Thank you so much for your detailed reply 
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Pravahini looks amazing! I love the idea of an AI marketplace that combines dataset discovery, model building, and agent creation all in one place. The automatic categorization feature will really help users find what they need quickly.
What plans do you have to ensure the quality of the datasets and models shared on the platform? And how do you see the community engaging with the AI agents in the future?
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For automatic dataset categorization, we’re using Random Forest for classification, which performs well with both numerical and text-based features. To handle text data, we apply Natural Language Processing (NLP) techniques like TF-IDF Vectorization to convert it into numerical format, ensuring accurate categorization. As we add more datasets, the model will be periodically retrained to maintain its relevance and accuracy.
To balance user feedback with high-quality standards for AI agents, we’ll combine feedback from the rating and review system with periodic audits.
Thanks for your support! For ensuring the quality of datasets and models, we currently rely on community engagement through ratings and reviews. As users interact with the platform, they will provide feedback, helping to surface high-quality resources and flagging any potential issues.
Regarding AI agents, we see the community playing a big role by creating and sharing agents that can be refined based on feedback and performance. This interaction will foster collaboration and innovation, making the platform a hub for AI enthusiasts and developers alike!
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Thanks for great explanation 
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Your project is really interesting and well-planned! I have one suggestion: consider offering customizable AI assistants to help users navigate the platform. These assistants could suggest relevant datasets, tools, or models based on users’ specific needs and project goals. I think this feature would enhance the overall user experience and make it even easier for people to find the resources they need. Keep up the great work!
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Welcome back and congratulations on qualifying.
Would it be possible to have a brief summary of the changes/additions you’ve made since the previous Pravahini entry? Thanks in advance
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Thank you so much @Amrouche ! Since the last entry of Pravahini, we’ve made significant improvements and added new features.
Let me give you brief intro about the changes, One of the key additions is the AI-driven automatic dataset categorization, which enhances user experience by making resource discovery faster and more intuitive. We’ve also introduced an AI agent marketplace, allowing users to find, create, and monetize AI agents.
Additionally, integrated code editor, allowing users to directly code and test on the platform, and introduced a rating and review system for AI agents, which enables users to comment and provide feedback.
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Thank you for your thoughtful suggestion!
Customizable AI assistants are a fantastic idea, and we can see how they would greatly enhance the user experience by providing personalized recommendations.
Thanks again for your input, and we’re excited to keep improving!
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Are you planning to add TronLink wallet in addition to metamask wallet in the coming days? I also recommend that you prepare the introduction pdf in a little more detail. It will give you a great advantage when advertising on social media.
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Looking good guys…best wishes on the remainder of your project’s journey! But looks like there are somethings that need tweaking from what ive seen
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Thanks for providing details. You’re destined for greatness, team 
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Thanks for the good wishes @Robert2 ! If there’s anything specific you think we could improve, we’d love to hear it. Your input really helps as we keep working on Pravahini. Thanks again!
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Thanks for the suggestions @Kavel !
As of now, we’ve not thought to add TronLink, but we’ll definitely give it some thought for future updates to improve accessibility.
Great point on the intro PDF— We’ll work on that to better showcase Pravahini’s features.
Thanks again for the feedback!
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We’re excited to keep pushing forward and making Pravahini even better.
Your support means a lot! 
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Happy to hear you received my feedback well. I’ll be waiting to see the results.
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Agreed, they need some polishing but they have had experience since s6 so they seem competent enough
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@constantinpricope201 Oh I see that’s happening because you have not uploaded the image.
Sorry for that we will add a better error handling over there to notify the user. Thank you.
hi @victorious
did you fix this issue? on my side I also got this error.
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