Create a program or bot or AI for checking sentences
Hello,
I need a person who can create a bot or integrate AI to check offers via email
for example
I received a message with the code and the product price
art1 - 140 UAH
art2 - 110 UAH
art3 - 100 UAH
and the bot or AI will have target prices
for example
art1 - 100 UAH maximum
art2 - 110 UAH maximum
art3 - 50 UAH maximum
thus, the bot should recognize that the price for art2 - is suitable for purchase and send it to me
who can help? and what are the prices?
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1098 5 0 Good evening, I am ready to discuss the entire project in detail and take it on.
The price is 7000 UAH
Write to me, I will be glad to cooperate.
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834 8 0 I can implement this project for you in Python.
1. Gmail API (priority) with watch + Google Pub/Sub for push subscriptions or IMAP IDLE
2. Processing/recognition
Basic: deterministic parser (regex) for the artX pattern - 140 UAH.
If the emails are "crooked" or in different formats: LLM extraction in JSON with a strict schema (Pydantic) as a fallback.
… For images/scans: Tesseract/PaddleOCR (free) or Google Vision (more accurate/paid).
3. Data and rules
Database of target prices and article mappings: Postgres (prod) or SQLite (MVP).
Log table of proposal parsing (which email, from whom, which articles/prices, decisions).
4. Solutions and notifications
Rule: price ≤ threshold → “OK to buy”.
Notifications: Telegram bot (aiogram 3.x) with buttons Buy / Ignore / Blacklist supplier. Or a web application or desktop program of your choice.
Logging to be implemented separately if needed.
5. Integrations (optional)
CRM (e.g., KeyCRM/other) via REST API: create an order draft when clicking “Buy”.
Estimated stack
Microservice / API
Python 3.11+
FastAPI — REST endpoints (Gmail Pub/Sub webhooks, Telegram), simple admin panel.
Pydantic — schema validation of structured JSON after parsing/LLM.
SQLAlchemy + Alembic — ORM and migrations.
Email parsing
google-api-python-client / google-auth — Gmail API (watch/history, fetch body/attachments).
imapclient (fallback) — if IMAP.
email / mail-parser — MIME normalization.
Data extraction
Regex (re) — basic parsing “artX — Y UAH”.
pdfplumber / pandas / openpyxl — PDF/CSV/XLSX attachments.
Pillow + Tesseract/PaddleOCR — OCR for images.
LLM extraction (optional): OpenAI/Claude via prompt → strictly structured JSON.
Notification bot
aiogram 3.x — Telegram bot (you are already using this).
tenacity — safe retries.
structlog/loguru — clean logs.
Data
PostgreSQL (prod) or SQLite (MVP).
Redis (optional) — queues/cache.
Deploy/DevOps
Docker / Docker Compose
Nginx, certbot
Sentry (errors), Uptime Kuma (uptime), Prometheus (metrics, optional)
Contact me to discuss additional details.
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2248 18 3 Good evening. I am engaged in automation using Python. I can develop a bot for you with the necessary functionality and notifications in the required messenger, stack: Python, Google Sheets API, OpenAI API (the free plan of OpenAI will be sufficient for your needs). I will provide a detailed and convenient instruction for setup and usage. Also, if desired, I can offer you no-code solutions n8n/make. If you are interested - write to me, I will be happy to discuss the details.
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223 2 0 Good day. I have been working in Data Science for three years. I am involved in process automation and chatbot development. We can discuss my experience and the task that needs to be completed in more detail.
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10038 117 0 Hello.
I am developing bots in NodeJS. I have experience with integrating OpenAI API. I am ready to take it on. Write to me, we will discuss.
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586 1 0 Good day! I can help with the implementation of this project. I have experience creating similar systems on platforms Make.com and n8n. To give you an accurate estimate, I need more information about the structure of your emails. If you have examples, please send them to me in private messages.
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1762 19 0 1 Hello!
We are working on the development of software, websites, automation systems, and more.
We take on projects "from scratch" as well as technical refinements.
We work with a wide stack: WordPress, Opencart, Shopify, WIX, Python, JavaScript, C++, C#, Unity 3D, SQL, MSSQL, WPF, WinForms.
We have practical experience in:
– system and application programming
– business process automation
… – information security
– technical project management
After project delivery — we provide free technical support for 14 days.
We work quickly, clearly, and results-oriented.
We look forward to collaborating!
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1650 11 0 Hello Stas!
I propose to create a transparent and flexible automation system for you based on n8n.
How it will work:
- Data retrieval. The system will automatically check your email inbox for new messages.
- Text recognition. Regular text parsing will easily extract items and prices from the message. No paid OpenAI API is needed for this.
- Storing target prices. Your maximum prices (art1 - 100 UAH, art2 - 110 UAH, etc.) can be stored in a regular Google Sheet or Airtable. This is a huge plus for you as you will be able to change prices anytime by simply editing a cell in the table, without involving a developer.
- Comparison and notifications. The system will instantly compare the price from the email with your target price in the table. If the condition is met (the price is suitable), you will receive a notification in Telegram with all the details.
… Ready to discuss the details!
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115 34 4 2 Good afternoon
It can be implemented using the OpenAI API (Chat GPT)
The bot will be able to interact with your database to view current prices and comparisons and send the data to you (Telegram/Viber, wherever you want)
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1101 7 1 Hello!
I have created similar systems for tracking prices in online stores and automatically comparing them with target values. I will make a bot that will check incoming SMS or emails, recognize articles and prices, compare them with your threshold values, and notify you of suitable offers. I will use Python with libraries for parsing and notifications.
I am ready to start working soon.
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1711 8 0 Hello! I would be happy to complete this project for you. I just need to clarify some details.
I suggest discussing the details of the bot in private messages. I will create a convenient solution for you with a pleasant and understandable interface (layout, inline buttons, menu). I have a few similar cases that I can share in private.
My portfolioFreelancehunt
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656 9 0 Good afternoon, Stas!
In general, the task is clear, but to provide an accurate answer regarding the deadlines and price, I would like to clarify some questions that arose after analyzing your task.
Please write in private messages — we will discuss the details and your wishes.
P.S. I am guided by your budget, but I think I can fit into a smaller amount — after clarifying the details, I will offer an exact figure.
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