Improve the AI assistant based on the Telegram bot
111 USD Improve the assistant. The previous developer has already started, we need to finish it. We created a Telegram bot in Python
to receive and process data (surveys, prices, statistics, reports),
store it in a convenient database,
and provide analytics, summaries, and graphs upon request.
The assistant should be tailored to the agricultural theme (vegetables, grain, livestock, export/import).
Main tasks
Data upload
Ability to upload Excel, CSV, Word, PDF with surveys and statistics.
Integration with Google Sheets
In the future — automatic data collection from the website via API
Data storage
Ability to search by filters: crop, region, period, price.
Data processing
Automatic cleaning (removal of duplicates, error checking).
Ability to build analytics:
Average prices by regions.
Comparison of yields with last year.
Dynamics of export/import.
AI chat
Interface (web or Telegram bot) where you can ask questions:
“What are the prices for onions in August?”
“Show the potato yield for 3 regions in 2024.”
Response in the form of text + graph (chart, table).
Reports
Ability to generate PDF/Word reports based on a template.
Automatic weekly analytics (for example, “onion and potato market”).
I write the price randomly, suggest your options
It needs to be done in two stages: first MVP
then full functionality
Guys, I understand there are many super professionals here, my budget is very limited, if you work as a team, I’ll say right away, don’t click, don’t waste my and your time.
The performer must have experience in creating AI assistants. PRICE RANDOM
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1 day111 USD1 day111 USD
Hello, I have been working on an AI assistant for the agricultural sector (MVP + full functionality), where we processed data, generated reports and graphs. We have been improving analytics by regions for 3 months ✅.
How do you envision the integration of automatic data collection through API in the future — which websites do you plan to use for this?
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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2 days110 USD
3160 23 1 3 2 days110 USDHello!
I am a full stack developer with experience in creating AI assistants, Telegram bots, and analytical systems. The task is completely clear to me: it is necessary to refine the current bot, add analytics, data storage, and integrations.
What I can implement:
I will connect and fine-tune the integration with Google Sheets, Excel, CSV, and API sources.
I will set up data storage (PostgreSQL / SQLite) and automatic cleanup.
…
I will add filters (culture, region, period, price).
I will implement the collection and generation of analytical reports with graphs and tables (in PDF or Word).
I will add an AI chat that can respond to queries in the format "question → summary + graph."
I will set up automatic analytics by weeks/months (for example, yield by regions).
If necessary, I will integrate with OpenAI / Gemini / Anthropic API for report generation and analytics.
I have previously developed Telegram bots with AI modules and analytics through Sheets and API sources, so I can connect quickly and bring the project to full working condition.
I am ready to complete the first phase (MVP) promptly with the prospect of subsequent expansion.
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10 days450 USD
525 10 days450 USDGood day!
I am an integrator and project manager, specializing in automation, chatbots, and analytics. I am ready to refine your Telegram assistant and take it to the next level.
🔍 What I offer:
• I will complete the MVP: uploading Excel/CSV, storage, filters, analytics, graphs, AI chat
• I will connect Google Sheets and generate PDF/Word reports
• In the future — data collection from the website via API, automatic weekly reports
The bot will be tailored to the agricultural theme: vegetables, grains, export/import.
MVP deadline — up to 10 days
Cost — from $450 (we can discuss it step by step)
… I work structurally: checklists, templates, video instructions. I have already implemented similar solutions for agriculture and car rentals.
I am ready to discuss the details and start today.
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14 days350 USD
273 14 days350 USDGood day, I have already worked with the Telegram Bot API, ready to assess the scope of work and cost in the shortest possible time (I am attaching an estimated price). The last project of this kind was a Telegram bot for a car service with ChatGPT 4.0 integration. I have also worked with calculations, graphs, Data Science, and language models in Python. Please contact me.
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7 days500 USD
12784 4 2 7 days500 USDHello,
I’d be happy to help you finish and improve your agricultural data assistant. Since the foundation is already built — a Telegram bot in Python — I can focus on completing the missing parts and turning it into a functional MVP first, then gradually extend it to the full version.
For the MVP, I’ll ensure the bot can reliably handle file uploads (Excel, CSV, PDF, Word), store and search the data by key parameters (crop, region, period, price), and perform basic analytics such as average prices by region and yield comparisons. The data will be cleaned automatically (duplicates, format errors), and stored in a structured database with efficient queries.
Once the MVP is stable, I’ll move on to the AI and analytics phase — connecting an AI layer to allow natural-language queries like “Show onion prices for August” or “Compare potato yields in 3 regions”, returning both text summaries and charts. I’ll also implement automatic report generation (PDF/Word) and scheduled weekly analytics digests (e.g., “Onion and potato market overview”).
The stack will stay lightweight — Python (aiogram or pyTelegramBotAPI) for the bot, Pandas/NumPy for processing, Matplotlib or Plotly for charts, and SQLite or PostgreSQL for structured storage. Integration with Google Sheets and, later, API-based data collection can be added seamlessly.
…
I understand the project has a limited budget, so I’ll focus on building a practical, working solution step by step — starting with the core features that deliver value right away.
Let’s discuss the current bot’s codebase and what’s already implemented, so I can estimate the time and cost for finishing the MVP and outline the roadmap for the full version.
Best regards,
Jeo Vincent Carretas
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1 day111 USD
3092 11 0 1 day111 USDGood day!
I am developing in Python!
Write to me - we will discuss the details.
The price is approximate - I would like to see the scope of work.
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30 days1500 USD
2236 46 0 30 days1500 USDThe price is approximate; after real communication, I will be able to provide the actual one. Essentially, everything you describe are separate functions, and AI is not particularly needed here, except for generating the final response. Write to me in private messages, and we will discuss.
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1 day111 USD
129 1 day111 USDAha, that's great,
https://github.com/collaborationbest
This is my github.
I have much experience development of Python bot.
Hope to discuss more details.
Thanks
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7 days300 USD
9972 117 0 7 days300 USDHello.
I am developing bots for Telegram using NodeJS. I am ready to take on the project. Write to me, and we will discuss.
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2 days111 USD
655 4 0 2 days111 USDHello, I am ready to finalize the AI assistant and transfer it to a Telegram bot. I will do it for $50, message me privately.
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1 day111 USD
1562 7 0 1 day111 USDGood 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 quality task execution
- Strict adherence to deadlines
- Regular communication throughout the entire process
I would be happy to discuss the details of your project in private messages.
The price is conditional.
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Вітаю, готов зробити але заного вас бота. Використовую платформу n8n. Маю великий досвід у створенні агентів
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Здравствуйте.
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