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I'm currently building a project where a lightweight JavaScript SDK is embedded into client websites, allowing them to modify their pages through a side-panel interface. The next phase is to evolve this panel into a conversational AI experience. The goal is to enable users to input natural language instructions such as “add an interactive slider at the top” or “change all headings to a dark blue serif font,” with the system intelligently interpreting the request, identifying the site’s existing design system, generating the necessary HTML/CSS/JS, and applying the changes to the DOM in real time. The scope of supported actions includes: - Creating new elements (e.g. interactive sliders, image galleries, single and multi-step forms) - Modifying existing elements - Removing elements - Updating styles (colours, typography, layout) - Editing content - Injecting JavaScript behaviours and event handling - Other types of modifications A key requirement is that all generated output must align with the site’s existing design tokens to ensure visual consistency. What I’m looking for: - Backend (PHP 8) - A server-side endpoint that brokers requests to an LLM (e.g. OpenAI, Claude) - Clean, framework-free implementation in vanilla PHP - Structured request/response handling for reliability and extensibility Frontend (JavaScript SDK) - Utilities to extract relevant design context (CSS variables, computed styles, key layout patterns) - Efficient context packaging to minimise token usage - Safe DOM injection of AI-generated output Reliability & Safety - Validation and fallback mechanisms to prevent malformed AI responses from breaking the page - Graceful degradation when outputs are incomplete or invalid Implementation - Clear setup instructions so this can be easily integrated into any site already running the SDK - An MVP flow: user prompt → model request → validated response → live DOM update I already have a working version, but it lacks consistency, doesn’t properly leverage the existing design system, and has some stability issues. I’m looking to refine this into a more robust foundation and continue iterating on it long term. I’m happy to share the current implementation and collaborate on improving the architecture, model strategy, and overall reliability.
ID Projek: 40319469
137 cadangan
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137 pekerja bebas membida secara purata $488 AUD untuk pekerjaan ini

As the head of a premier web and app development enterprise, CnELIndia, I'm confident in providing a qualified solution to your project. Your LLM Generative AI Page Editor is an exciting and unique challenge that speaks directly to our extensive experience utilizing technologies much like those you mention. Our skillset encompasses everything you're looking for from robust PHP and JavaScript prowess to clean, responsive, and extensible implementation. Drawing upon 18 years of industry experience, we can coherently translate your ambition of conversational AI into a reality by brokering requests through the server-side endpoint for a safer and more reliable performance. Our team has also mastered CSS variables extraction, computed styles analysis as well as key layout pattern identification - all vital skills for ensuring that generated output aligns harmoniously with existing design tokens. Our dedication echoes within our portfolio of over 743 satisfied clients' projects where we have consistently delivered on time and within budget constraints. We're eager to lend our expertise to refine what you've already built and elevate it even further. Let's not just iterate on your project but quicken its refinement and realization with our proven strategies and methodologies.
$500 AUD dalam 7 hari
9.0
9.0

✅ Lovable AI Expert | AI Development | AI Chatbot | Game Development ✅ Hi, Thank you for considering this opportunity! I bring extensive experience in implementing custom solutions powered by LLMs, conversational AI, and intelligent automation. Recently I have been working on Lovable AI for developing a gaming platform using it, complete with chat-based agent logic, expressive front-ends, and backend integrations. In other project, implemented a fully automated AI agent system for intelligent meeting creation using ElevenLabs Conversational AI and Gemini (via a custom agent brain). The flow integrates voice interaction, natural language processing, location precision, and frontend. Due to NDAs, links aren’t public—but once you open the chat, I’ll share live demos and walkthroughs. Whether you're building an internal assistant, a public-facing voice agent, or an integrated AI productivity tool, I can help bring your vision to life with robust, scalable architecture and a human-like user experience. I would love to connect and explore how we can contribute to your AI initiative. PS - Please pan the budget for now and discuss over chat. Regards, Srishti
$750 AUD dalam 30 hari
8.1
8.1

