KreaitorAI Final Engineering Updates — 1.3

Weekly Work Updates

KreaitorAI is empowering creators with AI-powered content generation tools. As we are rapidly moving forward and expanding our scope we are making our development base strong. Our team is developing custom LLMs and text-based models to be less dependent on external systems. So, we are on a strong development journey to make KreaitorAI a stand-alone product.

We are here to share all the new updates that are in progress to mark the completion of development plan 1.3. Most importantly, we have also extended our innovation and developed new features apart from the plan.

Recap:

In the previous engineering update 1.3 we developed and refined the following:

• Custom LLM Integration
• Demographic-based content generation
• UI/UX Revamp

Our final engineering update of platform development plan 1.3 includes development in the Custom LLMs, Demography-based Content Generation, and Mobile Optimized UI/UX design.

Custom LLM Integration

The custom LLM integration involved continuous experimentation. The development process was as follows:

• After initially training the Mixtral 7B v0 model, we found that the output did not meet our expectations. The model was not able to give live data.
• As a result, we proceeded to train a new model, Mixtral 8x 7B v0, to achieve improved results. This new model, Mixtral 8x 7B v0, uses advanced architecture and techniques to enhance output quality.

Output from the trained model without live integrations

• Notably, Mixtral 8x 7B v0 incorporates eight times the parameters of the original Mixtral 7B v0 model, offering a significant boost in computational power and complexity. The full model size of Mixtral is 114GB, and to train the mixtral model, we utilized a robust 192 GB GPU instance on AWS.

Mixtral 8x 7B - MoE by Mistral AI · Issue #616 · NVIDIA/TensorRT-LLM

• With this model upgrade, the users can now receive live data in the content generation features.

UI/UX Revamp

We have made new improvements which mainly include an optimized design of the platform and mobile compatibility design.

1. Improvized UI/UX & Optimized platform

• We have used advanced design principles to introduce intuitive pathways, clear layouts, and enhanced visual hierarchies to ease user interactions.
• Through user research and iterative design processes our team has revamped the UI/UX. We have used user-centered methodologies for increased user engagement and satisfaction.
• Implementation of this front-end design enhances rendering performance minimizes loading times and maximizes overall user experience.

2. Mobile Compatibility and Optimization

• Our new design approach considers the constraints and opportunities presented by smaller screens, touch interfaces, and varying network conditions. Thus, KreaitorAI can reach a global audience with its functionality to support all device types.
• We have developed a responsive design, which adjusts layout and content dynamically based on screen size, as well as touch-friendly interactions.

Demographic-Based Content Generation

We have used the principles of demography-based content generation to allow users to choose the tone and language for content generation.

1. Content Demography

Content demography involves personalizing content based on demographic factors such as age, gender, location, and interests, to provide relevance to specific audience segments.

• Utilizing demographic data analytics, the system can now adjust content themes, topics, and media to associate with the preferences and characteristics of different demographic groups.

2. Tone Adaptive Content Generation

Tone-adaptive content generation involves adjusting the tone and voice of content to match the emotional context and preferences of the target audience.

• The user can change the tone, voice, and length to get a personalized response meeting the personal or brand guidelines.
• This feature is now applicable for Tweet generation, Text to Speech, and Email Generator.

3. Multilingual Content Generation

Multilingual content generation empowers platforms to produce content in various languages according to the linguistic diversity of the user base.

• Now, the user can choose any language for content creation while using the platform.
• We have made a list of languages around the globe available on the platform from which a user can choose and create content accordingly.

Additional updates (apart from the scope of 1.3):

The features below depict our high innovation, rapid development, and management skills:

In-platform CMS Integration for blogs: The In-platform CMS Integration for blogs simplifies the management of content by our team to publish and organize blog posts within the platform environment with SEO practices.

Transcription for Video Files: Our video transcription tool can also convert video files to text to facilitate accessibility for users.

AI-based Sentence Autocomplete in Grammar tool: AI-based Sentence Autocomplete in the Grammar tool offers real-time suggestions to complete the sentences based on AI algorithms & probability to make you write faster.

PDF and TXT File Summarization Support: As an additional feature in the text summarize tool, the PDF and TXT File Summarization Support condenses lengthy documents into concise summaries to enable users to extract key information from text documents/ PDF files.

Animated Meme Creation Support: Now users can create Memes using animations, Images, and GIFs.

User Content Session Restoration: User Content Session Restoration enables users to resume their work from where they left off to improve user experience and productivity.

Various Content Responses for Users to Choose from: This feature enriches user interaction by providing a variety of response generation to fulfill users' different preferences and needs.

AI Companion for Platform walkthrough: Our AI Companion for KreaitorAI Platform walkthrough offers personalized guidance and assistance to users navigating through the platform for a good onboarding experience.

Stay tuned as we move forward! We will speed up the developmental process and bring innovative changes to our community. We will push all the updates by Monday and will come up with the next platform development plan 1.4.

Don’t forget to share your thoughts and suggestions (Feedback) with us. Thank you for being part of the KreaitorAI journey!

• Beta Version 1.3: https://beta.kreaitor.ai
• Website: https://kreaitor.io/
• X: https://x.com/KreaitorAI
• Try Kreaitor.AI: https://www.kreaitor.ai/login
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• View our Whitepaper here: https://www.kreaitor.ai/whitepaper.pdf