Alexander Kukla
Development of an AI agent for the confectionery industry (Technologist)
Implement a UI chat interface with input for queries.
Connect to OpenAI API or another LLM with a basic call. Medium+1
Upload a portion of knowledge (for example, 2-3 technologists, several recipes) into the knowledge base.
Implement the "Recipes" module: the user inputs a batch (100 kg of dough), product type → receives a recipe.
Store the session: history of queries/responses.
Conduct basic testing: technologists input queries, provide feedback.
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537 2 0 Good day! Alexander, I have reviewed your technical specifications.
I create AI assistants for businesses based on the Planfix platform — a system that combines CRM, process automation, and artificial intelligence capabilities.
Most companies today build their solutions from a "zoo" of separate tools — bots, spreadsheets, APIs, forms, CRMs, and chats, which exist independently of each other. Each service solves a specific task, but together they create chaos: data is duplicated, processes are broken, and businesses lose the big picture. We solve this problem differently. Planfix is not just a CRM, but a full-fledged operating system for business that unites communication, customer base, tasks, documents, finances, process automation, and analytics in one environment. Any tool — from the AI assistant to accounting or customer chat — operates within a single data context. This eliminates the chaos of the "zoo" and creates an interconnected system where each process logically follows another.
The AI assistant is just one part of this ecosystem. It functions within your Planfix working environment, has access to all necessary information, and can not only answer questions but also:
— create tasks,
— update statuses,
… — generate reports,
— analyze correspondence,
— or initiate actions in the CRM — in the context of your business, not outside of it.
Advantages of the solution:
— direct connection Planfix ↔ OpenAI, without intermediaries — budget savings and minimal technical difficulties;
— convenient interface for control: you can monitor the assistant's work, enable moderation or delegation;
— intelligent triggers: Planfix can independently reach out to the AI assistant when a client does not respond, when a date or event occurs — the assistant acts proactively;
— a single platform for development: easily add new scenarios, channels (Instagram, Telegram, email, Google Forms, WhatsApp, etc.) without losing the business context.
The result is not just a bot or integration, but a smart assistant that lives in your system, understands its context, and becomes part of your business processes.
I am ready to adapt the solution to your case and show how the AI assistant can truly relieve your team.
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2810 10 0 Hello, Alexander 👋🏻
I can implement an MVP version of an AI technologist using Python (Streamlit or Flask, TelegramBot):
– chat interface with OpenAI API integration,
– "Recipes" module with ingredient recalculation for the required weight,
– local knowledge base with technological maps,
– saving query history and a simple admin panel.
I have experience with OpenAI, API integrations, and custom chatbots.
… I will deliver everything turnkey — with tests and clear code.
⏱ Deadline: 3–5 days
💰 Price: 6000 UAH
If needed, I can show the structure or similar examples. I would be happy to collaborate 🌸
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586 1 0 Hello,
I am ready to take on the development of your AI agent-technologist for the confectionery industry. My approach will allow for the creation of a functional product using low-code tools and the necessary minimum of code to ensure accuracy. I will implement a user-friendly chat interface, set up a connection to OpenAI, upload the knowledge base you provide, and ensure reliable storage of session history. Special attention will be given to the key module "Recipes," where a mechanism for precise recalculation of ingredients will be integrated according to the batch entered by the user (for example, 100 kg of dough), which minimizes errors. After basic testing and feedback from technologists, you will receive a ready, verified tool.
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1595 7 0 Good day!
My name is Roman, and I am among the top 5 developers in the category of "Artificial Intelligence and Machine Learning" among ~1600 specialists on the platform.
I guarantee:
- Fast and high-quality execution of the task
- Strict adherence to deadlines
- Regular communication throughout the entire process
I would be happy to discuss the details of your project in private messages.
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172 1 1 Hello! I am ready to complete this project and have extensive experience in developing various applications.
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673 5 0 Hello, I have been working on an AI agent for the food industry, processing over twenty recipes and integrating a chat interface with session history preservation. Are you planning to use specific keywords to search for recipes in your database?
I suggest we get in touch, I will provide you with free technical consultation and we will create a development plan + I will tell you about my team!
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