Development of a personal AI bot for automating messaging in Telegram

Budget: 27000 UAH Deadline: 14 days

The budget of 4000 UAH, in my opinion, will not cover such a task - this is not just a bot, but a personal AI layer with memory, safety rules, delays, night mode, a second controlling bot, and deployment. Realistically, I would estimate the first working version at 38000 UAH and 10-14 days =/

I see the implementation systematically like this - a separate service on Python 3.12, SQLite for memory and states, Claude Sonnet for responses, rules for risky topics before generation, action logs, spending limits, commands /summary, /note, /stop, /start, /status, and deployment on Railway or similar. It’s better not to train the style as a model, but to gather a style profile from your ~700 messages and mix it into the prompt - this is cheaper, more controlled, and without unnecessary magic.

There are 2 important questions:
> Have you already checked that Telegram Business in your scenario provides the necessary access specifically to chats from the folder, and not just to business dialogues through the connected bot?
> Does the JSON with conversations contain only your messages or full dialogues with responses from interlocutors?

From relevant experience:
> https://business.ingello.com/vorfahr - AI agents and dialogue automation, similar logic for managing responses
> https://business.ingello.com/fractal - agent architecture, memory, and multi-stage scenarios
> https://business.ingello.com/tts - working with AI communication and voice scenarios

The main page of Ingello for the exchange - https://systems-fl.ingello.com/ua

To start, I need bot tokens, a Claude key, a JSON example, a test account or a description of the business connection, as well as a list of words and topics that the bot should consider sensitive. Well, yes, it’s better not to skimp on design here - a penny wise is a pound foolish, and a bot acting on behalf of a person can sometimes pay with reputation. Expand

Budget: 27000 UAH Deadline: 40 days

Hello! I am interested in the task "Development of a personal AI bot for automating messaging in Telegram." I have experience with API integrations, data exchange, parsers, webhooks, and process automation. I can carefully connect the necessary services, handle errors/retries, and create a solution that will work reliably after launch. There are some limitations in implementation, but I can suggest alternative solutions.

Budget: 14000 UAH Deadline: 10 days

It's clear that this is not 4000 hryvnias, but it's quite feasible to do. I have already completed dozens of similar projects. Feel free to reach out.

Budget: 27000 UAH Deadline: 15 days

Hello. I have extensive experience in developing Telegram bots. I am ready for collaboration.

Budget: 20000 UAH Deadline: 30 days

I will write a backend bot in Python 3.12 with integration of the Anthropic Claude API and integrate it with your self-account via the Telegram Business API for working with folders and style imitation.

Is it taken into account that the standard Telegram Business Connection API currently does not return user folder identifiers, so to filter chats by folders, it will be necessary to connect a full client on MTProto (for example, Pyrogram)?

Budget: 4000 UAH Deadline: 3 days

Hello.

I develop bots for Telegram using NodeJS. I am ready to take on the project. Write to me, and we will discuss.

Budget: 4000 UAH Deadline: 7 days

Hello, I worked on a chatbot for automating customer support with AI integration that handled 500+ inquiries daily and reduced response time by 75%.

I’m curious how you plan to set up the recognition of "sensitive topics" - through keywords or semantic context analysis?

I suggest we get in touch; I will provide you with free technical consultation and we can create a development plan + I will tell you about my team! ✨

Budget: 27000 UAH Deadline: 21 days

We can take this on, but 4000 UAH does not cover the actual scope here.
The benchmark for the first working version is from 85000 UAH and 3 weeks.

We already have an almost ready base for such an AI assistant for messengers, which can be quickly adapted for Telegram Business, memory for dialogues, delays, spending limits, and a separate managing bot.

Essentially, I would do this as a managed system, not just a script that mindlessly responds to everyone. =)

> Chat verification through a folder and manual commands /start /stop
> Memory for each interlocutor in SQLite
> Separate rules for finances, meetings, personal data, and complex topics
> Queue of delayed responses with night mode 01:00-09:00 Kyiv
> Breaking long responses into several short messages
> Spending limits for Claude API and action log
> Instructions for launching, updating, stopping, and editing the prompt style

!!Important nuance!! - I would recommend implementing a safety mode where the bot does not improvise on risky topics but pauses the dialogue and writes to you. This will reduce the chance of unpleasant responses, blocks, or situations where the machine decided to be too witty.

I would like to clarify 2 points to more accurately calculate the final version.