Hi, This is Elias from Miami. I checked your project description and understand you’re looking to build a lightweight JavaScript SDK that can be embedded into client websites. This sounds like an exciting project, and I’m eager to help you bring it to life. I’ve worked on several similar integrations and understand the key technical challenges involved, especially with API development and AI model integration. My approach would be to develop a seamless and efficient SDK that ensures smooth interaction with your existing systems while focusing on scalability and performance. I have a few questions to get a better understanding: Q1 – What specific functionalities do you want the SDK to provide to the client websites? Q2 – Are there any existing systems or platforms this SDK needs to integrate with? Q3 – What are your expectations regarding user roles and permissions within the SDK? Looking forward to hearing from you.
$500 AUD dalam 10 hari
8.0
8.0

With our breadth of expertise and vast technology stack, we're firmly positioned to meet and exceed your project goals. Your LLM generative AI page editor aligns perfectly with our AI development prowess, benefiting from our capacity to architect exemplary backend systems using PHP 8. We've honed our skills in PHP to deliver clean, framework-free implementations that guarantee reliability and extensibility, attributes that underscore the very essence of your project. Our understanding of working with JavaScript SDKs is extensive. We bring efficient context packaging skills to extract crucial design contexts. Coupled with safe DOM injection techniques, rest assured that all AI-generated outputs would be securely integrated into the target website without compromising its operation. Moreover, as veterans in the field, we recognize the indispensability of reliability and safety engineering when it comes to integrating AI systems. Thanks.....
$750 AUD dalam 7 hari
8.2
8.2

Hello, I hope you are doing well. I bring 7 years of hands-on experience in PHP, JavaScript, and interactive web applications, and I fully understand your vision. The objective is to develop a robust conversational AI page editor that interprets natural-language instructions, updates the DOM in real time, and preserves the site’s existing design system. Key components include: - Backend PHP 8 endpoint for handling LLM requests - Reliable, structured request/response management - JS SDK tools to capture design context efficiently - Safe DOM injection with live updates - Validation and fallback mechanisms for stable, consistent UX I follow clean architecture, secure API integration, and efficient front-to-back workflows. I will start by reviewing your current implementation, enhancing context extraction, and implementing strong validation to ensure stability and visual consistency. I’m available to discuss workflows and define MVP features before starting development. I am confident we can evolve this project into a scalable, reliable AI-driven page editor that enhances client sites safely and efficiently. Thankyou, Azad
$300 AUD dalam 5 hari
7.8
7.8

Hi, I’ve been working on custom JS + backend systems for 5+ years, and your SDK + conversational editing layer is exactly the kind of problem I enjoy—mixing DOM control, design systems, and LLM orchestration. From your description, the main gaps seem to be: inconsistent design-token alignment, unstable AI outputs, and lack of a strict contract between prompt → response → DOM update. I’d approach this by introducing a structured “action schema” layer (instead of raw HTML/CSS), so the model returns predictable JSON like create / update / remove / style, which we validate server-side before anything touches the DOM. On the PHP side, I’d build a clean broker (no framework) with retry logic, response validation, and guardrails (schema validation + sanitisation). On the SDK side, we can improve context extraction—capturing CSS variables, typography scales, spacing patterns—and compress it into a minimal but meaningful prompt payload. For DOM safety, I’d avoid direct injection and instead use a controlled renderer that maps validated actions to safe operations, with fallbacks when something is incomplete. I like that you already have a working version—makes it much easier to iterate toward a solid architecture rather than starting blind. A quick question: are you currently sending raw HTML/CSS generation from the model, or already experimenting with a structured response format? Happy to review your current implementation and help turn this into a stable, extensible system.
$350 AUD dalam 10 hari
7.6
7.6

