[{"data":1,"prerenderedAt":2745},["ShallowReactive",2],{"docs-\u002Fdocs\u002Fnode-red\u002Fdatabase\u002Fmongodb\u002F":3,"featureCatalog":1293,"docs-nav":1698},{"id":4,"title":5,"body":6,"description":16,"editUrl":1281,"extension":1282,"layout":1283,"meta":1284,"metaTitle":5,"navGroup":1283,"navGroupOrder":1283,"navOrder":1286,"navTitle":1287,"navigation":1061,"originalPath":1283,"path":1288,"redirect":1283,"seo":1289,"stem":1290,"updated":1291,"version":1283,"__hash__":1292},"docs\u002Fdocs\u002Fnode-red\u002Fdatabase\u002Fmongodb.md","Using MongoDB With Node-RED (2026 Updated)",{"type":7,"value":8,"toc":1252},"minimark",[9,13,17,22,25,28,33,36,59,68,72,75,78,81,92,96,100,122,126,129,161,169,173,181,188,205,209,212,226,233,237,240,244,247,444,448,451,483,492,496,501,508,512,520,524,548,555,569,576,595,602,618,625,630,637,641,661,668,676,683,687,693,697,702,708,717,786,792,799,804,811,815,822,826,831,838,847,922,925,932,937,943,947,953,957,970,977,981,988,992,995,999,1216,1220,1227,1241,1248],[10,11,5],"h1",{"id":12},"using-mongodb-with-node-red-2026-updated",[14,15,16],"p",{},"This guide provides implementation procedures for integrating MongoDB with Node-RED. It covers configuration requirements, operational patterns, and a complete implementation example using a customer relationship management system.",[18,19,21],"h2",{"id":20},"understanding-mongodb","Understanding MongoDB",[14,23,24],{},"MongoDB is an open-source NoSQL database that stores data in flexible, JSON-like documents rather than rigid table structures. Each document can maintain its own schema, which allows for data model evolution without requiring database-wide migrations. This architectural approach suits applications where data structures change frequently or vary between records.",[14,26,27],{},"The database uses a distributed architecture that supports horizontal scaling across multiple nodes. It handles high-volume workloads and provides query performance suitable for real-time operations.",[29,30,32],"h3",{"id":31},"data-organization","Data Organization",[14,34,35],{},"MongoDB structures data into three hierarchical components, which differ from traditional relational databases:",[37,38,39,47,53],"ul",{},[40,41,42,46],"li",{},[43,44,45],"strong",{},"Collections"," replace tables",[40,48,49,52],{},[43,50,51],{},"Documents"," replace rows",[40,54,55,58],{},[43,56,57],{},"Fields"," replace columns",[14,60,61],{},[62,63],"img",{"alt":64,"dataZoomable":65,"src":66,"title":67},"\"Annotomy of MongoDB document\"","","\u002Fdocs\u002Fnode-red\u002Fdatabase\u002Fimages\u002Fusing-mongodb-with-node-red-annotomy-of-mongodb-document.png","Annotomy of MongoDB document",[18,69,71],{"id":70},"technical-considerations","Technical Considerations",[14,73,74],{},"Several factors make MongoDB appropriate for Node-RED integration:",[14,76,77],{},"MongoDB's document model aligns directly with JSON data structures, which eliminates transformation overhead between Node-RED message objects and database records. The schema-less architecture supports rapid iteration without requiring schema migrations for each data model change.",[14,79,80],{},"The database scales horizontally by distributing data across multiple servers. While some SQL databases support horizontal scaling, MongoDB's architecture implements this pattern natively. The query language uses a document-based syntax that matches common programming patterns.",[14,82,83,84,91],{},"MongoDB Atlas provides managed database services with automated backups, security controls, and monitoring