> Is the Telegram Business API already verified on your account specifically for this scenario, or will we need to separately test the availability of the required events and folders?
> Should the bot respond fully automatically in allowed chats, or is a pre-approval mode needed for some responses?

Similar cases from Ingello
> https://business.ingello.com/vorfahr - AI automation with agent logic and scenario management
> https://business.ingello.com/fractal - architecture of the AI system with processes, memory, and complex behavior
> https://business.ingello.com/tts - working with speech scenarios, voice, and communication automation

Main landing page for Freelancehunt
> https://systems-fl.ingello.com/ua

In touch, we can discuss the details here on the marketplace and quickly determine the first stage - for example, a prototype with 2-3 test chats, so we don't shoot a cannon at sparrows, although no, here a cannon is indeed needed, just with a safety catch. Expand

Budget: 4000 UAH Deadline: 2 days

I am implementing a self-bot through Telegram Business (it will work precisely by folders and taking into account the schedule/delays). I will set up integration with Claude models or cheaper ones, a prompt for style imitation based on your JSON, response breakdown, and filtering of sensitive/complex topics with notifications to your admin bot. I will also create a second bot with commands (/summary, /note, etc.) and context preservation in SQLite.

I have experience with asynchronous Python, the Anthropic API, and deployment on Railway. I am ready to discuss the details.

Budget: 5000 UAH Deadline: 3 days

Good day!
The project is interesting and technically complex: Telegram Business automation, style personalization, separate memory for interlocutors, sensitive topic control, and human-in-the-loop logic.
We can assist with the design and implementation of such a system in Python using the Claude API and SQLite.

Here’s how we envision the architecture:
— Telegram Business integration for working with designated chats
— access logic only to chats in a specific folder
— separate memory for each interlocutor
— language detection for Russian / English
— style prompt based on your JSON conversations
— classification of sensitive topics: finance, personal data, meetings, complex situations
— pause mode and notifications to you in suspicious cases
— natural response delays
— night mode based on Kyiv time
— splitting long responses into several short messages
— a second service bot with commands /summary, /note, /stop, /start, /status
— API spending limits and event logging
It is also important to set up security correctly: the bot should not respond in sensitive situations without your control, should not send photos, and all non-standard scenarios should switch to pause mode with a notification to you.
The stack is Python 3.12 + python-telegram-bot + Claude Sonnet API + SQLite + Railway / a similar solution is suitable for MVP. After clarifying the technical limitations of the Telegram Business API, we can finalize the architecture and implementation roadmap.
We are ready to discuss the working logic, memory structure, JSON conversation format, and security rules before development. Expand

Budget: 8000 UAH Deadline: 14 days

Good day!

The task is clear — it is a complex system with Telegram Business integration, LLM logic, memory, and behavioral rules. I can implement such a project turn-key.

Budget: 5000 UAH Deadline: 8 days

Hello
Write to discuss the details, we can have a call to discuss everything.

Budget: 4000 UAH Deadline: 1 day

Hello!

We are dZENcode – a full-cycle digital solutions development company: from design and programming to integrations and post-release support. We take on projects from scratch and also engage in the improvement of existing solutions.

We can create a personal Telegram bot for this task.

Are you considering involving an external team for such implementation? What scenarios need to be addressed first?

You can find detailed information about our services and rates on our website: Freelancehunt
Take a look – after that, we can discuss the details and agree on the next steps.

⚠️ After clarifying all the details, we will determine the scope, the suitable format of cooperation: task-based, outsourcing, or outstaffing, and the final cost.

Why projects with us are guaranteed to reach release:
💎 10+ years providing IT services;
🔥 90+ in-house specialists;
🚀 250+ public reviews since 2015;
⚙️ We support the product under SLA after launch;
✅ We work under NDA and a contract with the company! Expand

Budget: 15000 UAH Deadline: 7 days

Hello! We are a team of developers with 4 years of experience in AI solutions, data processing, and turnkey bot development. Your specifications for Telegram Business have been thoroughly analyzed: we fully understand how to train Claude 3.5 Sonnet to replicate your tone of voice based on message history and correctly handle complex scenarios. We will take on the complete cycle: we will set up night mode, the logic for transferring the dialogue to a human during financial triggers, secure encryption of API tokens, and deployment of the project on the Railway server. Since we are a team, you will receive a thoroughly tested product that mimics a real person without glitches and errors. Let's move to private messages and finalize the first steps of setting up the system!

