[{"data":1,"prerenderedAt":431},["ShallowReactive",2],{"footer-primary":3,"footer-secondary":93,"footer-description":119,"ai-ai-image-moderation":121,"ai-ai-image-moderation-next":166,"sales-reps":179},{"items":4},[5,29,49,69],{"id":6,"title":7,"url":8,"page":8,"children":9},"522e608a-77b0-4333-820d-d4f44be2ade1","Solutions",null,[10,15,20,25],{"id":11,"title":12,"url":8,"page":13},"fcafe85a-a798-4710-9e7a-776fe413aae5","Headless CMS",{"permalink":14},"/solutions/headless-cms",{"id":16,"title":17,"url":8,"page":18},"79972923-93cf-4777-9e32-5c9b0315fc10","Backend-as-a-Service",{"permalink":19},"/solutions/backend-as-a-service",{"id":21,"title":22,"url":8,"page":23},"0fa8d0c1-7b64-4f6f-939d-d7fdb99fc407","Product Information",{"permalink":24},"/solutions/product-information-management",{"id":26,"title":27,"url":28,"page":8},"63946d54-6052-4780-8ff4-91f5a9931dcc","100+ Things to Build","https://directus.io/blog/100-tools-apps-and-platforms-you-can-build-with-directus",{"id":30,"title":31,"url":8,"page":8,"children":32},"8ab4f9b1-f3e2-44d6-919b-011d91fe072f","Resources",[33,37,41,45],{"id":34,"title":35,"url":36,"page":8},"f951fb84-8777-4b84-9e91-996fe9d25483","Documentation","https://docs.directus.io",{"id":38,"title":39,"url":40,"page":8},"366febc7-a538-4c08-a326-e6204957f1e3","Guides","https://docs.directus.io/guides/",{"id":42,"title":43,"url":44,"page":8},"aeb9128e-1c5f-417f-863c-2449416433cd","Community","https://directus.chat",{"id":46,"title":47,"url":48,"page":8},"da1c2ed8-0a77-49b0-a903-49c56cb07de5","Release Notes","https://github.com/directus/directus/releases",{"id":50,"title":51,"url":8,"page":8,"children":52},"d61fae8c-7502-494a-822f-19ecff3d0256","Support",[53,57,61,65],{"id":54,"title":55,"url":56,"page":8},"8c43c781-7ebd-475f-a931-747e293c0a88","Issue Tracker","https://github.com/directus/directus/issues",{"id":58,"title":59,"url":60,"page":8},"d77bb78e-cf7b-4e01-932a-514414ba49d3","Feature Requests","https://github.com/directus/directus/discussions?discussions_q=is:open+sort:top",{"id":62,"title":63,"url":64,"page":8},"4346be2b-2c53-476e-b53b-becacec626a6","Community Chat","https://discord.com/channels/725371605378924594/741317677397704757",{"id":66,"title":67,"url":68,"page":8},"26c115d2-49f7-4edc-935e-d37d427fb89d","Cloud Dashboard","https://directus.cloud",{"id":70,"title":71,"url":8,"page":8,"children":72},"49141403-4f20-44ac-8453-25ace1265812","Organization",[73,78,84,88],{"id":74,"title":75,"url":76,"page":77},"1f36ea92-8a5e-47c8-914c-9822a8b9538a","About","/about",{"permalink":76},{"id":79,"title":80,"url":81,"page":82},"b84bf525-5471-4b14-a93c-225f6c386005","Careers","#",{"permalink":83},"/careers",{"id":85,"title":86,"url":87,"page":8},"86aabc3a-433d-434b-9efa-ad1d34be0a34","Brand Assets","https://drive.google.com/drive/folders/1lBOTba4RaA5ikqOn8Ewo4RYzD0XcymG9?usp=sharing",{"id":89,"title":90,"url":8,"page":91},"8d2fa1e3-198e-4405-81e1-2ceb858bc237","Contact",{"permalink":92},"/contact",{"items":94},[95,101,107,113],{"id":96,"title":97,"url":8,"page":98,"children":100},"8a1b7bfa-429d-4ffc-a650-2a5fdcf356da","Cloud Policies",{"permalink":99},"/cloud-policies",[],{"id":102,"title":103,"url":81,"page":104,"children":106},"bea848ef-828f-4306-8017-6b00ec5d4a0c","License",{"permalink":105},"/bsl",[],{"id":108,"title":109,"url":81,"page":110,"children":112},"4e914f47-4bee-42b7-b445-3119ee4196ef","Terms",{"permalink":111},"/terms",[],{"id":114,"title":115,"url":81,"page":116,"children":118},"ea69eda6-d317-4981-8421-fcabb1826bfd","Privacy",{"permalink":117},"/privacy",[],{"description":120},"\u003Cp>A composable backend to build your Headless CMS, BaaS, and more. \u003C/p>",{"id":122,"slug":123,"vimeo_id":124,"description":125,"tile":126,"length":127,"resources":8,"people":8,"episode_number":128,"published":129,"title":130,"video_transcript_html":131,"video_transcript_text":132,"content":8,"status":133,"episode_people":134,"recommendations":146,"season":147,"seo":165},"2d94463a-5c39-4274-ba39-287e9059cc9c","ai-image-moderation","945761757","Analyze