AI assistant for Telegram bot

Budget: 25000 UAH Deadline: 12 days

Arthur, hello!

The task looks realistic. Besides the AI agent, I suggest connecting an ML model that will train on data and continuously improve its performance on specific requests/scenarios.

Although the basic OpenAPI (chatGPT) will be sufficient here.

Shall we write to each other and discuss the project details? I would be happy to consult you on technical issues.

I have my own development: a framework (engine) for Telegram bots. Therefore, I can implement the bot and the integration with AI quite quickly.

I guarantee support for a month after the project completion and the quality of the work itself. Expand

Budget: 25000 UAH Deadline: 7 days

Hello!

I develop bots for Telegram using NodeJS. I have experience with AI integration. Write to me, and we will discuss.

Budget: 23750 UAH Deadline: 7 days

Hello! I have practical experience in developing Telegram bots in Python (aiogram) with the integration of AI models (OpenAI/Claude) for automating technical support.

🛠 How I will do it:
1. I will develop the bot in Python and set up the AI assistant with your prepared scripts and response database via API.
2. I will implement context transfer triggers and connect with a live manager for complex questions or changes in rhetoric.
3. I will deploy the bot on a VPS server, set up auto-restart, prepare documentation, and provide 1 month of technical support.

🎥 Portfolio: Freelancehunt

I would be happy to discuss the project details in private messages!

Budget: 23750 UAH Deadline: 7 days

Good day, I have over 5 years of experience in development, having worked extensively with Telegram bots and AI integrations for support automation.

I created my own product Throngwatch, a SaaS analytics tool for Discord communities; there I implemented AI reports and connected several LLMs for various tasks.

I will work on your case using Node.js: an OpenAI assistant for basic responses, quick switching to a manager, automated deployment, and instructions for remote work. I have attached an example of my work, please take a look.

I will complete the basic version of the Telegram bot within a week; the first month of support is included in the rate. I will provide the exact cost after a few clarifications or in private messages.

What key topics should the AI assistant cover? Is there a ready list, or is it being formed along the way?

I look forward to your message in private! Expand

Budget: 25000 UAH Deadline: 9 days

AI support in Telegram is based on knowledge and a clear trigger for transferring to a manager—otherwise, the bot either responds off-topic or loses leads. Here’s what I will do: 1) I will gather your scripts and typical Q&A into a structured knowledge base for AI (OpenAI/Claude) with a system prompt; 2) I will add a confidence level for responses—if the question is outside the script, the dialogue will automatically switch to the manager with the conversation history; 3) I will upload the bot to the server, set up stable launch and logging; 4) I will provide one month of support and adjustments. I have experience with Python, Telegram bots, and automation—I specifically integrated a Telegram bot for leads into a consulting service: https://freelancehunt.com/showcase/work/acg-premialnyiy-lending-dlya-konsaltingovogo/2047922.html. What channels of inquiries should the bot handle, and is there already a key to the AI API?

Price: 25000 UAH
Deadline: 9 days

Budget: 25000 UAH Deadline: 14 days

Hello, Arthur!

This is exactly my profile: Python, Telegram bots, OpenAI/LLM, webhook/API, PostgreSQL, Docker, and server deployment. I implement not just a "chat with a prompt," but a managed first line of support:

• a database of approved scripts and responses + semantic search/RAG;
• confidence control of the response, so AI doesn't make things up;
• detection of changes in rhetoric, negativity, and non-standard requests;
• seamless handover to the manager along with the history and a brief summary of the dialogue;
• logging, analytics of handover reasons, protection against repeats and errors;
• admin settings for scripts without rewriting the bot;
• deployment, monitoring, backup, instructions, and a month of support.

I have 4 years of experience in Python/full-stack development, creating Telegram bots, CRM systems, and AI integrations for business processes. I can connect today: first, I will quickly outline the structure of the scripts, the current bot stack, and the handover channel to the manager, after which I will provide a transparent step-by-step plan. I will deliver the result with code, documentation, and verified scripts.