Budget: 4500 UAH Deadline: 7 days

Hello, Diana!

The technical specification is very detailed, it's nice to see such an approach. I have extensive experience in developing Telegram bots in Python with LLM integration (I work with various neural network APIs and understand the logic of prompt engineering).

The project is interesting, and I am ready to implement it according to your tech stack (Python 3.12, PTB, SQLite, Claude Sonnet).

Here’s how I see the implementation of key points:

Telegram Business: I will connect the bot through Business Connection so that it can "listen" to your private chats from certain folders.

Memory and context (SQLite): For each interlocutor, we will store the message history in the database so that Claude does not lose the thread of the conversation. I will add a limit on the length of the context to avoid "burning" your API balance on old messages.

Delay and "sleep" logic: I will implement asynchronous tasks that will check the current time (in Kyiv). If a message arrives at night (01:00 - 09:00), it will go into a queue, and the bot will respond after 09:00 with a random delay.

Safety filters: I will set up a trigger system for sensitive topics (finances, meetings). If a regular expression or Claude detects such a topic — the bot will say "Let's discuss this later" and immediately send you a notification in your admin bot.

I have experience deploying bots on cloud servers, so I can easily set up Railway (or another equivalent) and write a detailed instruction for you.

I am ready to start working. Can we discuss the details (for example, the format of your JSON files for training) in private messages? Expand

Budget: 4000 UAH Deadline: 5 days

Good day! 👋

We will fully implement this functionality. We have experience with Telegram Business API, Claude API, and similar architecture.

What will be done:
— bot on python-telegram-bot + Anthropic Claude Sonnet
— communication style based on your JSON conversations
— memory for each interlocutor separately (SQLite)
— folders, delays, night mode, message splitting
— logic for sensitive topics + notifications to you
— second control bot with all commands (/summary, /note, /stop, /start, /status)
— voice through built-in transcription
— deployment on cloud server + documentation

Details in private 🤝 Expand

Budget: 4000 UAH Deadline: 14 days

Good day
Implementation timeline: 10-14 days.
How we proceed in stages:
Stage 1 (1-2 days) — basic bot structure, connecting Telegram Business, setting up folders.
Stage 2 (2-3 days) — integration of Claude API, training on your JSON conversations, setting up communication style.
Stage 3 (2-3 days) — memory for interlocutors, response delays, night mode, message splitting.
Stage 4 (2-3 days) — control bot with commands /summary /note /stop /start /status, logic for sensitive topics, notifications.
Stage 5 (1-2 days) — deployment on Railway, testing, documentation, instructions.
After each stage, I will show the result for verification. Payment in parts — 50% upfront, 50% after delivery.

Budget: 12000 UAH Deadline: 8 days

Hello. Cool project, I already have experience in developing a similar overlay for your account. Basically, there’s nothing complicated here. But there are nuances. Message me privately, and we will agree and resolve the issues regarding the budget and deadlines.

Best regards

Budget: 4000 UAH Deadline: 1 day

Good day
I have such a bot in my portfolio. I attached an example.
Write to me.

Budget: 15000 UAH Deadline: 7 days

Hello! This is a very interesting task, and it is 100% my profile.

I have deep practical experience in developing autonomous AI agents for Telegram (including Telegram Business) that not only produce template texts but truly replicate the owner's Tone of Voice.

I have already implemented a similar architecture in projects, so I fully understand how to set up:

- Isolated memory for each interlocutor.
- Natural behavior: random response delays, "sleep" mode, and breaking long thoughts into several short messages.
- Security system: recognition of sensitive topics (finances, personal data) with gentle redirection of the dialogue to you and instant notification in the admin bot.

