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<a href="https://github.com/schmelczer/great-ai/edit/main/docs/how-to-guides/call-remote.md" title="Edit this page" class="md-content__button md-icon">
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<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20.71 7.04c.39-.39.39-1.04 0-1.41l-2.34-2.34c-.37-.39-1.02-.39-1.41 0l-1.84 1.83 3.75 3.75M3 17.25V21h3.75L17.81 9.93l-3.75-3.75L3 17.25Z"/></svg>
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<h1 id="how-to-call-remote-greatai-instances">How to call remote GreatAI instances<a class="headerlink" href="#how-to-call-remote-greatai-instances" title="Permanent link">#</a></h1>
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<p>Microservices architecture (or <a href="https://en.wikipedia.org/wiki/Service-oriented_architecture">SOA</a>) work well with ML applications. This is because their interfaces are usually very narrow, while the functionality provided is quite comprehensive. Hence, drawing the boundaries of responsibilities is more straightforward in the case of ML services than in the case of more traditional business applications. For this reason, it is common to have a tree of models (preferably wrapped in GreatAI instances) communicating with each other.</p>
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<p>Although regular HTTP POST requests could be sent to each service's <code>/predict</code> endpoint, <code>great-ai</code> comes with two convenience functions: <a class="autorefs autorefs-internal" href="../../reference/#great_ai.call_remote_great_ai">call_remote_great_ai</a> and <a class="autorefs autorefs-internal" href="../../reference/#great_ai.call_remote_great_ai_async">call_remote_great_ai_async</a> to wrap this request. These provide you with some level of robustness and deserialisation.</p>
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<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.2.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2022 Fonticons, Inc.--><path d="M439.8 200.5c-7.7-30.9-22.3-54.2-53.4-54.2h-40.1v47.4c0 36.8-31.2 67.8-66.8 67.8H172.7c-29.2 0-53.4 25-53.4 54.3v101.8c0 29 25.2 46 53.4 54.3 33.8 9.9 66.3 11.7 106.8 0 26.9-7.8 53.4-23.5 53.4-54.3v-40.7H226.2v-13.6h160.2c31.1 0 42.6-21.7 53.4-54.2 11.2-33.5 10.7-65.7 0-108.6zM286.2 404c11.1 0 20.1 9.1 20.1 20.3 0 11.3-9 20.4-20.1 20.4-11 0-20.1-9.2-20.1-20.4.1-11.3 9.1-20.3 20.1-20.3zM167.8 248.1h106.8c29.7 0 53.4-24.5 53.4-54.3V91.9c0-29-24.4-50.7-53.4-55.6-35.8-5.9-74.7-5.6-106.8.1-45.2 8-53.4 24.7-53.4 55.6v40.7h106.9v13.6h-147c-31.1 0-58.3 18.7-66.8 54.2-9.8 40.7-10.2 66.1 0 108.6 7.6 31.6 25.7 54.2 56.8 54.2H101v-48.8c0-35.3 30.5-66.4 66.8-66.4zm-6.7-142.6c-11.1 0-20.1-9.1-20.1-20.3.1-11.3 9-20.4 20.1-20.4 11 0 20.1 9.2 20.1 20.4s-9 20.3-20.1 20.3z"/></svg>
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</a>
|
||||
|
||||
</div>
|
||||
|
|
@ -1150,7 +1151,7 @@
|
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<script id="__config" type="application/json">{"base": "../..", "features": ["content.code.annotate", "content.tooltips"], "search": "../../assets/javascripts/workers/search.ecf98df9.min.js", "translations": {"clipboard.copied": "Copied to clipboard", "clipboard.copy": "Copy to clipboard", "search.config.lang": "en", "search.config.pipeline": "trimmer, stopWordFilter", "search.config.separator": "[\\s\\-]+", "search.placeholder": "Search", "search.result.more.one": "1 more on this page", "search.result.more.other": "# more on this page", "search.result.none": "No matching documents", "search.result.one": "1 matching document", "search.result.other": "# matching documents", "search.result.placeholder": "Type to start searching", "search.result.term.missing": "Missing", "select.version.title": "Select version"}}</script>
|
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|
||||
|
||||
<script src="../../assets/javascripts/bundle.9c69f0bc.min.js"></script>
|
||||
<script src="../../assets/javascripts/bundle.2ab50757.min.js"></script>
|
||||
|
||||
|
||||
</body>
|
||||
|
|
|
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