I am ready to briefly discuss the details and show relevant examples. Expand

Budget: 25000 UAH Deadline: 7 days

Hello, I recently created a similar Telegram bot with an AI assistant as the first line of support: responses based on prepared scripts, automatic switching to a manager for unusual questions, deployment on a server with remote work. Duplicating the dialogue to the manager and transferring the history when handing over to a person were part of the same project.

If you have some questions that repeat daily, it's worth creating a knowledge base from which the AI pulls responses; this reduces the manager's workload by about 30-40%.

How many inquiries per day do you expect at the start, and where does the AI get the scripts from - a ready document or does it need to be gathered from your chats?

I suggest we connect, and I will also outline the bot's logic scheme and the scenario for switching to the manager for your case.

Budget: 25000 UAH Deadline: 14 days

I will take care of the entire implementation of a Telegram bot with an AI assistant turnkey.

From you - ready scripts, typical questions and answers, as well as a brief description of the support service's work.

I will set up the AI assistant, which will respond to users according to your scenarios, identify non-standard requests, and, if necessary, automatically connect a manager.

I will also deploy the bot on a VPS, configure its operation, and prepare instructions for the managers.

I work autonomously, with minimal involvement from you in technical processes.

After the launch, I will remain in touch and provide the first month of support in case of technical problems or the need to adjust the assistant's working scenarios.

If you're interested, let me know - I will send you a video demonstrating the work of a similar bot and the admin panel. Expand

Budget: 25000 UAH Deadline: 7 days

Good day! The task is clear.

The key here is not the assistant itself, but the moment of transferring to the manager. I hold two triggers simultaneously. The first on the model's side: if it is unsure of the answer or the question goes beyond the scripts, it does not make things up but transfers the dialogue to a person. The second is based on user behavior: a sharp change in tone, repetition of the same question, mention of a return or complaint. The second one catches those cases when the assistant has formally answered correctly, but the person is no longer satisfied.

I keep the scripts and responses in a separate file so you can adjust the wording yourself, without a developer. The assistant responds strictly within the limits of your materials and does not improvise where there is no data.

The manager receives the dialogue along with the history of correspondence, so they do not ask the person everything from the beginning. After their connection, the bot in this chat goes silent until the manager returns the dialogue.

I will deploy the bot on your server with auto-restart, so it does not go down after a failure. I will provide instructions and the first month of support, as you requested.

I look forward to collaborating. Expand

Budget: 25000 UAH Deadline: 5 days

Implementation stages:
MVP (3–5 days): bot + FAQ with strict answers + "manager" team + deployment.
AI (3–7 days): RAG on scripts, prompt with a prohibition on inventing, confidence → handoff.
Operator (2–4 days): queue, history, pause/resume AI, notifications for managers.
Production: webhook, systemd/Docker, logs, database backup, instructions, monitoring.
Full cycle estimate: 2–3 weeks to working production + one month of revisions based on feedback.

To start the code, the minimum requirements are:

whether there are already FAQs/scripts (even a draft);
Python or Node;
OpenAI / Claude / another LLM;
handoff to a Telegram group or another channel.
If you send the scripts/FAQs and choose the stack — we can immediately start creating the MVP. Expand

Budget: 25000 UAH Deadline: 5 days

Hello! The task is absolutely clear, and it fully matches my profile. I have practical experience in developing Telegram bots and integrating AI assistants in Python. I propose to implement the logic using Aiogram: the bot will receive messages, pass them to the OpenAI API with a clear system prompt and your script database. If the AI understands that the question goes beyond the database or recognizes a change in the client's tone, it will automatically transfer the dialogue to a live manager. I will deploy the bot on a virtual server (VPS) for uninterrupted operation, provide detailed instructions, and ensure a month of support. I am ready to discuss the details and materials for training the bot!

Budget: 25000 UAH Deadline: 8 days

Good day.
I am ready to take your project into work.
I can create such an assistant for you.
Write to me privately, we will discuss all the details of your terms of reference and choose the best solution for you.