Considering that the bot will handle your personal conversations, are you considering deploying the system on your own secure server (self-hosted) instead of the cloud Railway? This will provide a 100% guarantee that your sensitive data will remain exclusively within your perimeter. Expand

Budget: 16500 UAH Deadline: 12 days

Hello, Diana! The project is very interesting, and the logic of the AI assistant is well thought out in detail. I have experience in developing intelligent Telegram assistants, so I understand perfectly how to implement such a system. I am ready to build it for you in Python using the Claude API, but I must immediately warn you about an important technical point.
The standard Telegram Business API cannot read user folders — the bot simply does not know where the chat is located. To fully meet your requirement (working only with chats from a specific folder and stopping when removed from it), I will write a custom solution based on MTProto (using the Pyrogram or Telethon library). With this approach, the bot will see your account exactly as you see it, allowing for flexible dialogue management.
How I will implement other tasks:
Imitating your style:
We will clean your message archive and turn it into a system prompt for Claude Sonnet. The model will copy your response style, sentence length, and punctuation. The prompt will be placed in a separate file so you can easily edit it yourself.
Natural pauses and "sleep":
The bot will calculate the volume of text, make random pauses for reading and reflection from 5 minutes to several hours, and break long thoughts into a couple of messages. We will also set a sleep mode from 01:00 to 09:00 Kyiv time.
Security and conversation interception:
I will set triggers for sensitive topics (finances, personal data, meetings). When they arise, the bot will gently steer the conversation to "let's discuss later" and immediately send a notification to your second admin bot so you can join the chat.
Admin bot and context:
To maintain memory for each interlocutor, we will connect an SQLite database. Through the second bot, you will be able to fully control the process: see statistics, turn AI on or off for a specific chat, and ask Claude to provide a brief summary of the conversation using the /summary command.
Timeline and Budget:
Due to the limitations of the standard API, the task falls into the category of developing a custom AI client. The actual cost of such a stable turnkey system is 16,500 UAH. This includes full testing, writing instructions, and deployment on the Railway server.
In terms of timing, this will take about 10-12 working days.
Let's connect in private messaging, discuss the details, and create a truly intelligent assistant! Expand

Budget: 15000 UAH Deadline: 10 days

Technically feasible, but there are important limitations of the Telegram Business API that need to be considered. Telegram Business bot-imitator with Claude API - technically feasible, but there are important limitations of the Telegram Business API that need to be considered.

Architecture:
*python-telegram-bot for working with Telegram Business
*Claude API (Sonnet) for generating responses in your style
*SQLite for storing conversation history + context for each interlocutor
*APScheduler for response delays and night mode
*Railway for deployment

Style training:
*700 JSON messages → prompt system for Claude with examples of your communication style
*Claude remembers context through conversation history in SQLite

Important points:
*Telegram Business API has rate limits - need to consider rate limits
*Voice/video: Telegram API provides transcription only if it already exists, if not - the bot skips or notifies you
*Delays of 5 minutes - 3 hours randomly may look suspicious to interlocutors if you usually respond faster

Questions:
*Is access to the Telegram Business API already available or does it need to be set up?
*How many active chats will approximately be in the folder at the same time? Expand

Budget: 15000 UAH Deadline: 1 day

Hello! I am an experienced developer, capable of creating bots of any complexity, ranking TOP-4 in the "Bot Development" category. I also develop websites and API documentation in Python, where I rank TOP-2 as well.

Regarding your project, I have some clarifying questions that will affect the assessment of your task and help understand what you want. Please write to me to clarify all the details!

You can check my skills in my resume 👉 Freelancehunt
My works are also published in my portfolio 👉 Freelancehunt

💻 I am also the CEO of a team consisting of a FrontEnd developer and a BackEnd developer! So if necessary, our team of 3 can organize a turnkey development for you!

I look forward to your response, thank you.

Budget: 4000 UAH Deadline: 5 days

Hello!

I am implementing through Telegram Business API + python-telegram-bot. This approach — not a userbot, but the official Business webhook — is the only correct one for your task.

Claude Sonnet + JSON style instructions + time constraints (01:00–09:00) + a delay of 2–3 minutes — everything is implemented through asyncio. SQLite for the context of 5 messages. Deployment on Railway.

Budget: 5000 UAH Deadline: 1 day

Good day. I am ready to complete this project as I have extensive experience in application development.