⭐⭐⭐⭐⭐ Build Conversational AI for Your JavaScript SDK Integration ❇️ Hi My Friend, I hope you are doing well. I've looked at your project details and see you are looking for a solution to enhance your JavaScript SDK with a conversational AI interface. You don’t need to look any further; Zohaib is here to help you! My team has successfully completed over 50 similar projects for JavaScript and AI integrations. I will refine your current implementation, ensuring it aligns with your design system and enhancing its stability. ➡️ Why Me? I can easily build your conversational AI feature as I have 5 years of experience in JavaScript, PHP, and AI integrations. My expertise includes creating dynamic web elements, modifying styles, and ensuring reliable backend communication. Additionally, I have a strong grip on responsive design and user experience, which will ensure a seamless integration. ➡️ Let's have a quick chat to discuss your project in detail and let me show you samples of my previous work. I look forward to discussing this with you! ➡️ Skills & Experience: ✅ JavaScript Development ✅ PHP Programming ✅ API Integration ✅ AI Model Implementation ✅ DOM Manipulation ✅ CSS Styling ✅ User Experience Design ✅ Responsive Design ✅ Error Handling ✅ Data Validation ✅ Version Control (Git) ✅ Performance Optimization Waiting for your response! Best Regards, Zohaib
$350 AUD dalam 2 hari
7.9
7.9

Hi, ➡️ I read your project description about evolving your side-panel interface into a conversational AI that interprets and applies natural language modifications to client websites. This is a cutting-edge enhancement that I am well-equipped to handle. ⏺️ I specialize in both backend and frontend development with extensive experience in JavaScript and PHP. My expertise includes building interactive web components and implementing AI-driven functionalities. I will ensure the AI-generated output adheres to your sites design tokens for visual consistency and reliability. My approach will focus on clean, efficient code and robust validation processes to enhance the stability and scalability of your platform. Regards, Aftab Ahmad Full Stack Developer (12 Years of experience)
$800 AUD dalam 7 hari
7.4
7.4

HELLO, WITH OVER 10 YEARS OF EXPERIENCE IN PHP AND JAVASCRIPT, I CAN HELP YOU REFINE AND EVOLVE YOUR CURRENT GENERATIVE AI PAGE EDITOR TO ALIGN WITH YOUR REQUIREMENTS AND DESIGN SYSTEM. I WILL DEVELOP A BACKEND (PHP 8) WITH A CLEAN, FRAMEWORK-FREE IMPLEMENTATION TO HANDLE REQUESTS TO AN LLM (OPENAI, CLAUDE, ETC.). THIS WILL BE STRUCTURED FOR RELIABILITY AND EXTENSIBILITY. THE FRONTEND SDK WILL INCLUDE UTILITIES TO EXTRACT RELEVANT DESIGN CONTEXT AND MINIMIZE TOKEN USAGE WHILE SAFELY INJECTING GENERATED HTML/CSS/JS INTO THE DOM. I WILL ALSO INCORPORATE VALIDATION AND FALLBACK MECHANISMS TO ENSURE STABILITY AND PREVENT MALFORMED RESPONSES FROM BREAKING THE PAGE. MY APPROACH WILL FOCUS ON CREATING A CONSISTENT, RELIABLE SYSTEM THAT CAN BE EASILY INTEGRATED AND ITERATED UPON LONG-TERM. I LOOK FORWARD TO COLLABORATING WITH YOU AND IMPROVING THIS SYSTEM TO MEET YOUR NEEDS. BEST REGARDS,
$400 AUD dalam 7 hari
7.3
7.3

Hi I can help turn your current SDK panel into a reliable conversational AI layer that interprets natural-language change requests and applies safe, real-time DOM updates. A key technical challenge is generating HTML/CSS/JS that matches each site’s existing design system without breaking layout or injecting unstable output, and I can solve that with structured context extraction, response validation, and guarded DOM application. My experience includes vanilla JavaScript SDKs, PHP 8 backend development, LLM integration, prompt/response design, DOM manipulation, and safety-first output pipelines. On the PHP side, I can build a clean framework-free endpoint that brokers model requests, enforces structured payloads, and supports extensible request/response handling. On the SDK side, I can improve design-token extraction, computed-style sampling, context compression, and safe application of AI-generated changes to existing pages. I can also add fallback logic, schema validation, and partial-response handling so invalid model output degrades gracefully instead of breaking the user experience. This will give you a stronger MVP foundation for prompt --> model --> validated response --> live DOM update, with architecture built for long-term iteration. Thanks, Hercules
$500 AUD dalam 7 hari
6.9
6.9