Budget: 24900 UAH Deadline: 12 days

Hello, Arthur

I understand the task: AI processes typical inquiries according to your scripts, and when it does not find a confirmed response, detects a change in tone or the user requests an operator — it transfers the dialogue to the manager.

Here’s how I see the implementation:
• A Telegram bot in Python with AI integration via API;
• A database of responses from scripts and FAQs that can be supplemented;
• Transfer to the manager for non-standard questions, negative feedback, repeated inquiries, or direct requests for an operator;
• A complete dialogue history and a brief summary for the manager;
• A live communication mode during which the bot does not interfere in the conversation;
• Returning the user to AI after the manager's work is completed;
• Storing dialogues and reasons for switching;
• Deployment on VPS, auto-start, logging, and recovery after failures;
• A user manual and updates to materials.

Before launch, I will check typical requests, questions outside the scripts, negative rhetoric, manager calls, context transfer, and operation after server restart.

The first month of support is included in the cost: bug fixes, stability monitoring, and adjustments to the agreed logic.

Approximately: 24,900 UAH, 10–12 working days after receiving materials. Payment for VPS and AI API is separate according to the service rates.

One clarification: are the scripts already compiled in a document or spreadsheet, or do they need to be structured from existing correspondence? Expand

Budget: 24000 UAH Deadline: 5 days

Hello!
I am implementing a Telegram bot with an AI assistant for automating the first line of support. The assistant will work based on your scripts and knowledge base, taking into account the context of the dialogue and forming responses only within the provided information.
For development, I will use Python and aiogram, storing data and the history of inquiries in PostgreSQL. I will build the AI part using the RAG approach: before responding, the assistant will find the necessary information in your materials, significantly reducing the risk of inaccurate or fabricated answers.
I will foresee automatic switching to a manager if:
- there is no relevant information in the knowledge base;
- the question goes beyond the given scenarios;
- the user's rhetoric changes or negativity arises;
- the client requests to connect a specialist;
- the AI is unsure about the correctness of the answer.
The manager will receive the history of correspondence and will be able to continue the conversation on behalf of the bot without losing context. I will also implement the saving of dialogues, statuses of inquiries, error logging, and the ability to further supplement the knowledge base with new scenarios.
I will deploy the bot on a server via Docker, set up stable remote operation, auto-start, and backup recovery. After launch, I will provide a clear management instruction and ensure support for the first month.
The result will be a ready-to-use tool that automates typical inquiries, reduces the workload on managers, and timely forwards non-standard dialogues to them. I am ready to discuss the existing scripts and start implementation. Expand

Budget: 25000 UAH Deadline: 14 days

Good day!

I can implement a Telegram bot with an AI assistant for you.

🔹 What I will do:— Build the logic for the first line of support based on AI (works according to your scripts and prepared responses)— Set up "smart" situation detection when a manager needs to be connected— Implement automatic switching to a live person (via Telegram / admin panel)— Ensure stable operation of the bot (error handling, fallback scenarios)

🔹 Technically:— Python (aiogram / FastAPI)— AI integration (considering your scenarios, not a "raw chat")— Database for storing dialogues and logic— Deployment on a server (Docker) + configuration

🔹 Additionally:— Upload and configure the bot on the server— Provide a user manual— Support for 1 month after launch

I have experience creating Telegram bots for business processes (automation, requests, support, integrations).

I am ready to discuss the details and propose the optimal architecture for your case.

Write to me — we will clarify the scenarios and start quickly. Expand

Budget: 25000 UAH Deadline: 4 days

Hello, I am in the TOP 10 freelancers on the platform, I have completed such projects before, I will do it quickly, efficiently, and at a low cost.

Budget: 24000 UAH Deadline: 12 days

Deadline - 12 days. Budget - 24000 UAH for a working AI bot, deployment, and instructions.

Arthur, in such bots, everything hinges on the moment of transfer to the manager. Not OpenAI itself, not the scripts. It is this threshold.

The assistant on node.js will work with prepared responses through a system prompt and a vector knowledge base, rather than free generation. Responses are controlled, and tokens are used efficiently. Switching to the manager combines triggers: low confidence in the response, a change in the emotional tone of the inquiry, repeating the same question a second time. Not one parameter, but their combination.