Budget: 4000 UAH Deadline: 7 days

Good day!
I have experience writing bots in Python and working with SQLite databases, as well as experience deploying on Railway.
I have a few questions about the project:
1. Should the bot operate through a regular Telegram account (userbot via Telethon/Pyrogram) or specifically through the Telegram Business API?
2. Am I correct in understanding that the bot should respond in your personal chats on your behalf?
3. How is the "folder" of chats defined? Is it the Telegram Folder/Filter in the Telegram client?
4. Is the JSON with conversations already prepared, or do we need to separately implement the import/processing of chat history?
5. Should the memory of interlocutors be stored locally (SQLite), or is a separate admin panel needed for viewing/editing?
6. Voice messages: is only transcription of voice to text needed, or is generation of voice responses also required?
7. Is media support (stickers, photos, GIFs) needed, or does the bot only work with text and voice?
8. For "suspicious situations" — do you have specific criteria/examples, or should this be implemented through AI context analysis?
9. Are there any limitations on API usage (budget for Claude/OpenAI) to consider for cost optimization?
10. For deployment: do you have a GitHub repository and access to Railway, or will this need to be set up from scratch? Expand

Budget: 4000 UAH Deadline: 1 day

Good day, I have experience working with Python as well as Telegram bots, I can complete everything quickly and efficiently, write to discuss the details.

Budget: 20000 UAH Deadline: 20 days

I can implement a turnkey system: from building the response logic and integrating the Claude API to deploying on the server and optimizing API costs. I pay special attention to ensuring that the bot does not appear "machine-like" — I configure natural delays, contextual memory, message splitting, reactions to sensitive topics, and style adaptation to real conversations. I work non-template-based, building a manageable system that can be scaled and modified without rewriting the core. It is also important that the project is designed with security in mind from the start: API cost control, filtering of risky situations, manual intervention in dialogues, a separate admin bot for management. Examples of similar AI integrations and automations will be provided upon request. Additionally, upon completion, you will receive not just code, but clear documentation, a launch guide, and a maintainable project structure without a "black box."

Work plan:

1. Analysis of Telegram Business logic and checking API limitations for working with personal chats.
2. Designing the architecture of the bot, memory system, roles, and scenarios for safe behavior.
3. Integration of the Claude Sonnet API and building a response generation system considering the communication style.
4. Importing and preparing JSON conversations to form personalized context.
5. Implementing memory separately for each interlocutor via SQLite.
6. Setting up filters for sensitive topics, pause triggers, and notification systems.
7. Implementing "sleep mode" logic, random delays, and message splitting.
8. Processing voice/video through Telegram transcription.
9. Creating a second admin bot with commands /summary, /note, /status, /stop, /start.
10. Setting usage limits for the API and cost control systems.
11. Deploying on Railway or a similar cloud infrastructure via Docker.
12. Complete testing of scenarios, load, and stability of operation.
13. Providing documentation and video instructions for managing the system. Expand

Budget: 5000 UAH Deadline: 3 days

Good day, Diana, I can suggest implementing the following options:
1. There are two good open solutions (on GitHub) that will be easy to adapt to your task:
1) WeClone - a more complex option, with the idea of fine-tuning a small model using Lora based on your dialogues, hypothetically - the best quality. But the problem lies in the time of implementation and the resources that will be spent on fine-tuning the model. Moreover, it requires local deployment, so a server with a GPU is necessary.
2) I think this is the best option for you - Open-Self. It has good cloning without fine-tuning, there are filters for safety and personal data, and it has a built-in ability to translate the topic of dialogue from sensitive topics, including sending directly to you. It also includes realism modules (pauses, occasional small writing errors, etc.). Here’s a quote from the bot:
"ChatGPT doesn't know your catchphrases. It doesn't know you greet your best friend with "ê" and your mom with "dạ". It doesn't know you never write "Best regards" because you never have.

OpenSelf learns from YOUR real messages — your vocabulary, humor, emoji habits, abbreviations, and tone — then runs 24/7 as your digital twin."
2. Therefore, I strongly recommend the second option and just slightly adapt it to your task (add the bot to Telegram, set it up so that the bot only processes chats in the necessary folder).
Thus, the project becomes quite simple, already tested by other users (besides, there is an option to test for realism). And with all the realism and protection from unwanted topics.
I would be happy to work with you!

Budget: 12000 UAH Deadline: 7 days

Hello, I developed a bot like this but it works with sessions, in private messages. I am interested in your project.

Budget: 4000 UAH Deadline: 2 days

Good day. I am engaged in the development of Telegram bots of various complexity, I have extensive experience in AI integration and the development of personal assistants. I can create a convenient tool for you with the necessary functionality. Write to me, we will discuss the details and I will start the development.

Budget: 10000 UAH Deadline: 7 days

Good day!

I professionally develop bots in Telegram and web applications in Python. I am ready to implement such a bot for Telegram Business with integration of Anthropic Claude API (Sonnet), dialogue memory on SQLite, and admin management + deploy it on the cloud server Railway.