tools. The platform includes specialized implementations for industrial applications. Additional information is available at ",[85,86,90],"a",{"href":87,"rel":88},"https:\u002F\u002Fwww.mongodb.com\u002Fcompany\u002Fnewsroom\u002Fpress-releases\u002Fmongodb-atlas-for-manufacturing-and-automotive",[89],"nofollow","MongoDB Atlas for Manufacturing and Automotive",".",[18,93,95],{"id":94},"configuration-procedures","Configuration Procedures",[29,97,99],{"id":98},"installing-the-mongodb-node","Installing the MongoDB Node",[101,102,103,106,109,112,119],"ol",{},[40,104,105],{},"Open Node-RED Settings (top-right menu)",[40,107,108],{},"Select \"Manage Palette\"",[40,110,111],{},"Navigate to the \"Install\" tab",[40,113,114,115],{},"Search for ",[116,117,118],"code",{},"node-red-contrib-mongodb4",[40,120,121],{},"Install the package",[29,123,125],{"id":124},"connection-parameters","Connection Parameters",[14,127,128],{},"Collect the following configuration values before proceeding:",[37,130,131,137,143,149,155],{},[40,132,133,136],{},[116,134,135],{},"Host",": Server IP address or hostname",[40,138,139,142],{},[116,140,141],{},"Port",": Connection port (default: 27017; may not be required for managed services)",[40,144,145,148],{},[116,146,147],{},"Database",": Target database name",[40,150,151,154],{},[116,152,153],{},"User",": Account username with appropriate database privileges",[40,156,157,160],{},[116,158,159],{},"Password",": Account password",[14,162,163,164,91],{},"For TLS\u002FSSL configuration and other advanced options, consult the ",[85,165,168],{"href":166,"rel":167},"https:\u002F\u002Fflows.nodered.org\u002Fnode\u002Fnode-red-contrib-mongodb4",[89],"node documentation",[29,170,172],{"id":171},"environment-variable-configuration","Environment Variable Configuration",[14,174,175,176,180],{},"Store connection credentials in environment variables rather than embedding them directly in flows. This prevents credential exposure in version control and exported flow definitions. Reference the guide ",[85,177,179],{"href":178},"\u002Fblog\u002F2023\u002F01\u002Fenvironment-variables-in-node-red\u002F","Using Environment Variables in Node-RED"," for additional context.",[14,182,183],{},[62,184],{"alt":185,"dataZoomable":65,"src":186,"title":187},"\"Screenshot displaying FlowFuse instance settings\"","\u002Fdocs\u002Fnode-red\u002Fdatabase\u002Fimages\u002Fusing-mongodb-with-node-red-flowfuse-instance-setting.png","Screenshot displaying FlowFuse instance settings",[101,189,190,193,196,199,202],{},[40,191,192],{},"Navigate to instance settings",[40,194,195],{},"Select the \"Environment\" tab",[40,197,198],{},"Add variables for each configuration parameter",[40,200,201],{},"Save the configuration",[40,203,204],{},"Restart the instance using the Actions menu",[29,206,208],{"id":207},"configuring-the-mongodb-node","Configuring the MongoDB Node",[14,210,211],{},"Configure the node to use the environment variables:",[101,213,214,217,220,223],{},[40,215,216],{},"Add a MongoDB4 node to the canvas",[40,218,219],{},"Open the node configuration",[40,221,222],{},"Click the edit icon next to the connection field",[40,224,225],{},"Reference environment variables as shown below",[14,227,228],{},[62,229],{"alt":230,"dataZoomable":65,"src":231,"title":232},"\"Screenshot displaying connection configuration of MongoDB 4 node.