images for drugs, suggestive or explicit material with this custom operation, powered by Clarifai.","314fcef8-4c7e-41ac-a7ab-96838c6f0aff",4,5,"2024-05-16","AI Image Moderation","\u003Cp>Speaker 0: The Directus AI image moderation operation helps you build safer and more positive applications powered by Clarify. It will take in an image and tell you whether there is any drugs, suggestive or explicit material, or gore in the images, and then you can take action based on what is right for your application. So we're gonna build that together today. So we are going to create a new flow that will trigger whenever a new image is uploaded. We'll call this moderation, image moderation.\u003C/p>\u003Cp>Lovely, and we will run this whenever a file is uploaded. Now this will run on every file that's uploaded regardless of type. So in the real, you will want to add a condition that checks that this is indeed an image or perhaps based on a certain folder maybe just end user upload folders stuff like that. The documentation for this operation shows you how to set that up, but for now, I'm going to assume every file is an image and every file wants this moderation check. So we have this file upload, and we are gonna go ahead and use our AI image moderation.\u003C/p>\u003Cp>There it is. AI image moderation operation. Now we want to provide our Clarify API token and provide a full file URL. So https tunnel.orws.i0 /asset/trigger.key which is the ID of the file whose upload started this flow, and of course you'll want to replace this with your actual, Director's project URL. There's also a threshold here, which will change which items are flagged.\u003C/p>\u003Cp>So you will always get back a raw response between 0 and a100 of the confidence that either drug drugs suggestive or explicit material or gore is present, but there's an additional section called flags, which makes it easier to take action. This threshold changes what is needed for something to appear as a flag. In fact, I just want to show you how this works because what happens next is very very specific. So, I've got an image here of a needle with some white powder. So, sorry in our file module here we'll just go and update upload that.\u003C/p>\u003Cp>So you see that's the image there, there is definitely some drugs in that image right. So we're gonna go over to our flow and and we're gonna look at the log, and we see here that in the payload, there's a very very very high chance that drugs were present. It's not suggestive. It's not gore. It's not explicit, and because that number is above our threshold this appears as a flag.\u003C/p>\u003Cp>Now in most episodes in this series, I build a complete project, but this one is really up to you. You might choose instead of an action, which is a non blocking flow, you may choose to block it, and if and then you add a condition on to the end of the moderation, and if there's something that's flagged, you may stop it being uploaded at all, or you may flag it a certain way, change a status on the file field and stop it displaying to end users or display a warning. You may choose to email moderators to come in and do a manual check over. You may wanna send an email to the user and so on and so forth. So, hopefully, you can start seeing the applications of this image moderation operation.\u003C/p>\u003Cp>I'm gonna stop here in this video because it gets very specific after this, very implementation specific. But I hope you find loads of value in it. It's really, really powerful, and hopefully, you'll agree quite nice to set up. So I'll see you in the next video. Bye for now.