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What Does It Take to Develop a High-Performance Candy AI Clone?
Developing a high-performance candy ai clone requires a scalable architecture, advanced AI integration, and optimized real-time communication systems. The foundation begins with selecting a strong backend such as Node.js or Python (FastAPI) to handle API requests and AI processing. Large Language Models (LLMs) power conversational intelligence, while vector databases like Pinecone store contextual memory for personalized responses. Cloud infrastructure (AWS or GCP) with GPU support ensures smooth AI inference under heavy traffic. Real-time messaging can be implemented using WebSockets: const WebSocket = require('ws'); const wss = new WebSocket.Server({ port: 8080 }); wss.on('connection', ws => { ws.on('message', message => { const aiResponse = processAI(message); ws.send(aiResponse); }); }); Efficient caching with Redis reduces latency, while secure authentication (JWT, OAuth 2.0) protects user sessions. Performance monitoring tools track system health and auto-scale resources dynamically, ensuring consistent speed and reliability.
Experience Survey GraphQL
in the graphQL for pulling the experience survey its says the graphQL is: query MyQuery { valueSurveyResponses { csv } } this implies this pulls all survey responses ever, I am wondering if there are constraints or pagination because this could very quickly become a massive dayaset.
Dashboard Data Not Matching Reports — Need Help
Hi everyone, I’m trying to pull dashboard data, pageViews, visits, uniqueVisitors, etc. but the numbers I’m getting aren’t matching. I’m really new to this and trying to get the data for reporting, and I’ve been stuck for a few months. I tried the Bulk API, but the numbers came out really low. So I decided to download the report from Analytics instead. Dashboard Report Can anyone explain why the dashboard numbers don’t match the report? Is anyone using a different method to get this data? I’m trying to bring everything into Power BI. Can I get this data using Aurora GraphQL API? Thanks!
Regarding O2 Community Forum Registration
I believe Khoros have developed the community forum in o2.co.uk I tried to register in o2 network community forum https://community.o2.co.uk/ I facing problems while registering into the community, I can login to my o2 but the community member is not working.. Can you let me know the reason so I can contact o2 team
Why do PageScripts changes require a Community Restart?
Hello , While implementing PageScripts, I noticed that changes are not reflected immediately, even though I tried using the Switching the Branch to Preview Changes option. For every minor change in a script, I still have to push the code to the stage-main branch and then restart the community instance in order to see the update. This has been impacting the development workflow, because even small adjustments (like a console log or a minor script edit) require a full restart of the instance to validate. Upon enquiring with Khoros Support, I received the following response: "You are following the intended and documented development workflow. At this time, Aurora does not support real-time preview of PageScripts via branch switching; script changes will only reflect after merging and restarting the staging instance. If this workflow changes in future releases, updates will appear in Khoros Aurora release notes or documentation." Has anyone else experienced the same? Is this the expected behavior for all communities, or have you found any workaround to preview PageScripts without a restart? Looking forward to hearing the experiences of other community teams.
PageScript Changes Not Reflecting Without Restart in Aurora
Hello everyone, While implementing PageScripts, I noticed that changes don’t reflect immediately — even when using the “Switch Branch to Preview Changes” option. Currently, for every minor update in a script, I have to push the code to the stage-main branch and then restart the community instance to see the changes. This has been slowing down the development workflow, as even small tweaks (like adding a console log or a minor script fix) require a full restart to validate. Has anyone else faced this issue?Subscriptions to a label?
Hi all, I'm attempting to get the list of people who have subscribed to a label, but am struggling. The documentation is a bit confusing: It says both that you have to use a community ID as the node.id constraint but also that you can give the node.id constraint as a board id? Seems conflicting. And, regardless of the documentation, I get an error when I try to use a board ID (such as node.id='board:wireless-lan' where wireless-lan is the id of the board) My user has full admin permissions. Any ideas? I am not really a developer (as is probably evident!), just trying to pull a few bits of data for a stakeholder. Thanks!
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