\"","\u002Fdocs\u002Fnode-red\u002Fdatabase\u002Fimages\u002Fusing-mongodb-with-node-red-mongodb-node-connection-configuration.png","Screenshot displaying connection configuration of MongoDB 4 node.",[18,234,236],{"id":235},"implementation-example-customer-management-system","Implementation Example: Customer Management System",[14,238,239],{},"This section demonstrates MongoDB operations through a functional customer relationship management system. The implementation covers create, read, update, and delete operations using a representative data structure.",[29,241,243],{"id":242},"data-schema","Data Schema",[14,245,246],{},"The customer records use the following structure:",[248,249,253],"pre",{"className":250,"code":251,"language":252,"meta":65,"style":65},"language-json shiki shiki-themes material-theme-lighter material-theme material-theme-palenight","{\n  \"_id\": \"NXaxeFEK\",\n  \"firstname\": \"alice\",\n  \"lastname\": \"demo\",\n  \"email\": \"userdemo601@gmail.com\",\n  \"phone\": \"+19876543561\",\n  \"company\": \"self\",\n  \"status\": \"Prospect\",\n  \"source\": \"website\"\n}\n","json",[116,254,255,264,292,313,334,355,376,397,418,438],{"__ignoreMap":65},[256,257,260],"span",{"class":258,"line":259},"line",1,[256,261,263],{"class":262},"sMK4o","{\n",[256,265,267,270,274,277,280,283,287,289],{"class":258,"line":266},2,[256,268,269],{"class":262},"  \"",[256,271,273],{"class":272},"spNyl","_id",[256,275,276],{"class":262},"\"",[256,278,279],{"class":262},":",[256,281,282],{"class":262}," \"",[256,284,286],{"class":285},"sfazB","NXaxeFEK",[256,288,276],{"class":262},[256,290,291],{"class":262},",\n",[256,293,295,297,300,302,304,306,309,311],{"class":258,"line":294},3,[256,296,269],{"class":262},[256,298,299],{"class":272},"firstname",[256,301,276],{"class":262},[256,303,279],{"class":262},[256,305,282],{"class":262},[256,307,308],{"class":285},"alice",[256,310,276],{"class":262},[256,312,291],{"class":262},[256,314,316,318,321,323,325,327,330,332],{"class":258,"line":315},4,[256,317,269],{"class":262},[256,319,320],{"class":272},"lastname",[256,322,276],{"class":262},[256,324,279],{"class":262},[256,326,282],{"class":262},[256,328,329],{"class":285},"demo",[256,331,276],{"class":262},[256,333,291],{"class":262},[256,335,337,339,342,344,346,348,351,353],{"class":258,"line":336},5,[256,338,269],{"class":262},[256,340,341],{"class":272},"email",[256,343,276],{"class":262},[256,345,279],{"class":262},[256,347,282],{"class":262},[256,349,350],{"class":285},"userdemo601@gmail.com",[256,352,276],{"class":262},[256,354,291],{"class":262},[256,356,358,360,363,365,367,369,372,374],{"class":258,"line":357},6,[256,359,269],{"class":262},[256,361,362],{"class":272},"phone",[256,364,276],{"class":262},[256,366,279],{"class":262},[256,368,282],{"class":262},[256,370,371],{"class":285},"+19876543561",[256,373,276],{"class":262},[256,375,291],{"class":262},[256,377,379,381,384,386,388,390,393,395],{"class":258,"line":378},7,[256,380,269],{"class":262},[256,382,383],{"class":272},"company",[256,385,276],{"class":262},[256,387,279],{"class":262},[256,389,282],{"class":262},[256,391,392],{"class":285},"self",[256,394,276],{"class":262},[256,396,291],{"class":262},[256,398,400,402,405,407,409,411,414,416],{"class":258,"line":399},8,[256,401,269],{"class":262},[256,403,404],{"class":272},"status",[256,406,276],{"class":262},[256,408,279],{"class":262},[256,410,282],{"class":262},[256,412,413],{"class":285},"Prospect",[256,415,276],{"class":262},[256,417,291],{"class":262},[256,419,421,423,426,428,430,432,435],{"class":258,"line":420},9,[256,422,269],{"class":262},[256,424,425],{"class":272},"source",[256,427,276],{"class":262},[256,429,279],{"class":262},[256,431,282],{"class":262},[256,433,434],{"class":285},"website",[256,436,437],{"class":262},"\"\n",[256,439,441],{"class":258,"line":440},10,[256,442,443],{"class":262},"}\n",[29,445,447],{"id":446},"mongodb-operations","MongoDB