" data-md-scrollfix>
<li class="md-nav__item">
<a href="reference/llms/base/" class="md-nav__link">
<span class="md-ellipsis">
Base
</span>
</a>
</li>
<li class="md-nav__item">
<a href="reference/llms/branching/" class="md-nav__link">
<span class="md-ellipsis">
Branching
</span>
</a>
</li>
<li class="md-nav__item md-nav__item--nested">
<input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_4_7_3" >
<div class="md-nav__link md-nav__container">
<a href="reference/llms/chats/" class="md-nav__link ">
<span class="md-ellipsis">
Chats
</span>
</a>
<label class="md-nav__link " for="__nav_4_7_3" id="__nav_4_7_3_label" tabindex="0">
<span class="md-nav__icon md-icon"></span>
</label>
</div>
<nav class="md-nav" data-md-level="3" aria-labelledby="__nav_4_7_3_label" aria-expanded="false">
<label class="md-nav__title" for="__nav_4_7_3">
<span class="md-nav__icon md-icon"></span>
Chats
</label>
<ul class="md-nav__list" data-md-scrollfix>
<li class="md-nav__item">
<a href="reference/llms/chats/base/" class="md-nav__link">
<span class="md-ellipsis">
Base
</span>
</a>
</li>
<li class="md-nav__item">
<a href="reference/llms/chats/endpoint_based/" class="md-nav__link">
<span class="md-ellipsis">
Endpoint Based
</span>
</a>
</li>
<li class="md-nav__item">
<a href="reference/llms/chats/langchain_based/" class="md-nav__link">
<span class="md-ellipsis">
Langchain Based
</span>
</a>
</li>
<li class="md-nav__item">
<a href="reference/llms/chats/llamacpp/" class="md-nav__link">
<span class="md-ellipsis">
Llamacpp
</span>
</a>
</li>
</ul>
</nav>
</li>
<li class="md-nav__item md-nav__item--nested">
<input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_4_7_4" >
<div class="md-nav__link md-nav__container">
<a href="reference/llms/completions/" class="md-nav__link ">
<span class="md-ellipsis">
Completions
</span>
</a>
<label class="md-nav__link " for="__nav_4_7_4" id="__nav_4_7_4_label" tabindex="0">
<span class="md-nav__icon md-icon"></span>
</label>
</div>
<nav class="md-nav" data-md-level="3" aria-labelledby="__nav_4_7_4_label" aria-expanded="false">
<label class="md-nav__title" for="__nav_4_7_4">
<span class="md-nav__icon md-icon"></span>
Completions
</label>
<ul class="md-nav__list" data-md-scrollfix>
<li class="md-nav__item">
<a href="reference/llms/completions/base/" class="md-nav__link">
<span class="md-ellipsis">
Base
</span>
</a>
</li>
<li class="md-nav__item">
<a href="reference/llms/completions/langchain_based/" class="md-nav__link">
<span class="md-ellipsis">
Langchain Based
</span>
</a>
</li>
</ul>
</nav>
</li>
<li class="md-nav__item">
<a href="reference/llms/cot/" class="md-nav__link">
<span class="md-ellipsis">
Cot
</span>
</a>
</li>
<li class="md-nav__item">
<a href="reference/llms/linear/" class="md-nav__link">
<span class="md-ellipsis">
Linear
</span>
</a>
</li>
<li class="md-nav__item md-nav__item--nested">
<input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_4_7_7" >
<div class="md-nav__link md-nav__container">
<a href="reference/llms/prompts/" class="md-nav__link ">
<span class="md-ellipsis">
Prompts
</span>
</a>
<label class="md-nav__link " for="__nav_4_7_7" id="__nav_4_7_7_label" tabindex="0">
<span class="md-nav__icon md-icon"></span>
</label>
</div>
<nav class="md-nav" data-md-level="3" aria-labelledby="__nav_4_7_7_label" aria-expanded="false">
<label class="md-nav__title" for="__nav_4_7_7">
<span class="md-nav__icon md-icon"></span>
Prompts
</label>
<ul class="md-nav__list" data-md-scrollfix>
<li class="md-nav__item">
<a href="reference/llms/prompts/base/" class="md-nav__link">
<span class="md-ellipsis">
Base
</span>
</a>
</li>
<li class="md-nav__item">
<a href="reference/llms/prompts/template/" class="md-nav__link">
<span class="md-ellipsis">
Template
</span>
</a>
</li>
</ul>
</nav>
</li>
</ul>
</nav>
</li>
<li class="md-nav__item md-nav__item--nested">