The manager receives the full context of the dialogue and a brief summary, not just a signal to take the chat. The client will not have to recount the communication from scratch. The manager's session has a timeout for waiting for a response, so the conversation does not hang.

> Bot on node.js with webhook via FastAPI or separately
> Integration of ChatGPT via OpenAI API with a script database
> Escalation logic with context transfer to the manager's chat
> Session storage in PostgreSQL for dialogue recovery
> Deployment on a server with systemd auto-restart
> Documentation and the first month of support

In fact, this is my daily work.

How many scripts are approximately ready now, and are all inquiries in Ukrainian? Expand

Budget: 25000 UAH Deadline: 10 days

Good day!
I am developing in Python.
I have enough experience with integrating AI into various projects.
I am ready to take it on, but I would like to discuss everything in more detail privately.
Feel free to write, and we will talk.

Budget: 26990 UAH Deadline: 29 days

Good day.

My name is Valentin, and I represent ACW Soft Solutions. We can take your project into work and offer not just development, but a proper approach from task analysis to the launch of the finished solution.

To avoid giving a general answer, I suggest we first briefly clarify your goals, functionality, and expectations regarding timelines. After that, we can propose a clear work plan, an approximate estimate, and the next steps.

I can also send examples of similar work in private messages and quickly discuss the details.

Portfolio: Freelancehunt

Budget: 25000 UAH Deadline: 10 days

Good day
I have already developed something similar, I will create a quality AI assistant with a knowledge base tailored to your niche that will communicate in Telegram.
Write to me.

Budget: 25000 UAH Deadline: 14 days

I need a Telegram bot where AI handles typical requests by itself, and in non-standard situations, it transfers the conversation to a live manager.

I will implement it using aiogram 3 + OpenAI Assistants API: I will upload your scripts/FAQ as a knowledge base, and the assistant will respond based on this data. If the confidence is low or the topic goes beyond the scripts, the bot will automatically notify the manager and transfer the chat with context. I will deploy it on a VPS, set up systemd + webhook, and prepare instructions with admin commands for updating scripts without a programmer.

A key risk to consider right away: the fallback logic should not loop if the manager does not respond, so I will add a timeout and a status "waiting for manager" to avoid conversation hanging.

How many scripts/FAQ scenarios do you already have ready, and is there currently any functioning bot, or are we starting from scratch?

Budget: 25000 UAH Deadline: 21 days

Good day, Arthur!

In such bots, it is difficult to connect AI — this is a one-evening job. The challenge is the moment of switching to the manager. It is he who decides whether the bot will be useful or if you will turn it off in a month.

Three things where it breaks down.

When to switch. "Change of rhetoric" is not just swearing. It’s also when a person asks the same thing for the third time, or when the question is about money or returns. I set several triggers right away: emotional tone, repeated questions, low confidence in the answer, sensitive topics from the list, and a direct request to call a person. It’s better to switch unnecessarily than to lose a client.

How to switch. The manager should receive not just a signal to "take the chat," but the entire context: what was discussed, what the bot has already answered, where it got stuck. Otherwise, the client has to repeat everything anew and gets angrier than before the bot.

How to return. While the manager is in the dialogue, the bot should remain silent — a bot that interrupts a live conversation looks worse than its absence. And it should only return when the manager has closed the dialogue themselves.

Regarding training on scripts, I will say honestly: the model does not "learn" your scripts in the literal sense. It searches for an answer in your database and conveys it in natural language. The difference is fundamental: this way, the bot does not invent prices, terms, and conditions that you did not mention. And your responses can be edited without a programmer — you update the text, and the bot immediately responds differently.

What I will do: the bot, a response database from your scripts, the logic for switching to the manager with context transfer, a panel for editing responses, and a dialogue log — so you can see where the bot is struggling and add scripts where needed.

Stack: Python. I create Telegram bots and Mini Apps, and I have work in my portfolio.