Operations",[14,449,450],{},"The implementation uses five core operations:",[37,452,453,459,465,471,477],{},[40,454,455,458],{},[43,456,457],{},"InsertOne",": Adds a single document to a collection",[40,460,461,464],{},[43,462,463],{},"Find",": Retrieves documents matching specified criteria",[40,466,467,470],{},[43,468,469],{},"UpdateOne",": Modifies a single document based on query parameters",[40,472,473,476],{},[43,474,475],{},"DeleteOne",": Removes a single document matching query criteria",[40,478,479,482],{},[43,480,481],{},"Drop",": Deletes an entire collection",[14,484,485,486,491],{},"Refer to the ",[85,487,490],{"href":488,"rel":489},"https:\u002F\u002Fwww.mongodb.com\u002Fbasics\u002Fcrud",[89],"MongoDB CRUD documentation"," for the complete operation set.",[29,493,495],{"id":494},"additional-dependencies","Additional Dependencies",[497,498,500],"h4",{"id":499},"nanoid-generator","NanoID Generator",[14,502,503,504,507],{},"Install ",[116,505,506],{},"node-red-contrib-friendly-id"," through the palette manager. This package generates compact, URL-safe unique identifiers for customer records. The implementation uses NanoID instead of manual ID entry or sequential numbering.",[497,509,511],{"id":510},"dashboard-interface","Dashboard Interface",[14,513,514,515,519],{},"The example uses Node-RED Dashboard 2.0 for the user interface. Follow the ",[85,516,518],{"href":517},"\u002Fblog\u002F2024\u002F03\u002Fdashboard-getting-started\u002F","Dashboard setup instructions"," to install and configure the dashboard nodes.",[29,521,523],{"id":522},"creating-customer-records","Creating Customer Records",[101,525,526,529],{},[40,527,528],{},"Add a ui-form widget to the canvas",[40,530,531,532,534,535,534,537,534,539,534,541,534,543,545,546],{},"Configure form elements for ",[116,533,299],{},", ",[116,536,320],{},[116,538,341],{},[116,540,362],{},[116,542,383],{},[116,544,404],{},", and ",[116,547,425],{},[14,549,550],{},[62,551],{"alt":552,"dataZoomable":65,"src":553,"title":554},"\"Screenshot displaying form widget configuration to insert data in MongoDB\"","\u002Fdocs\u002Fnode-red\u002Fdatabase\u002Fimages\u002Fusing-mongodb-with-node-red-insert-data-form.png","Screenshot displaying form widget configuration to insert data in MongoDB",[101,556,557,560,563],{"start":294},[40,558,559],{},"Add a friendly-id node",[40,561,562],{},"Configure it to generate a random ID with your preferred length",[40,564,565,566],{},"Set output destination to ",[116,567,568],{},"msg.payload._id",[14,570,571],{},[62,572],{"alt":573,"dataZoomable":65,"src":574,"title":575},"\"Screenshot displaying friend-id node configuration\"","\u002Fdocs\u002Fnode-red\u002Fdatabase\u002Fimages\u002Fusing-mongodb-with-node-red-friend-id-node.png","Screenshot displaying friend-id node configuration",[101,577,578,581,592],{"start":357},[40,579,580],{},"Add a change node",[40,582,583,584,587,588,591],{},"Set ",[116,585,586],{},"msg.payload"," to ",[116,589,590],{},"[msg.payload]"," using JSONata expression type",[40,593,594],{},"This wraps the payload in an array as required by the insertOne operation",[14,596,597],{},[62,598],{"alt":599,"dataZoomable":65,"src":600,"title":601},"\"Screenshot displaying change node setting payload containing data that needs to be inserted in the database.