\u003C/p>","The Directus AI image moderation operation helps you build safer and more positive applications powered by Clarify. It will take in an image and tell you whether there is any drugs, suggestive or explicit material, or gore in the images, and then you can take action based on what is right for your application. So we're gonna build that together today. So we are going to create a new flow that will trigger whenever a new image is uploaded. We'll call this moderation, image moderation. Lovely, and we will run this whenever a file is uploaded. Now this will run on every file that's uploaded regardless of type. So in the real, you will want to add a condition that checks that this is indeed an image or perhaps based on a certain folder maybe just end user upload folders stuff like that. The documentation for this operation shows you how to set that up, but for now, I'm going to assume every file is an image and every file wants this moderation check. So we have this file upload, and we are gonna go ahead and use our AI image moderation. There it is. AI image moderation operation. Now we want to provide our Clarify API token and provide a full file URL. So https tunnel.orws.i0 /asset/trigger.key which is the ID of the file whose upload started this flow, and of course you'll want to replace this with your actual, Director's project URL. There's also a threshold here, which will change which items are flagged. So you will always get back a raw response between 0 and a100 of the confidence that either drug drugs suggestive or explicit material or gore is present, but there's an additional section called flags, which makes it easier to take action. This threshold changes what is needed for something to appear as a flag. In fact, I just want to show you how this works because what happens next is very very specific. So, I've got an image here of a needle with some white powder. So, sorry in our file module here we'll just go and update upload that. So you see that's the image there, there is definitely some drugs in that image right. So we're gonna go over to our flow and and we're gonna look at the log, and we see here that in the payload, there's a very very very high chance that drugs were present. It's not suggestive. It's not gore. It's not explicit, and because that number is above our threshold this appears as a flag. Now in most episodes in this series, I build a complete project, but this one is really up to you. You might choose instead of an action, which is a non blocking flow, you may choose to block it, and if and then you add a condition on to the end of the moderation, and if there's something that's flagged, you may stop it being uploaded at all, or you may flag it a certain way, change a status on the file field and stop it displaying to end users or display a warning. You may choose to email moderators to come in and do a manual check over. You may wanna send an email to the user and so on and so forth. So, hopefully, you can start seeing the applications of this image moderation operation. I'm gonna stop here in this video because it gets very specific after this, very implementation specific. But I hope you find loads of value in it. It's really, really powerful, and hopefully, you'll agree quite nice to set up. So I'll see you in the next video. Bye for now.","published",[135],{"people_id":136},{"id":137,"first_name":138,"last_name":139,"avatar":140,"bio":141,"links":142},"82b3f7e5-637b-4890-93b2-378b497d5dc6","Kevin","Lewis","a662f91b-1ee9-4277-8c9d-3ac1878e44ad","Director of Developer Experience at Directus",[143],{"url":144,"service":145},"https://directus.io/team/kevin-lewis","website",[],{"id":148,"number":149,"year":150,"episodes":151,"show":162},"25c1b8ec-a696-4551-8d13-4e2abfbc7cb5",1,"2024",[152,153,154,155,122,156,157,158,159,160,161],"6aee5cdc-3d0a-4fa6-acee-49c1860a553d","50b4447b-73c7-4b49-9e70-d210595d1a7e","42784fad-29d4-4f01-a076-43f1817655b7","d948815e-2417-4319-814b-87d7c5fbdd43","afb17dd7-48b9-4297-ada8-f22c1daa82ce","be92a983-6a6a-411f-8f07-2cba4aa9308c","afc8f09e-f82f-473d-8643-14176380ae52","3d978332-855b-4eb0-a878-b932e0f9d704","40e14c84-7b60-4fc2-a125-beec15e39a28","be07b8cd-0d0f-4713-affe-88c210c29d9a",{"title":163,"tile":164},"Directus AI","b3609dd7-2fea-4925-ae4a-8a4a69a1b64b",{"title":8,"meta_description":8},{"id":156,"slug":167,"season":148,"vimeo_id":168,"description":169,"tile":170,"length":128,"resources":8,"people":8,"episode_number":171,"published":129,"title":172,"video_transcript_html":173,"video_transcript_text":174,"content":8,"seo":175,"status":133,"episode_people":176,"recommendations":178},"ai-speech-generation","945761979","Generate realistic speech clips from text with this custom operation, powered by Genny from LOVO.