We&rsquo;ve continued our close collaboration with LangChain by publishing a new, detailed roadmap for leveraging LLMs in production. &ldquo;An LLM Agent Reference Architecture&rdquo; provides clear and comprehensive guidance to help demystify LLM-based systems. This new guide includes:&nbsp;
<ul>
<li style="font-weight: 400;" aria-level="1">Common design patterns and use cases that commonly crop up when building generative AI applications.</li>
<li style="font-weight: 400;" aria-level="1">In-depth architectural examples (building a chatbot on your documentation, for example)</li>
<li style="font-weight: 400;" aria-level="1">A comprehensive look at important considerations to keep in mind when architecting LLM-based systems.&nbsp;</li>
</ul>
We hope this guide provides valuable insights and a clear perspective on navigating important architectural considerations that arise when working with LLMs.&nbsp; Download &ldquo;An LLM Agent Reference Architecture&rdquo; today.

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