One question: are the scripts and responses already ready on your end, or do they need to be gathered from the existing correspondence of the managers? This will affect the timelines. Expand

Budget: 23750 UAH Deadline: 12 days

Hello, Arthur.

I understand the task. Please write to me privately. We have exactly this implemented in our business. It is important to create not just a Telegram bot with connected AI, but a managed first line of support that responds strictly according to prepared materials and timely hands over the conversation to a manager.

I propose the following implementation:

1. A Telegram bot in Python with AI connection via API.

2. A database of prepared scripts, responses, and communication rules. The assistant will use approved information, not invent answers on its own.

3. Automatic handover to the manager if:
• there is no suitable answer in the database;
• the user requests an operator;
• the tone of the conversation changes;
• negativity or a conflict situation arises;
• the AI is unsure about the correctness of the answer.

4. When handing over to the manager, the bot will stop automatic responses and send the manager the conversation history and a brief description of the issue.

5. The manager will be able to take over the conversation and, after it is completed, return the user back to automatic mode.

6. Saving dialogues, errors, and reasons for handing over to the manager. This will allow for later improvements to the scripts and increase the percentage of automatically processed requests.

7. Deployment on your server, setting up automatic startup and recovery after a reboot.

8. Transfer of the source code, instructions for launching, and editing materials.

9. The first month of technical support after launch is included in the cost.

I have practical experience in developing Telegram bots in Python, working with APIs, databases, storing and processing correspondence, automating processes, and server logic.

I suggest we first agree on the format of your scripts, the method of connecting the manager, and the exact criteria for handing over the conversation to a person. After that, we will finalize the functionality of the first version to avoid ambiguities during development.

Cost: 23,750 UAH.

Deadline: up to 12 days after receiving the scripts, access, and agreeing on the logic.

Expenses for VPS and using AI API are to be paid separately by the project owner according to the rates of the chosen services. Expand

Budget: 25000 UAH Deadline: 14 days

Good day. The project is interesting, especially the part about switching to a manager, as this is the most delicate moment in such bots, and it's important to make the "fallback" logic reliable to not miss the moment when the AI can no longer cope.

I have 3.5 years of commercial experience with TypeScript and NestJS, implementing integrations with various APIs and automation. A Telegram bot with an AI assistant turnkey, deployment on a server, and remote setup is a standard cycle for me. For training the assistant, I will use prepared scripts through system prompts and fine-tuning behavior, plus a mechanism for tracking response confidence to determine the moment to connect the manager.

The first month of support is included in your terms, and I am ready for this; I will also write instructions for working with the bot.

I am ready to discuss the details, clarify the stack, and draft a preliminary implementation plan.

Budget: 27000 UAH Deadline: 17 days

Hello. Implementing AI in the first line of support is a great cost optimization, but the main risk of such systems is that AI can start to "hallucinate" and come up with non-existent services or prices. We design AI assistants for businesses, focusing on complete control over their responses. I am not just going to "connect ChatGPT"; I will build a secure support architecture.

How we implement this safely and effectively:
Managed AI (Vector Knowledge Base): The assistant will not improvise. It will be strictly trained on your scripts and knowledge base. If the answer is not in the base, it will not make one up but will redirect the dialogue.
Smart Handoff: We will set up sentiment analysis of customer messages. If a person starts to get nervous (change in rhetoric), uses profanity, or asks an unusual question, the bot will immediately stop and send a notification to the manager in a separate chat with the full dialogue history.
Turnkey infrastructure: Development in Python (Aiogram 3), setup of a remote server (VPS), deployment, and cost optimization for API tokens.

What you will receive at the output:
A ready bot deployed on your server, a detailed guide for managing the knowledge base, and my personal support (SLA) during the first month of the system's operation. I suggest discussing the project in detail. Message me privately so we can assess the current scope of your scripts, and I will finalize the development plan.

Budget: 25000 UAH Deadline: 14 days

Good day!

I am interested in your project. I work with Python, Telegram bots, and API integrations. I can implement an AI assistant for first-line support, set up responses according to scenarios, automatically transfer the dialogue to a manager in complex cases, as well as deploy the solution on a server and prepare documentation.

