--- title: A Humanitarian Crises Situation Report AI Assistant:... description: This article explores how to implement key areas required for operationalizing Large Language Models (LLMs), such as safety, prompt engineering, grounding, and... canonical: https://daily.dev/posts/a-humanitarian-crises-situation-report-ai-assistant-exploring-llmops-with-prompt-flow-iratbcd1b twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: A Humanitarian Crises Situation Report AI Assistant: Exploring LLMOps with Prompt Flow | daily.dev og:description: This article explores how to implement key areas required for operationalizing Large Language Models (LLMs), such as safety, prompt engineering, grounding, and... og:url: https://daily.dev/posts/a-humanitarian-crises-situation-report-ai-assistant-exploring-llmops-with-prompt-flow-iratbcd1b og:image: https://api.daily.dev/og/posts/IrAtBCd1b.png og:image:alt: A Humanitarian Crises Situation Report AI Assistant: Exploring LLMOps with Prompt Flow og:image:width: 1200 og:image:height: 630 og:locale: en --- > ## Documentation Index > Fetch the complete documentation index at: https://daily.dev/llms.txt > Use this file to discover all available pages before exploring further. # A Humanitarian Crises Situation Report AI Assistant: Exploring LLMOps with Prompt Flow **[Towards Data Science](https://daily.dev/sources/tds)** · 16 min read · 1 upvotes · 0 comments ## Summary This article explores how to implement key areas required for operationalizing Large Language Models (LLMs), such as safety, prompt engineering, grounding, and evaluation. It focuses on using Prompt Flow, an open-source project developed by Microsoft, to create a simple demo AI assistant for answering questions about humanitarian disasters using information from situation reports on the ReliefWeb platform. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: --- Tags: [#devtools](https://daily.dev/tags/devtools), [#llmops](https://daily.dev/tags/llmops) [View this post on daily.dev](https://daily.dev/posts/a-humanitarian-crises-situation-report-ai-assistant-exploring-llmops-with-prompt-flow-iratbcd1b) ```json {"@context":"https://schema.org","@graph":[{"@type":"Organization","@id":"https://daily.dev/#organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180},"sameAs":["https://twitter.com/dailydotdev","https://github.com/dailydotdev","https://www.linkedin.com/company/daily-dev-ltd"]},{"@type":"WebSite","@id":"https://daily.dev/#website","url":"https://daily.dev","name":"daily.dev","publisher":{"@id":"https://daily.dev/#organization"},"potentialAction":{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https://daily.dev/search?q={search_term_string}"},"query-input":"required name=search_term_string"}}]} {"@context":"https://schema.org","@type":"TechArticle","headline":"A Humanitarian Crises Situation Report AI Assistant: Exploring LLMOps with Prompt Flow","url":"https://daily.dev/posts/a-humanitarian-crises-situation-report-ai-assistant-exploring-llmops-with-prompt-flow-iratbcd1b","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/a-humanitarian-crises-situation-report-ai-assistant-exploring-llmops-with-prompt-flow-iratbcd1b"},"datePublished":"2024-04-01T20:29:07.530Z","dateModified":"2024-05-09T08:39:06.345Z","description":"This article explores how to implement key areas required for operationalizing Large Language Models (LLMs), such as safety, prompt engineering, grounding, and...","image":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/2d331d85903ca345f8e8e95ba823b93b?_a=AQAEufR","thumbnailUrl":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/2d331d85903ca345f8e8e95ba823b93b?_a=AQAEufR","isAccessibleForFree":true,"articleSection":"Towards Data Science","inLanguage":"en","publisher":{"@type":"Organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180}},"author":{"@type":"Organization","name":"Towards Data Science","logo":"https://media.daily.dev/image/upload/t_logo,f_auto/v1/logos/tds","url":"https://daily.dev/sources/tds"},"commentCount":0,"discussionUrl":"https://daily.dev/posts/a-humanitarian-crises-situation-report-ai-assistant-exploring-llmops-with-prompt-flow-iratbcd1b","interactionStatistic":[{"@type":"InteractionCounter","interactionType":{"@type":"LikeAction"},"userInteractionCount":1},{"@type":"InteractionCounter","interactionType":{"@type":"CommentAction"},"userInteractionCount":0}],"keywords":"devtools,llmops","timeRequired":"PT16M"} {"@context":"https://schema.org","@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https://daily.dev"},{"@type":"ListItem","position":2,"name":"Towards Data Science","item":"https://daily.dev/sources/tds"},{"@type":"ListItem","position":3,"name":"A Humanitarian Crises Situation Report AI Assistant: Exploring LLMOps with Prompt Flow"}]} ```