Message me privately, and we will clarify the details.

Budget: 20000 UAH Deadline: 21 days

Good day.

I have experience in developing Telegram bots using Python, integrating with AI services, automation systems, and handling large volumes of messages.

I can implement:

• Auto-responses via Telegram Business
• Work only with chats from a specified folder
• Imitation of communication style based on your conversations
• Personal memory for each interlocutor
• Work with Claude Sonnet
• Control of response delays and night mode
• Processing of voice and video messages through transcription
• Detection of sensitive topics and switching the dialogue to manual processing
• A separate service bot for management, statistics, and notifications
• Deployment on Railway or another cloud server
• Documentation and support instructions

I am ready to discuss and propose the optimal implementation option. Expand

Budget: 3999 UAH Deadline: 3 days

Good day! I have direct experience working with the Prozorro API — I implemented a tender monitoring system: parsing, filtering by CPV codes, keywords, regions, and amounts, automatic notifications in Telegram. I know the specifics of the API — pagination, offsets, update processing, deduplication. I also built an analytical module: statistics on winners, competitors, customers, price reduction percentage. I have experience with AI/GPT integrations and RAG systems — this will be useful at the stage of analyzing tender documentation. Stack: Python, FastAPI, PostgreSQL, Redis, Celery, aiogram, Docker, OpenAI API. I see the architecture as modular: data collector, analytical engine, Telegram bot — so that later we can seamlessly add a dashboard, CRM, and AI.

Budget: 5000 UAH Deadline: 2 days

Good night. I have been developing Telegram bots for over 3 years. I have worked on similar projects. I will help you with the launch and provide the necessary instructions.

I have a few questions, after which I will start!

Budget: 4000 UAH Deadline: 2 days

Hello, I am ready to create such a bot for you. If it's relevant, write to me.

Budget: 4000 UAH Deadline: 7 days

Good day. I am an individual developer offering my services for the development and deployment of your Telegram Business bot based on Python 3.12 and Claude API. I have practical experience with asynchronous code, LLM integration, and cloud server administration, working officially through a sole proprietorship without intermediaries. I will independently set up the logic for folder tracking, time zones for Kyiv sleep time (01:00 - 09:00), as well as a security mechanism (prohibition on sending photos and limits on API key usage through a token counter in SQLite). I will provide clean code, detailed documentation, and instructions for managing prompts. My approach to optimizing architecture and AI solutions is presented in my portfolio at 3magency.co and https://vilors.studio/.

Budget: 21000 UAH Deadline: 10 days

Hello. Our small team has over 4 years of experience in developing complex backend platforms, integration scripts, and Telegram infrastructures. We implement a turnkey project by deploying the application on the Railway cloud in a Docker container. The work with the Telegram Business API will be set up so that the bot automatically reads the text transcriptions of voice and video messages (available through your Premium) and sends them to Claude as plain text. We will extract the prompt with a description of your communication style into a separate configuration file so that you can edit and improve it yourself in the future. You can familiarize yourself with our technical expertise at the following links: freshagro.com.ua, farfieworldwide.com, rivnekolo.com.

Budget: 10000 UAH Deadline: 5 days

Good day. My colleague and I specialize in developing intelligent AI agents, automating business processes in Python, and securely integrating the Anthropic API. The self-bot project requires precise modeling of long-term memory (memory of each interlocutor), which we implement in SQLite in the form of session history of dialogues with periodic summarization of context to fit within Claude's token limits. We implement the division of long responses into 2-3 short messages using a tokenizer on the backend. The second service bot for managing commands (/summary, /note, /stop) will be connected to the same SQLite database for instant status control. Examples of our approach to stable solutions: drkukharevich.rivne.ua, crave-agency.com.ua, jk-solution.com.ua.

Budget: 14000 UAH Deadline: 7 days

To implement your self-bot via Telegram Business, my partner (a Python engineer and system administrator) and I propose to build an asynchronous architecture based on python-telegram-bot and SQLite. We will implement the style imitation logic using a system prompt for Claude Sonnet, where we will integrate Few-Shot expectations based on the analysis of your JSON dump of conversations (~700 messages). The functionality of folders, night sleep mode, and randomized delays (through asynchronous tasks like asyncio.sleep or the APScheduler) will operate in isolation for each chat. Sensitive topics will be checked through a preliminary light Guardrail prompt before generating the main response. Our experience in automation and artificial intelligence integration includes: hyperfi.tech, espressolab.com.ua, hudi.com.ua.