\"","\u002Fdocs\u002Fnode-red\u002Fdatabase\u002Fimages\u002Fusing-mongodb-with-node-red-change-node-to-insert-data.png","Screenshot displaying change node setting payload containing data that needs to be inserted in the database.",[101,603,604],{"start":420},[40,605,606,607],{},"Configure the MongoDB4 node:\n",[37,608,609,612,615],{},[40,610,611],{},"Select the previously configured connection",[40,613,614],{},"Set collection name to \"customers\"",[40,616,617],{},"Set operation to \"insertOne\"",[14,619,620],{},[62,621],{"alt":622,"dataZoomable":65,"src":623,"title":624},"\"Screenshot displaying configuration of MongoDB 4 node for inserting data\"","\u002Fdocs\u002Fnode-red\u002Fdatabase\u002Fimages\u002Fusing-mongodb-with-node-red-mongodb-insertone-node-configuration.png","Screenshot displaying configuration of MongoDB 4 node for inserting data",[101,626,627],{"start":440},[40,628,629],{},"Wire the nodes as shown:",[14,631,632],{},[62,633],{"alt":634,"dataZoomable":65,"src":635,"title":636},"\"Screenshot displaying connections of wires in the 'Insert Data into Database' flow\"","\u002Fdocs\u002Fnode-red\u002Fdatabase\u002Fimages\u002Fusing-mongodb-with-node-red-mongodb-insertone-flow.png","Screenshot displaying connections of wires in the 'Insert Data into Database' flow",[29,638,640],{"id":639},"retrieving-customer-records","Retrieving Customer Records",[101,642,643,646,652,655,658],{},[40,644,645],{},"Add an inject node",[40,647,648,649],{},"Configure it to send an empty object ",[116,650,651],{},"{}",[40,653,654],{},"Set the node to repeat at your preferred interval for automatic table updates",[40,656,657],{},"Add a MongoDB4 node",[40,659,660],{},"Select your connection and set operation to \"find\"",[14,662,663],{},[62,664],{"alt":665,"dataZoomable":65,"src":666,"title":667},"\"Screenshot displaying configuration of MongoDB 4 node for retrieving data\"","\u002Fdocs\u002Fnode-red\u002Fdatabase\u002Fimages\u002Fusing-mongodb-with-node-red-mongodb-find-node-configuration.png","Screenshot displaying configuration of MongoDB 4 node for retrieving data",[101,669,670,673],{"start":357},[40,671,672],{},"Add a ui-table widget",[40,674,675],{},"Configure the maximum rows according to your requirements",[14,677,678],{},[62,679],{"alt":680,"dataZoomable":65,"src":681,"title":682},"\"Screenshot displaying ui-table widget configuration\"","\u002Fdocs\u002Fnode-red\u002Fdatabase\u002Fimages\u002Fusing-mongodb-with-node-red-table-widget.png","Screenshot displaying ui-table widget configuration",[101,684,685],{"start":399},[40,686,629],{},[14,688,689],{},[62,690],{"alt":691,"dataZoomable":65,"src":692,"title":67},"\"Screenshot displaying connections of wires in the 'Retrive Data from Database' flow\"","\u002Fdocs\u002Fnode-red\u002Fdatabase\u002Fimages\u002Fusing-mongodb-with-node-red-mongodb-find-flow.png",[29,694,696],{"id":695},"updating-customer-records","Updating Customer Records",[101,698,699],{},[40,700,701],{},"Add a ui-form widget with fields for \"id\" and \"status\"",[14,703,704],{},[62,705],{"alt":706,"dataZoomable":65,"src":553,"title":707},"\"Screenshot displaying form widget configuration to update data in MongoDB\"","Screenshot displaying form widget configuration to update data in MongoDB",[101,709,710,712],{"start":266},[40,711,580],{},[40,713,583,714,716],{},[116,715,586],{}," to the following JSON structure:",[248,718,720],{"className":250,"code":719,"language":252,"meta":65,"style":65},"[\n  { \"_id\": msg.payload._id },\n  { \"$set\": { \"status\": msg.payload.status } }\n]\n",[116,721,722,727,747,781],{"__ignoreMap":65},[256,723,724],{"class":258,"line":259},[256,725,726],{"class":262},"[\n",[256,728,729,732,734,736,738,740,744],{"class":258,"line":266},[256,730,731],{"class":262},"  {",[256,733,282],{"class":262},[256,735,273],{"class":272},[256,737,276],{"class":262},[256,739,279],{"class":262},[256,741,743],{"class":742},"sTEyZ"," msg.payload._id ",[256,745,746],{"class":262},"},\n",[256,748,749,751,753,756,758,760,763,765,768,770,772,775,778],{"class":258,"line":294},[256,750,731],{"class":262},[256,752,282],{"class":262},[256,754,755],{"class":272},"$set",[256,757,276],{"class":262},[256,759,279],{"class":262},[256,761,762],{"class":262}," {",[256,764,282],{"class":262},[256,766,404],{"class":767},"sBMFI",[256,769,276],{"class":262},[256,771,279],{"class":262},[256,773,774],{"class":742}," msg.payload.status ",[256,776,777],{"class":262},"}",[256,779,780],{"class":262}," }\n",[256,782,783],{"class":258,"line":315},[256,784,785],{"class":262},"]\n",[14,787,788,789,791],{},"The first object specifies the query criteria (which document to update). The second object defines the update operation using MongoDB's ",[116,790,755],{}," operator.",[14,793,794],{},[62,795],{"alt":796,"dataZoomable":65,"src":797,"title":798},"\"Screenshot displaying the change node setting payload as an array containing a query and operation to perform an update operation in the database\"","\u002Fdocs\u002Fnode-red\u002Fdatabase\u002Fimages\u002Fusing-mongodb-with-node-red-change-node-to-update-data.png","Screenshot displaying the change node setting payload as an array containing a query and operation to perform an update operation in the database",[101,800,801],{"start":315},[40,802,803],{},"Add a MongoDB4 node and set operation to \"updateOne\"",[14,805,806],{},[62,807],{"alt":808,"dataZoomable":65,"src":809,"title":810},"\"Screenshot displaying configuration of MongoDB 4 node for updating data\"","\u002Fdocs\u002Fnode-red\u002Fdatabase\u002Fimages\u002Fusing-mongodb-with-node-red-mongodb-update-node-configuration.png","Screenshot displaying configuration of MongoDB 4 node for updating data",[101,812,813],{"start":336},[40,814,629],{},[14,816,817],{},[62,818],{"alt":819,"dataZoomable":65,"src":820,"title":821},"\"Screenshot displaying connections of wires in the 'Update Data from Database' flow\"","\u002Fdocs\u002Fnode-red\u002Fdatabase\u002Fimages\u002Fusing-mongodb-with-node-red-mongodb-updateone-flow.png","Screenshot displaying connections of wires in the 'Update Data from Database' flow",[29,823,825],{"id":824},"deleting-customer-records","Deleting Customer Records",[101,827,828],{},[40,829,830],{},"Add a ui-form widget with fields for \"id\" and \"firstname\"",[14,832,833],{},[62,834],{"alt":835,"dataZoomable":65,"src":836,"title":837},"\"Screenshot displaying form widget configuration to delete data in MongoDB\"","\u002Fdocs\u002Fnode-red\u002Fdatabase\u002Fimages\u002Fusing-mongodb-with-node-red-delete-data-form.png","Screenshot displaying form widget configuration to delete data in MongoDB",[101,839,840,842],{"start":266},[40,841,580],{},[40,843,583,844,846],{},[116,845,586],{}," to the following structure:",[248,848,850],{"className":250,"code":849,"language":252,"meta":65,"style":65},"[\n  {\n    \"_id\": msg.payload._id,\n    \"firstname\": msg.payload.firstname\n  },\n  {\n    \"$delete\": \"\"\n  }\n]\n",[116,851,852,856,861,877,890,895,899,913,918],{"__ignoreMap":65},[256,853,854],{"class":258,"line":259},[256,855,726],{"class":262},[256,857,858],{"class":258,"line":266},[256,859,860],{"class":262},"  {\n",[256,862,863,866,868,870,872,875],{"class":258,"line":294},[256,864,865],{"class":262},"    \"",[256,867,273],{"class":272},[256,869,276],{"class":262},[256,871,279],{"class":262},[256,873,874],{"class":742}," msg.payload._id",[256,876,291],{"class":262},[256,878,879,881,883,885,887],{"class":258,"line":315},[256,880,865],{"class":262},[256,882,299],{"class":272},[256,884,276],{"class":262},[256,886,279],{"class":262},[256,888,889],{"class":742}," msg.payload.firstname\n",[256,891,892],{"class":258,"line":336},[256,893,894],{"class":262},"  },\n",[256,896,897],{"class":258,"line":357},[256,898,860],{"class":262},[256,900,901,903,906,908,910],{"class":258,"line":378},[256,902,865],{"class":262},[256,904,905],{"class":272},"$delete",[256,907,276],{"class":262},[256,909,279],{"class":262},[256,911,912],{"class":262}," \"\"\n",[256,914,915],{"class":258,"line":399},[256,916,917],{"class":262},"  }\n",[256,919,920],{"class":258,"line":420},[256,921,785],{"class":262},[14,923,924],{},"The query includes both ID and firstname to provide additional verification before deletion.",[14,926,927],{},[62,928],{"alt":929,"dataZoomable":65,"src":930,"title":931},"\"Screenshot displaying the change node setting payload as an array containing a query and operation to perform an delete operation in the database\"","\u002Fdocs\u002Fnode-red\u002Fdatabase\u002Fimages\u002Fusing-mongodb-with-node-red-change-node-to-delete-data.png","Screenshot displaying the change node setting payload as an array containing a query and operation to perform an delete operation in the database",[101,933,934],{"start":315},[40,935,936],{},"Add a MongoDB4 node and set operation to \"deleteOne\"",[14,938,939],{},[62,940],{"alt":941,"dataZoomable":65,"src":809,"title":942},"\"Screenshot displaying configuration of MongoDB 4 node for deleting data\"","Screenshot displaying configuration of MongoDB 4 node for deleting data",[101,944,945],{"start":336},[40,946,629],{},[14,948,949],{},[62,950],{"alt":951,"dataZoomable":65,"src":820,"title":952},"\"Screenshot displaying connections of wires in the 'Delete Data from Database' flow\"","Screenshot displaying connections of wires in the 'Delete Data from Database' flow",[29,954,956],{"id":955},"removing-collections","Removing Collections",[101,958,959,962,964,967],{},[40,960,961],{},"Add an inject node configured to send an empty object",[40,963,657],{},[40,965,966],{},"Specify the collection name to 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Delete operation\n",[256,1167,1169],{"class":258,"line":1168},17,[256,1170,263],{"class":262},[256,1172,1174,1176,1178,1180,1182,1184],{"class":258,"line":1173},18,[256,1175,269],{"class":262},[256,1177,1022],{"class":285},[256,1179,276],{"class":262},[256,1181,1028],{"class":1027},[256,1183,1032],{"class":1031},[256,1185,291],{"class":262},[256,1187,1189,1191,1194,1196,1198],{"class":258,"line":1188},19,[256,1190,269],{"class":262},[256,1192,1193],{"class":285},"deletedCount",[256,1195,276],{"class":262},[256,1197,1028],{"class":1027},[256,1199,1149],{"class":1099},[256,1201,1203],{"class":258,"line":1202},20,[256,1204,443],{"class":262},[256,1206,1208],{"class":258,"line":1207},21,[256,1209,1062],{"emptyLinePlaceholder":1061},[256,1211,1213],{"class":258,"line":1212},22,[256,1214,1215],{"class":1010},"\u002F\u002F Drop operation returns boolean 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Adapt your current hardware and machines so agentic work can be done against them, without ripping and replacing what's already on the plant