MVP of the WhatsApp chat-bot: voice + OCR + GPT (Russian/English/Hebrew)
Need a freelancer for creating an MVP WhatsApp bot, that understands voice, photo, and PDF, responds with voice and text, and works in Russian, English, and Hebrew.
Expect from you:
A realistic estimate of timelines and approach
Breakdown by stages (so payments can be made gradually)
Suggestions for the best implementation
Examples of similar projects (if any)
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Ready to discuss the project on Telegram / Zoom.
Write in private messages if you have questions — open to dialogue
Looking for a freelancer to create an MVP WhatsApp bot, that understands voice, photo, and PDF, responds with voice and text, and works in Russian, English, and Hebrew.
MVP — what must be included:
To ensure we are on the same page, I will list what I consider the basics:
Receiving voice and text messages in WhatsApp
The ability to send photos or PDFs
Text recognition (OCR, for example, via Google Vision)
Analysis and response generation through GPT
Response — simple and understandable language
Voice response (upon request)
Support for Russian, Hebrew (including RTL), and English
Saving history in Supabase — to keep logs: who sent what, what was recognized, what response was given
If you think it can be done better or simpler — let me know.
4. User experience — a key point:
It is very important that the interaction is as simple as possible.
The user should just say:
> “Look at this letter”
or “Photograph the bill”
— and the bot starts working.
No extra buttons, clarifications, or complex scenarios.
5. A “live” bot, not a dumb script:
Even in the MVP, I want the bot to behave human-like:
ask clarifying questions,
offer actions: “Voice it?”, “Explain in more detail?”, “Find the number?”
Let it be 2–3 phrases to choose from, but to give the feeling of a live assistant.
6. Architecture with future in mind:
Currently, MVP is enough. But I really want to be able to later:
connect advanced GPT features (dialog, context)
add web search, integrations
scale to 10+ users
If you build on Make, Zapier, or something else — okay. The main thing is that another developer can pick it up and develop it further later.
7. About stages:
Describe how you see the transfer of each stage: what exactly you show, how we test, when we approve — so everything is clear and transparent.
Нужен фрилансер для создания MVP WhatsApp-бота, который понимает голос, фото и PDF, отвечает голосом и текстом, и работает на русском, английском и иврите.
MVP — что в него точно должно входить:
Чтобы мы говорили на одном языке, перечислю то, что я считаю базой:
Приём голосовых и текстовых сообщений в WhatsApp
Возможность отправить фото или PDF
Распознавание текста (OCR, например, через Google Vision)
Анализ и генерация ответа через GPT
Ответ — простым и понятным языком
Озвучка ответа (по запросу)
Поддержка русского, иврита (включая RTL) и английского
Сохранение истории в Supabase — чтобы были логи: кто что отправил, что распозналось, какой ответ был
Если ты считаешь, что можно сделать лучше или проще — сообщи.
4. Пользовательский опыт — ключевой момент:
Очень важно, чтобы взаимодействие было максимально простым.
Пользователь должен просто сказать:
> “Посмотри, что это за письмо”
или “Сфотографируй счёт”
— и бот начинает работать.
Без лишних кнопок, уточнений и сложных сценариев.
5. “Живой” бот, а не тупой скрипт:
Даже в MVP хочется, чтобы бот умел вести себя по-человечески:
задавал уточняющие вопросы,
предлагал действия: “Озвучить?”, “Пояснить подробнее?”, “Найти номер?”
Пусть это будет 2–3 фразы на выбор, но чтобы это давало ощущение живого помощника.
6. Архитектура с прицелом на будущее:
Сейчас MVP, понятно. Но очень хочется, чтобы потом можно было спокойно:
подключить расширенные функции GPT (диалог, контекст)
добавить веб-поиск, интеграции
масштабировать под 10+ пользователей
Если ты строишь на Make, Zapier или чём-то своём — ок. Главное, чтобы потом другой разработчик мог это подхватить и развить.
7. По этапам:
Напиши, как ты видишь передачу каждого этапа: что именно ты показываешь, как тестируем, когда утверждаем — чтобы всё было чётко и прозрачно.
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625 8 0 Interesting task. I suggest doing it on n8n. The architecture can be discussed after agreeing on the AI we will use for transcription.
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1315 7 0 Good day.
Ready to take your project.
I can develop for you such a chatbot according to your technical specifications using no-code/low-code tools.
Write to me privately, we will discuss all the details and choose the best solution for you.
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1388 4 0 Good day, Yulia!
The project is interesting. I have my own vision of its architecture and implementation, I can tell you in detail in private messages: stages, timelines, and cost.
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1072 8 0 Hello
We implement WhatsApp chatbots of varying complexity based on the official business provider - the SendPulse platform.
I would like to learn more details about the project to understand the essence of the work and be able to break down the work into stages.
Feel free to contact me, I will be glad to cooperate!
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726 9 1 Hello! Your project looks very interesting. I am ready to start work immediately and ensure high quality.
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