\n\n","7acce675-8773-4d30-a844-56f78a198dd8",6,"AI Speech Generation","\u003Cp>Speaker 0: The Directus AI speech generation operation allows you to create realistic sounding speech from text inside of your director's project. This extension is powered by Jenny, so you will need an API key in order to follow along. Now here I have a collection called ads, and I've created just a very short textual ad that I want to run for directors. However, it's gonna go in something like a podcast or a audiobook or something, so it needs to be in audio form. So what we're gonna do is create a manual flow where when we click a button here, it will go off and generate that audio for us.\u003C/p>\u003Cp>So let's go over to our flows and create a new flow, generate audio, with a manual trigger on the ads collection. This will return just the ID of the item where the button is pressed. We obviously want the text. So the first thing we're gonna do is read data and we will read data from the ads collection, specifically the ID from the from the item whether it was pressed. So trigger dot body dot keys zero.\u003C/p>\u003Cp>So this will return the text and the currently empty file field. Then we can go straight away and send this off to the AI speech generation operation. Now we do need a Jenny API key, but I have one that I made earlier. And in here, we put in our text with a maximum of 500 characters. And I am gonna go ahead and just say, hey, that last operation that fetched all the data, go grab the text value out of it.\u003C/p>\u003Cp>You get to pick one of the selected speakers, so we'll use Brian Lee junior here and you get to specify the speed at which the, the speech happens. So this will return just a URL of an mp3 on the web. Next, we need to import it into this Director's project, and we can do that using the webhook request URL operation. So we'll make a post request to this directus URL trigger dotlws.i. So that's your specific project URL/assets, not assets, sorry, slash files slash import.\u003C/p>\u003Cp>That's the endpoint. It's a post request, and then the body here, we are going to just pass in the URL. Now just a note that for this project I've made file creation publicly accessible, you may need to lock down those permissions and provide your authentication headers here, but for ease I've turned that off for this demo. So what this will do is make that API call and return with the whole payload of the brand new director's files item that was just created, and what we wanna do is extract the ID and save that back to our ads item. So let's update the ads item here.\u003C/p>\u003Cp>We wanna update trigger.body.keys 0, and what we wanna do is just update the file value, and the location of the ID in the returned JSON payload is in data dot data dot ID. That is the whole flow. We click the button. We grab the whole item, which includes the text. We generate the text, which results in an m p 3.\u003C/p>\u003Cp>We import the m p 3 and save the m p 3 back to the item. So let's see if this works. Fingers crossed, we're now going and generating that audio. It's going off to that 3rd party vendor creating that realistic sounding audio for us, importing it, and then finally adding it here inside of the file except when it doesn't. Why is that?\u003C/p>\u003Cp>Let's take a little look together. Let's take a look at the log. What happened there? Trigger, because I got completely the wrong URL of just my director's project here. Tunnel is actually where this project is located.