--- title: Time Series, InfluxDB, and Vector Databases | daily.dev description: This post explores the synergy between InfluxDB and Milvus for handling time series data and performing similarity searches. It covers generating dummy traffic... canonical: https://daily.dev/posts/time-series-influxdb-and-vector-databases-igjjisiob twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: Time Series, InfluxDB, and Vector Databases | daily.dev og:description: This post explores the synergy between InfluxDB and Milvus for handling time series data and performing similarity searches. It covers generating dummy traffic... og:url: https://daily.dev/posts/time-series-influxdb-and-vector-databases-igjjisiob og:image: https://api.daily.dev/og/posts/IgjJIsiOb.png og:image:alt: Time Series, InfluxDB, and Vector Databases 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. # Time Series, InfluxDB, and Vector Databases **[InfluxData](https://daily.dev/sources/influxdb)** · 12 min read · 3 upvotes · 0 comments ## Summary This post explores the synergy between InfluxDB and Milvus for handling time series data and performing similarity searches. It covers generating dummy traffic data, writing and querying data from InfluxDB, normalizing and vectorizing time series data, and inserting it into Milvus. It also discusses creating a collection and performing a similarity search in Milvus. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: --- Tags: [#machine-learning](https://daily.dev/tags/machine-learning), [#data-science](https://daily.dev/tags/data-science), [#data-analysis](https://daily.dev/tags/data-analysis), [#influxdb](https://daily.dev/tags/influxdb), [#vector-search](https://daily.dev/tags/vector-search) [View this post on daily.dev](https://daily.dev/posts/time-series-influxdb-and-vector-databases-igjjisiob) ```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":"Time Series, InfluxDB, and Vector Databases","url":"https://daily.dev/posts/time-series-influxdb-and-vector-databases-igjjisiob","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/time-series-influxdb-and-vector-databases-igjjisiob"},"datePublished":"2024-03-26T13:53:49.191Z","dateModified":"2024-05-09T08:43:33.910Z","description":"This post explores the synergy between InfluxDB and Milvus for handling time series data and performing similarity searches. It covers generating dummy traffic...","image":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/1b171be940a07314b8a692062d9633f4?_a=AQAEufR","thumbnailUrl":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/1b171be940a07314b8a692062d9633f4?_a=AQAEufR","isAccessibleForFree":true,"articleSection":"InfluxData","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":"InfluxData","logo":"https://media.daily.dev/image/upload/t_logo,f_auto/v1/logos/fe5458bda4564e9eb0e51001b4b81374","url":"https://daily.dev/sources/influxdb"},"commentCount":0,"discussionUrl":"https://daily.dev/posts/time-series-influxdb-and-vector-databases-igjjisiob","interactionStatistic":[{"@type":"InteractionCounter","interactionType":{"@type":"LikeAction"},"userInteractionCount":3},{"@type":"InteractionCounter","interactionType":{"@type":"CommentAction"},"userInteractionCount":0}],"keywords":"machine-learning,data-science,data-analysis,influxdb,vector-search","timeRequired":"PT12M"} {"@context":"https://schema.org","@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https://daily.dev"},{"@type":"ListItem","position":2,"name":"InfluxData","item":"https://daily.dev/sources/influxdb"},{"@type":"ListItem","position":3,"name":"Time Series, InfluxDB, and Vector Databases"}]} ```