<input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_4_8" >
<div class="md-nav__link md-nav__container">
<a href="reference/loaders/" class="md-nav__link ">
<span class="md-ellipsis">
Loaders
</span>
</a>
<label class="md-nav__link " for="__nav_4_8" id="__nav_4_8_label" tabindex="0">
<span class="md-nav__icon md-icon"></span>
</label>
</div>
<nav class="md-nav" data-md-level="2" aria-labelledby="__nav_4_8_label" aria-expanded="false">
<label class="md-nav__title" for="__nav_4_8">
<span class="md-nav__icon md-icon"></span>
Loaders
</label>
<ul class="md-nav__list" data-md-scrollfix>
<li class="md-nav__item">
<a href="reference/loaders/base/" class="md-nav__link">
<span class="md-ellipsis">
Base
</span>
</a>
</li>
<li class="md-nav__item">
<a href="reference/loaders/composite_loader/" class="md-nav__link">
<span class="md-ellipsis">
Composite Loader
</span>
</a>
</li>
<li class="md-nav__item">
<a href="reference/loaders/docx_loader/" class="md-nav__link">
<span class="md-ellipsis">
Docx Loader
</span>
</a>
</li>
<li class="md-nav__item">
<a href="reference/loaders/excel_loader/" class="md-nav__link">
<span class="md-ellipsis">
Excel Loader
</span>
</a>
</li>
<li class="md-nav__item">
<a href="reference/loaders/html_loader/" class="md-nav__link">
<span class="md-ellipsis">
Html Loader
</span>
</a>
</li>
<li class="md-nav__item">
<a href="reference/loaders/mathpix_loader/" class="md-nav__link">
<span class="md-ellipsis">
Mathpix Loader
</span>
</a>
</li>
<li class="md-nav__item">
<a href="reference/loaders/ocr_loader/" class="md-nav__link">
<span class="md-ellipsis">
Ocr Loader
</span>
</a>
</li>
<li class="md-nav__item">
<a href="reference/loaders/unstructured_loader/" class="md-nav__link">
<span class="md-ellipsis">
Unstructured Loader
</span>
</a>
</li>
<li class="md-nav__item md-nav__item--nested">
<input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_4_8_9" >
<div class="md-nav__link md-nav__container">
<a href="reference/loaders/utils/" class="md-nav__link ">
<span class="md-ellipsis">
Utils
</span>
</a>
<label class="md-nav__link " for="__nav_4_8_9" id="__nav_4_8_9_label" tabindex="0">
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<h1 id="kotaemon">kotaemon<a class="headerlink" href="#kotaemon" title="Permanent link">&para;</a></h1>
<p><a href="https://cinnamon.github.io/kotaemon/">Documentation</a></p>
<h2 id="install">Install<a class="headerlink" href="#install" title="Permanent link">&para;</a></h2>
<h3 id="easy-install">Easy install<a class="headerlink" href="#easy-install" title="Permanent link">&para;</a></h3>
<ol>
<li>Clone the repository.</li>
<li>Navigate to the <code>scripts</code> folder and start an installer that matches your OS:<ul>
<li>Linux: <code>run_linux.sh</code></li>
<li>Windows: <code>run_windows.bat</code></li>
<li>macOS: <code>run_macos.sh</code></li>
</ul>
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<li>After the installation, the installer will ask to launch the ktem's UI, answer to continue.</li>
<li>If launched, the application will be available at <code>http://localhost:7860/</code>. Let's start exploring!</li>
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<p>Here is the setup and update strategy:</p>
<ul>
<li><strong>Run <code>run_*</code> script</strong>: This setup environment, including downloading Miniconda (in case Conda is not available in your machine) and installing necessary dependencies in <code>install_dir</code> folder.</li>
<li><strong>Launch the UI</strong>: To launch the ktem's UI after initial setup or any changes, simply run <code>run_*</code> script again.</li>
<li><strong>Reinstall dependencies</strong>: Simply delete the <code>install_dir/env</code> folder and run <code>run_*</code> script. The script will recreate the folder with fresh dependencies.</li>
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