Hi there, I’ve thoroughly reviewed your project on enhancing the JavaScript SDK with a conversational AI experience, and I’m excited about the opportunity to contribute. With extensive experience as a top freelancer from California, I have successfully implemented similar projects that required real-time DOM manipulation while adhering to design tokens. My approach will ensure a seamless integration of the AI capabilities you envision, enabling users to interact with the side-panel and modify their pages intuitively. My technical expertise in PHP 8 and vanilla JavaScript allows me to craft a clean, efficient structure for the backend and frontend. I understand the importance of reliability and safety, so I will prioritize validation mechanisms and ensure a smooth, responsive user experience. Collaborating closely, we can refine your existing setup, address the stability issues, and make sure that the AI-generated modifications align with your current design system. I'm ready to dive into this and would love for you to message me to discuss it further. What specific design tokens do you have in place to ensure the AI-generated output aligns with your current design system?
$610 AUD dalam 10 hari
6.7
6.7

With strong experience in AI and web development, I can build a reliable system that safely integrates AI-generated content into your platform. I am familiar with LLMs like OpenAI and can implement response filtering, validation, and graceful handling of incomplete outputs. I will ensure clean integration using lightweight PHP and JavaScript, along with clear documentation for smooth setup on existing systems. My focus will be on performance, safety, and real-time content updates. I am also adaptable to new technologies like LangChain and vector databases for future improvements. Let’s connect to build a robust and scalable solution. Thanks, Jay
$500 AUD dalam 7 hari
6.7
6.7

Hi! My name is Marjan and I'm here to offer you my services as a skilled applicant with over a decade of experience working on Freelancer.com. l believe I am the best fit candidate for this project due to my extensive experience; I would like to have a discussion to get to know that we both are on the same page. Once the scope will be locked, I will start working on it right away.
$250 AUD dalam 7 hari
6.8
6.8

I can refine your LLM-powered page editor into a stable, design-consistent conversational interface. Backend PHP 8 endpoints will reliably broker AI requests, handling structured prompts and validated responses. Frontend JS will extract design context, minimize token usage, and safely inject HTML/CSS/JS into the DOM. The system will support creating, modifying, removing, and styling elements, editing content, and injecting JS behaviors, all while respecting the site’s existing design tokens. Validation and fallback mechanisms ensure malformed AI outputs do not break pages, and graceful degradation maintains usability. I will deliver a clean, framework-free MVP flow with setup instructions, robust reliability, and extensibility for future iterations. Clear documentation and code structure will allow ongoing improvements to architecture, prompts, and DOM integration. Do you want real-time visual previews before DOM updates or direct live injection? Should the AI handle responsive/mobile style adjustments automatically? Thanks, Asif
$750 AUD dalam 11 hari
6.4
6.4

Hello Sir, Have you considered how a conversational AI could transform your page editing experience for users? I specialize in creating robust PHP and JavaScript solutions that seamlessly integrate AI while maintaining design consistency. Let's discuss how I can enhance your existing project for better stability and usability. Best, Smith
$500 AUD dalam 7 hari
6.4
6.4

Hello There!!! ★★★★ ( Conversational AI editor with design-aware DOM updates and stable LLM integration ) ★★★★ I understand you’re enhancing your JS SDK into an AI-driven editor that converts natural language into real-time DOM updates, while respecting design tokens and ensuring stability. You also need a clean PHP backend for LLM handling and reliable validation flow. Services based on your requirements: ⚜ Vanilla PHP endpoint for LLM integration ⚜ Prompt engineering and structured response handling ⚜ JS utilities for extracting design tokens/context ⚜ Safe DOM injection with validation layers ⚜ Fallback and error-handling mechanisms ⚜ Optimized context packaging for token efficiency ⚜ Clear setup and integration documentation I have strong experience in AI workflows, DOM manipulation, and building similar editor tools, so I can refine your current system properly. I’ll improve consistency using schema-based outputs, better prompt chaining, and strict validation before applying changes. Let’s connect and make this more robust and scalable together! Warm Regards Farhin B.
$256 AUD dalam 7 hari
6.6
6.6