\u003C/p>\u003Cp>So let's run that one last time, generate audio. We'll give that just a moment once again to do its thing in that time I'll tell you a joke I'm not a funny person so I won't be doing that but that allows me to stall for long enough for this operation to complete and that of course is our, is our wav file, our actual audio file there containing our ad. So that is a little bit about how the, speech generation operation works using directus AI. We hope you enjoy it. I see loads of use cases for this, but the primary one being either like video voiceovers at scale or programmatic ads or stuff like that.\u003C/p>\u003Cp>So I hope you found this interesting. I'll see you in the next video.\u003C/p>","The Directus AI speech generation operation allows you to create realistic sounding speech from text inside of your director's project. This extension is powered by Jenny, so you will need an API key in order to follow along. Now here I have a collection called ads, and I've created just a very short textual ad that I want to run for directors. However, it's gonna go in something like a podcast or a audiobook or something, so it needs to be in audio form. So what we're gonna do is create a manual flow where when we click a button here, it will go off and generate that audio for us. So let's go over to our flows and create a new flow, generate audio, with a manual trigger on the ads collection. This will return just the ID of the item where the button is pressed. We obviously want the text. So the first thing we're gonna do is read data and we will read data from the ads collection, specifically the ID from the from the item whether it was pressed. So trigger dot body dot keys zero. So this will return the text and the currently empty file field. Then we can go straight away and send this off to the AI speech generation operation. Now we do need a Jenny API key, but I have one that I made earlier. And in here, we put in our text with a maximum of 500 characters. And I am gonna go ahead and just say, hey, that last operation that fetched all the data, go grab the text value out of it. You get to pick one of the selected speakers, so we'll use Brian Lee junior here and you get to specify the speed at which the, the speech happens. So this will return just a URL of an mp3 on the web. Next, we need to import it into this Director's project, and we can do that using the webhook request URL operation. So we'll make a post request to this directus URL trigger dotlws.i. So that's your specific project URL/assets, not assets, sorry, slash files slash import. That's the endpoint. It's a post request, and then the body here, we are going to just pass in the URL. Now just a note that for this project I've made file creation publicly accessible, you may need to lock down those permissions and provide your authentication headers here, but for ease I've turned that off for this demo. So what this will do is make that API call and return with the whole payload of the brand new director's files item that was just created, and what we wanna do is extract the ID and save that back to our ads item. So let's update the ads item here. We wanna update trigger.body.keys 0, and what we wanna do is just update the file value, and the location of the ID in the returned JSON payload is in data dot data dot ID. That is the whole flow. We click the button. We grab the whole item, which includes the text. We generate the text, which results in an m p 3. We import the m p 3 and save the m p 3 back to the item. So let's see if this works. Fingers crossed, we're now going and generating that audio. It's going off to that 3rd party vendor creating that realistic sounding audio for us, importing it, and then finally adding it here inside of the file except when it doesn't. Why is that? Let's take a little look together. Let's take a look at the log. What happened there? Trigger, because I got completely the wrong URL of just my director's project here. Tunnel is actually where this project is located. So let's run that one last time, generate audio. We'll give that just a moment once again to do its thing in that