floor.","\u002Fdocs\u002Fuser\u002Fexpert\u002F",[1308],{"url":1309,"release":1310},"\u002Fchangelog\u002F2026\u002F02\u002Fff-expert-update-banner\u002F","2.28",{"edge":1061,"hub":1061,"fleet":1061},{"id":1313,"title":1314,"description":1315,"docsLink":1316,"changelog":1317,"subfeature":1061,"showOnPricing":1320,"tiers":1321},"flowfuse-expert-support-mode","Support Mode","Chat-based assistance for FlowFuse and Node-RED, including Node-RED instance management through natural 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instances, enabling real-time data queries and actions through a single chat interface.","\u002Fdocs\u002Fuser\u002Fexpert\u002Fchat\u002F#insights-mode",{"edge":1061,"hub":1061,"fleet":1061},{"id":1339,"title":1340,"description":1341,"docsLink":1342,"changelog":1343,"tiers":1347},"third-party-agents","Connect Your Own AI Agent","Point the AI agent your company already uses at FlowFuse, so it can query your teams and instances and build Node-RED applications, with you deciding which teams it reaches and whether it can make changes.","\u002Fdocs\u002Fuser\u002Fexpert\u002Fthird-party-agents\u002F",[1344],{"url":1345,"release":1346},"\u002Fchangelog\u002F2026\u002F08\u002Fconnect-your-own-ai-agent\u002F","3.0",{"edge":1061,"hub":1061,"fleet":1061},{"id":1349,"title":1350,"description":1351,"docsLink":1352,"tiers":1353},"mcp-servers","Agentic Operations","Expose your Node-RED flows as tools an AI agent can call directly, so agents can query the state of the factory or trigger actions without custom integration work.","\u002Fdocs\u002Fflowfuse-nodes\u002Fmcp\u002F",{"edge":1061,"hub":1061,"fleet":1061},{"id":1355,"title":1356,"description":1357,"tiers":1358},"onnx-integration","ONNX Integration","Run trained machine learning models directly in your flows, including on edge hardware, without sending data out to an external inference service.",{"edge":1061,"hub":1061,"fleet":1061},{"id":1360,"title":1361,"features":1362},"build","Build",[1363,1369,1375,1385,1391,1397,1401,1407,1413,1421,1427,1431,1435,1444,1452],{"id":1364,"title":1365,"description":1366,"docsLink":1367,"tiers":1368},"edge-development","Edge Development","Develop and test Node-RED flows directly on edge devices with a remote editor proxy.","\u002Fdocs\u002Fdevice-agent\u002Fquickstart\u002F",{"edge":1061,"hub":1320,"fleet":1061},{"id":1370,"title":1371,"description":1372,"docsLink":1373,"tiers":1374},"private-npm-registry","Custom Node-RED Nodes","Create and manage your own private npm registry for 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instances.","\u002Fdocs\u002Finstall\u002Ffile-storage\u002F",{"edge":1061,"hub":1061,"fleet":1061},{"id":1392,"title":1393,"description":1394,"docsLink":1395,"showOnPricing":1320,"tiers":1396},"persistent-context","Persistent Context","In-memory values defined in a Node-RED flow persist across project restarts and upgrades.","\u002Fdocs\u002Fuser\u002Fpersistent-context\u002F",{"edge":1061,"hub":1061,"fleet":1061},{"id":1398,"title":1399,"showOnPricing":1320,"tiers":1400},"static-assets","Static Assets",{"edge":1061,"hub":1061,"fleet":1061},{"id":1402,"title":1403,"description":1404,"docsLink":1405,"tiers":1406},"team-library","Team Library","Set up standard nodes and flows that can be shared with all team members across your organisation.","\u002Fdocs\u002Fuser\u002Fshared-library\u002F",{"edge":1061,"hub":1061,"fleet":1061},{"id":1408,"title":1409,"description":1410,"docsLink":1411,"tiers":1412},"personalised-multi-user-dashboards","Personalised Multi-User Dashboards","Build 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