With over 13 years of experience in full-stack development, encompassing frontend and backend technologies, API integrations, and secure application design, I believe I am the right fit for this project. My skills in PHP 8 and JavaScript are well-suited to your needs. Already having worked extensively on complex PHP projects and API integrations including with OpenAI and Google AI APIs are additional advantages. My ability to deliver robust, scalable, and maintainable systems is exemplified by my completed projects and client reviews. Your project's emphasis on reliability & safety resonates deeply with my professional ethos, as I follow structured development practices that ensure clean, framework-free implementation, efficient context packaging minimization of token usage. I also provide graceful degradation mechanisms to handle incompletions or invalid data outputs. Another highlight of my expertise which strongly aligns with your project is my long-term iterative approach. Having a working version already in place but now seeking improvements is a common scenario for many of my collaborations. I am always eager to refine existing foundations into more robust structures, iterate on them for long-term stability, and precisely the skills and traits that your project requires. So let's collaborate to enhance your current implementation ensuring better consistency, leveraging the existing design system with no stabi
$500 AUD dalam 7 hari
6.7
6.7

Hi, I can help refine this into a much more robust and scalable AI editing foundation. The architecture you described is strong and I would focus on making the request flow safer more consistent and better aligned with the existing design system so generated changes feel native to the page. On the backend I can build a clean framework free PHP 8 endpoint that brokers LLM requests with structured input and validated output handling. On the frontend I can improve the SDK context extraction packaging and DOM application logic so the model receives the right design tokens computed styles and layout signals without wasting tokens. I will also add strict validation fallback handling and graceful degradation so incomplete responses do not break the page. The result will be a stable MVP flow from prompt to model request to validated response to live DOM update with a path for long term iteration. Best, Justin
$500 AUD dalam 7 hari
6.0
6.0

Hello, When it comes to delivering efficient, reliable, and high-quality conversational AI experiences, I'm the skilled hand you need. My extensive experience in web development with Vue.js/jQuery + Laravel/Yii2/Symfony brings me a comprehensive understanding of your project's PHP & JS requirements. I am well versed with AI integration into web applications and have worked with APIs like OpenAI and Claude that will enable me to effectively broker requests for the LLM. Additionally, my ability to build clean, framework-free implementations will ensure that your Javascript SDK is integrated seamlessly into existing client websites, making this new conversational experience hassle-free and easy-to-use. Moreover, my proficiency in vanilla PHP would be the perfect match for your need of structured request handling, enhancing the reliability and extensibility of the system. To address challenges like stability issues and inconsistencies in output generation that you've mentioned having faced, I will leverage my skills as a problem solver and my desire for long-term project refinement to not only improve your system's foundation but also iterate on it meticulously until we can achieve the desired reliability and consistency. Choose me for an enhanced page editing system that's not only efficient but safe from any disruptions or malfunctions! With Regards! Manpreet
$750 AUD dalam 7 hari
6.1
6.1

⭐⭐⭐⭐⭐ Greetings, Your current project presents an exciting challenge: transforming the side-panel into a conversational AI tool. Users need the ability to effortlessly modify their web pages through natural language, and ensuring the generated outputs align with existing design tokens is critical for visual coherence. I propose to refine your current implementation by enhancing the PHP backend to efficiently handle requests with a clean framework-free approach. Integrating structured request/response handling will establish reliability and enable seamless adaptability for future updates. On the frontend, we can create a robust JavaScript SDK that efficiently extracts design context and safely injects dynamic outputs into the DOM. With a specific focus on stability and consistency, my goal will be to ensure the system not only meets current needs but is also equipped for long-term growth and enhancement. How do you envision the user experience with the new conversational AI interface? Let's elevate this project to its full potential!
$250 AUD dalam 7 hari
6.0
6.0

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