# Cloudflare AutoRAG Doc Search
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# Cloudflare AutoRAG Doc Search
AIAnthropicCloudflareSlack
An AI-powered documentation search bot that uses Cloudflare AutoRAG for semantic search and Anthropic Claude for response generation. Mention the bot in Slack with a search query to get AI-generated answers grounded in your knowledge base. Very simple with only a single search, no agentic loop.
![](data:image/svg+xml,%3csvg%20xmlns='http://www.w3.org/2000/svg'%20viewBox='0%200%2032%2032'%20width='64'%20height='64'%3e%3cpath%20d='M8.16%2023h21.177v-5.86l-4.023-2.307-.694-.3-16.46.113z'%20fill='%23fff'/%3e%3cpath%20d='M22.012%2022.222c.197-.675.122-1.294-.206-1.754-.3-.422-.807-.666-1.416-.694l-11.545-.15c-.075%200-.14-.038-.178-.094s-.047-.13-.028-.206c.038-.113.15-.197.272-.206l11.648-.15c1.38-.066%202.88-1.182%203.404-2.55l.666-1.735a.38.38%200%200%200%20.02-.225c-.75-3.395-3.78-5.927-7.4-5.927-3.34%200-6.17%202.157-7.184%205.15-.657-.488-1.5-.75-2.392-.666-1.604.16-2.9%201.444-3.048%203.048a3.58%203.58%200%200%200%20.084%201.191A4.84%204.84%200%200%200%200%2022.1c0%20.234.02.47.047.703.02.113.113.197.225.197H21.58a.29.29%200%200%200%20.272-.206l.16-.572z'%20fill='%23f38020'/%3e%3cpath%20d='M25.688%2014.803l-.32.01c-.075%200-.14.056-.17.13l-.45%201.566c-.197.675-.122%201.294.206%201.754.3.422.807.666%201.416.694l2.457.15c.075%200%20.14.038.178.094s.047.14.028.206c-.038.113-.15.197-.272.206l-2.56.15c-1.388.066-2.88%201.182-3.404%202.55l-.188.478c-.038.094.028.188.13.188h8.797a.23.23%200%200%200%20.225-.169A6.41%206.41%200%200%200%2032%2021.106a6.32%206.32%200%200%200-6.312-6.302'%20fill='%23faae40'/%3e%3c/svg%3e)CloudflareAutoRAG SearchSearch Knowledge Base![](data:image/svg+xml,%3csvg%20width='54'%20height='54'%20viewBox='0%200%2054%2054'%20xmlns='http://www.w3.org/2000/svg'%20role='presentation'%3e%3ctitle%3eSlack%3c/title%3e%3cg%20fill='none'%20fill-rule='evenodd'%3e%3cpath%20d='M19.712.133a5.381%205.381%200%200%200-5.376%205.387%205.381%205.381%200%200%200%205.376%205.386h5.376V5.52A5.381%205.381%200%200%200%2019.712.133m0%2014.365H5.376A5.381%205.381%200%200%200%200%2019.884a5.381%205.381%200%200%200%205.376%205.387h14.336a5.381%205.381%200%200%200%205.376-5.387%205.381%205.381%200%200%200-5.376-5.386'%20fill='%2344BEDF'%3e%3c/path%3e%3cpath%20d='M53.76%2019.884a5.381%205.381%200%200%200-5.376-5.386%205.381%205.381%200%200%200-5.376%205.386v5.387h5.376a5.381%205.381%200%200%200%205.376-5.387m-14.336%200V5.52A5.381%205.381%200%200%200%2034.048.133a5.381%205.381%200%200%200-5.376%205.387v14.364a5.381%205.381%200%200%200%205.376%205.387%205.381%205.381%200%200%200%205.376-5.387'%20fill='%232EB67D'%3e%3c/path%3e%3cpath%20d='M34.048%2054a5.381%205.381%200%200%200%205.376-5.387%205.381%205.381%200%200%200-5.376-5.386h-5.376v5.386A5.381%205.381%200%200%200%2034.048%2054m0-14.365h14.336a5.381%205.381%200%200%200%205.376-5.386%205.381%205.381%200%200%200-5.376-5.387H34.048a5.381%205.381%200%200%200-5.376%205.387%205.381%205.381%200%200%200%205.376%205.386'%20fill='%23ECB22E'%3e%3c/path%3e%3cpath%20d='M0%2034.249a5.381%205.381%200%200%200%205.376%205.386%205.381%205.381%200%200%200%205.376-5.386v-5.387H5.376A5.381%205.381%200%200%200%200%2034.25m14.336-.001v14.364A5.381%205.381%200%200%200%2019.712%2054a5.381%205.381%200%200%200%205.376-5.387V34.25a5.381%205.381%200%200%200-5.376-5.387%205.381%205.381%200%200%200-5.376%205.387'%20fill='%23E01E5A'%3e%3c/path%3e%3c/g%3e%3c/svg%3e)SlackApp