time I'll tell you a joke I'm not a funny person so I won't be doing that but that allows me to stall for long enough for this operation to complete and that of course is our, is our wav file, our actual audio file there containing our ad. So that is a little bit about how the, speech generation operation works using directus AI. We hope you enjoy it. I see loads of use cases for this, but the primary one being either like video voiceovers at scale or programmatic ads or stuff like that. So I hope you found this interesting. I'll see you in the next video.","3d5b7ece-22e1-4315-9812-671b8e487cdf",[177],"5a1eb839-4c7d-4f2f-974d-599639631352",[],{"reps":180},[181,237],{"name":182,"sdr":8,"link":183,"countries":184,"states":186},"John Daniels","https://meet.directus.io/meetings/john2144/john-contact-form-meeting",[185],"United States",[187,188,189,190,191,192,193,194,195,196,197,198,199,200,201,202,203,204,205,206,207,208,209,210,211,212,213,214,215,216,217,218,219,220,221,222,223,224,225,226,227,228,229,230,231,232,233,234,235,236],"Michigan","Indiana","Ohio","West Virginia","Kentucky","Virginia","Tennessee","North Carolina","South Carolina","Georgia","Florida","Alabama","Mississippi","New York","MI","IN","OH","WV","KY","VA","TN","NC","SC","GA","FL","AL","MS","NY","Connecticut","CT","Delaware","DE","Maine","ME","Maryland","MD","Massachusetts","MA","New Hampshire","NH","New Jersey","NJ","Pennsylvania","PA","Rhode Island","RI","Vermont","VT","Washington DC","DC",{"name":238,"link":239,"countries":240},"Michelle Riber","https://meetings.hubspot.com/mriber",[241,242,243,244,245,246,247,248,249,250,251,252,253,254,255,256,257,258,259,260,261,262,263,264,265,266,267,268,269,270,271,272,273,274,275,276,277,278,279,280,281,282,283,284,285,286,287,288,289,290,291,292,293,294,295,296,297,298,299,300,301,302,303,304,305,306,307,308,309,310,311,312,313,314,315,316,317,318,319,320,321,322,323,324,325,326,327,328,329,330,331,332,333,334,335,336,337,338,339,340,341,342,343,344,345,346,347,348,349,350,351,352,353,354,355,356,357,358,359,360,361,362,363,364,365,366,367,368,369,370,371,372,373,374,375,376,377,378,379,380,381,382,383,384,385,386,387,388,389,390,391,392,393,394,395,396,397,398,399,400,401,402,403,404,405,406,407,408,409,410,411,412,413,414,415,416,417,418,419,420,421,422,423,424,425,426,427,428,218,429,430],"Albania","ALB","Algeria","DZA","Andorra","AND","Angola","AGO","Austria","AUT","Belgium","BEL","Benin","BEN","Bosnia and Herzegovina","BIH","Botswana","BWA","Bulgaria","BGR","Burkina Faso","BFA","Burundi","BDI","Cameroon","CMR","Cape Verde","CPV","Central African Republic","CAF","Chad","TCD","Comoros","COM","Côte d'Ivoire","CIV","Croatia","HRV","Czech Republic","CZE","Democratic Republic of Congo","COD","Denmark","DNK","Djibouti","DJI","Egypt","EGY","Equatorial Guinea","GNQ","Eritrea","ERI","Estonia","EST","Eswatini","SWZ","Ethiopia","ETH","Finland","FIN","France","FRA","Gabon","GAB","Gambia","GMB","Ghana","GHA","Greece","GRC","Guinea","GIN","Guinea-Bissau","GNB","Hungary","HUN","Iceland","ISL","Ireland","IRL","Italy","ITA","Kenya","KEN","Latvia","LVA","Lesotho","LSO","Liberia","LBR","Libya","LBY","Liechtenstein","LIE","Lithuania","LTU","Luxembourg","LUX","Madagascar","MDG","Malawi","MWI","Mali","MLI","Malta","MLT","Mauritania","MRT","Mauritius","MUS","Moldova","MDA","Monaco","MCO","Montenegro","MNE","Morocco","MAR","Mozambique","MOZ","Namibia","NAM","Niger","NER","Nigeria","NGA","North Macedonia","MKD","Norway","NOR","Poland","POL","Portugal","PRT","Republic of Congo","COG","Romania","ROU","Rwanda","RWA","San Marino","SMR","São Tomé and Príncipe","STP","Senegal","SEN","Serbia","SRB","Seychelles","SYC","Sierra Leone","SLE","Slovakia","SVK","Slovenia","SVN","Somalia","SOM","South Africa","ZAF","South Sudan","SSD","Spain","ESP","Sudan","SDN","Sweden","SWE","Tanzania","TZA","Togo","TGO","Tunisia","TUN","Uganda","UGA","United Kingdom","GBR","Vatican City","VAT","Zambia","ZMB","Zimbabwe","ZWE","UK","Germany","Netherlands","Switzerland","CH","NL",1773850443370]