Budget: 4000 UAH Deadline: 7 days

The folder logic of Telegram Business is not a standard Bot API; we need to see how exactly Telegram Business issues these events. Have you already checked if the Business account pushes a webhook when moving a chat between folders?

I implemented a similar scheme: two bots in a pair, one for clients, the other for the admin panel. Memory on SQLite with separate contexts for each interlocutor, random delays, night mode. 400+ active dialogues, the bot has been live for a month without restarts. Claude Sonnet is well-suited for style imitation, but 700 messages is the minimum; we will have to play around with few-shot in the prompt.

What is your deadline? And have you already tested the Business webhook for folder changes? Without this, the entire architecture may change.

Budget: 4000 UAH Deadline: 1 day

Hello. A Telegram AI bot that simulates your style based on JSON conversations, has memory for each dialogue, response delays, night mode, filtering of sensitive topics, an admin bot with commands /summary /note /stop /start /status, Claude Sonnet API, SQLite, and deployment on Railway/VPS. To get started, JSON conversations, tokens, and Claude API key are needed.

Budget: 4000 UAH Deadline: 13 days

Hello! My name is Volodymyr, I am a developer engineer and the founder of the Vaysed agency. Your task of creating an autonomous Telegram bot to simulate communication via the Telegram Business API is an extremely interesting challenge that fully matches my technical profile. I have extensive experience in developing with python-telegram-bot and integrating advanced language models, so the architecture of your project with a Python stack, a local SQLite database, and Anthropic Claude Sonnet will be implemented as reliably as possible. To ensure natural communication, I will create a special prompting module that will analyze your message archive, extract specific speech patterns in both languages, and learn to automatically break down generated long texts. This module will also process embedded transcriptions of voice messages, responding to them as text, and will strictly block attempts to send photos.

The most important part is simulating a live person and safely routing complex topics. I will develop a custom task scheduler that will generate natural randomized pauses before sending responses and will put the script into sleep mode at night. To protect privacy, I will implement a semantic analysis system: if Claude detects an attempt to discuss finances or personal meetings, it will automatically apply an evasion script and send a notification to your second control bot. This management interface will become your command center for stopping the script, requesting dialogue summaries, adding facts to memory, and tracking statistics.

My agency regularly solves similar tasks related to automation and AI integration. I successfully implemented deep work with user states, long-term memory of neural networks, and dialogue routing in the large-scale educational project RESTART 2026. I have refined the fault-tolerant operation of task schedulers that strictly adhere to schedules and silence modes in the architecture of the Lumos system. Creating user-friendly management bots for administering other services has been perfectly tuned in the Prudbay Clothes Support ecosystem. I will prepare clean documented code for you, deploy it on the chosen cloud service, and provide instructions for self-editing the style prompt. You can evaluate my systematic approach in more detail on the official website https://vaysed.me/. Message me privately so we can agree on the details of token transfer and start creating your digital twin.

Budget: 8000 UAH Deadline: 10 days

Good day, I am a Python developer with extensive experience in developing Telegram bots of various complexities. I can complete your order quickly and efficiently. Please write to discuss the details; I am ready to start today. I will also upload your bot to the server for stable operation 24/7 and will provide technical support for the bot for another month. This is included in the cost.

I have significant experience in developing AI agents.

Budget: 4000 UAH Deadline: 3 days

Hello! I have reviewed your project and am ready to start working. I am confident that I can meet all your expectations.

Budget: 4000 UAH Deadline: 10 days

You will receive a bot that sounds like you — the style is formed from your 700 real messages through prompt engineering on Claude Sonnet, not template responses.

I built LLM agents on the Claude API with per-contact memory, escalation logic, and handling of sensitive topics — exactly what is needed here. Telegram Business, filter folders, random delays of 5 minutes to 3 hours, night mode from 01:00 to 09:00 Kyiv time, splitting into 2-3 short messages, auto language detection — all implemented with a separate layer of logic on top of python-telegram-bot.

An admin bot with /summary, /note, /stop, /start, /status, notifications for suspicious situations and sensitive topics, limits on Claude API, SQLite memory with contact separation, voice processing through built-in transcription, deployment on Railway with documentation and instructions for self-editing the prompt.

Write to me — we will discuss the details and get started.