Mention SubscriptionListen for Bot MentionsBusiness logic (built-in)TransformExtract Search Query![](data:image/svg+xml,%3csvg%20version='1.1'%20id='Layer_1'%20xmlns:x='ns_extend;'%20xmlns:i='ns_ai;'%20xmlns:graph='ns_graphs;'%20xmlns='http://www.w3.org/2000/svg'%20xmlns:xlink='http://www.w3.org/1999/xlink'%20x='0px'%20y='0px'%20viewBox='0%200%2092.2%2065'%20style='enable-background:new%200%200%2092.2%2065;'%20xml:space='preserve'%3e%3cstyle%20type='text/css'%3e%20.st0{fill:%23FFFFFF;}%20%3c/style%3e%3cmetadata%3e%3csfw%20xmlns='ns_sfw;'%3e%3cslices%3e%3c/slices%3e%3csliceSourceBounds%20bottomLeftOrigin='true'%20height='65'%20width='92.2'%20x='-43.7'%20y='-98'%3e%3c/sliceSourceBounds%3e%3c/sfw%3e%3c/metadata%3e%3cpath%20class='st0'%20d='M66.5,0H52.4l25.7,65h14.1L66.5,0z%20M25.7,0L0,65h14.4l5.3-13.6h26.9L51.8,65h14.4L40.5,0C40.5,0,25.7,0,25.7,0z%20M24.3,39.3l8.8-22.8l8.8,22.8H24.3z'%3e%3c/path%3e%3c/svg%3e)AnthropicGenerate messageGenerate AI Response![](data:image/svg+xml,%3csvg%20width='54'%20height='54'%20viewBox='0%200%2054%2054'%20xmlns='http://www.w3.org/2000/svg'%20role='presentation'%3e%3ctitle%3eSlack%3c/title%3e%3cg%20fill='none'%20fill-rule='evenodd'%3e%3cpath%20d='M19.712.133a5.381%205.381%200%200%200-5.376%205.387%205.381%205.381%200%200%200%205.376%205.386h5.376V5.52A5.381%205.381%200%200%200%2019.712.133m0%2014.365H5.376A5.381%205.381%200%200%200%200%2019.884a5.381%205.381%200%200%200%205.376%205.387h14.336a5.381%205.381%200%200%200%205.376-5.387%205.381%205.381%200%200%200-5.376-5.386'%20fill='%2344BEDF'%3e%3c/path%3e%3cpath%20d='M53.76%2019.884a5.381%205.381%200%200%200-5.376-5.386%205.381%205.381%200%200%200-5.376%205.386v5.387h5.376a5.381%205.381%200%200%200%205.376-5.387m-14.336%200V5.52A5.381%205.381%200%200%200%2034.048.133a5.381%205.381%200%200%200-5.376%205.387v14.364a5.381%205.381%200%200%200%205.376%205.387%205.381%205.381%200%200%200%205.376-5.387'%20fill='%232EB67D'%3e%3c/path%3e%3cpath%20d='M34.048%2054a5.381%205.381%200%200%200%205.376-5.387%205.381%205.381%200%200%200-5.376-5.386h-5.376v5.386A5.381%205.381%200%200%200%2034.048%2054m0-14.365h14.336a5.381%205.381%200%200%200%205.376-5.386%205.381%205.381%200%200%200-5.376-5.387H34.048a5.381%205.381%200%200%200-5.376%205.387%205.381%205.381%200%200%200%205.376%205.386'%20fill='%23ECB22E'%3e%3c/path%3e%3cpath%20d='M0%2034.249a5.381%205.381%200%200%200%205.376%205.386%205.381%205.381%200%200%200%205.376-5.386v-5.387H5.376A5.381%205.381%200%200%200%200%2034.25m14.336-.001v14.364A5.381%205.381%200%200%200%2019.712%2054a5.381%205.381%200%200%200%205.376-5.387V34.25a5.381%205.381%200%200%200-5.376-5.387%205.381%205.381%200%200%200-5.376%205.387'%20fill='%23E01E5A'%3e%3c/path%3e%3c/g%3e%3c/svg%3e)SlackSend Text MessageReply in ThreadBusiness logic (built-in)ConditionIs Search RequestPress enter or space to select a node. You can then use the arrow keys to move the node around. Press delete to remove it and escape to cancel.Press enter or space to select an edge. You can then press delete to remove it or escape to cancel.