Before starting work, I would like to clarify the requirements for the scenarios, the AI model, and the process of transferring the dialogue to the manager. After that, I will be able to propose the optimal technical solution.

I look forward to collaborating.

Budget: 25000 UAH Deadline: 18 days

Good day!

I have experience in developing Telegram bots in Python (aiogram), integrating AI through APIs, creating backend services on FastAPI, and working with Docker and Linux.

I can implement:

An AI assistant for first-line support;
Work based on prepared scenarios;
Automatic switching to a manager if the AI cannot find an answer or the user changes the topic;
Deployment on a server;
Documentation and support after launch.

Before starting, I would like to clarify:

Which AI model is planned to be used;
Whether there are already prepared response scenarios;
What hosting or server is being used.

Estimated timeframe — 14–18 days, cost — 18,000 UAH.

I look forward to collaborating! Expand

Budget: 25000 UAH Deadline: 15 days

Good afternoon!

For this task, it is rational to build a solution as a Python backend with the Telegram Bot API, a separate module for processing AI responses, and an escalation rule to the manager through a state machine. From a technical standpoint, it is important not just to "connect AI," but to separate scripted responses, classify incoming messages, and transfer the dialogue to a human, so that the logic does not depend solely on one model.

The key risk here is the quality of switching to the manager. If escalation criteria are not fixed, the bot will either transfer the dialogue too often or, conversely, miss complex cases. The second important point is the storage and management of prepared scripts: if they cannot be updated without a developer, maintaining the system will quickly become inconvenient. Therefore, it is better to immediately provide for a dialogue log, configuration of rules, and a clear server setup with backup access and error logging.

With a budget of 25,000 UAH, this is realistic for an MVP if the first release includes the bot, basic AI logic, rules for transferring to the manager, deployment on the server, and an operating manual. If a separate interface for editing scripts, analytics on dialogues, or an extended admin panel is needed, then the scope of work will be higher.

To correctly assess the scope of work, it is important for us to clarify: are the scripts and responses already prepared or do they need to be structured from scratch; will the manager connect manually or through a separate interface; and what specific triggers should initiate the escalation — based on AI confidence, keywords, timeout, or a combination of rules.

Budget: 25000 UAH Deadline: 5 days

Hello, Arthur!

I am Nina from the Valflow IT team. Our Python developer Valentin specializes in creating smart Telegram bots with LLM integration (OpenAI API / Claude) and support automation systems.

We are ready to implement a first-line AI assistant "turnkey":

1. AI Logic & Training:
• Setting up the system prompt and knowledge base (RAG / prepared scripts) tailored to your business.
• Recognizing complex/non-standard requests or negativity for automatic dialogue transfer.

2. Manager Module (Handover):
• Seamless transfer of dialogue from the bot to a live operator (notifying the manager in a separate chat/panel, stopping AI responses, transferring dialogue history).
• The ability for the manager to return the bot back into the dialogue with one button.

3. Deployment & Support:
• Server setup (VPS, Docker, systemd/PM2), secure storage of API keys.
• Instructions for managing/editing scripts + 1 month of technical support.

Examples of our projects:
https://valflow.dev/

Terms of execution:
• Cost: 25,000 UAH
• Deadline: 5 days

We are ready to review your scripts and start development! Expand

Budget: 25000 UAH Deadline: 5 days

Hello! I am ready to complete the project turnkey. I guarantee quality and promptness of work.

Feel free to write, I will be happy to collaborate!

Budget: 25000 UAH Deadline: 12 days

Shalom
Your technical assignment is well known to us. Recently, we implemented an AI assistant for one of the largest private clinics in Dnipro, where the AI fully handles the first line of support: it works based on scripts and a knowledge base, analyzes the context of the dialogue, understands user intentions, and automatically forwards requests to a manager only when truly necessary.

For your project, we will implement a similar approach: we will train the AI on your materials, configure the escalation logic without losing context, deploy the solution on the server, prepare documentation, and provide post-launch support.

We have a few more relevant AI projects that we haven't published due to NDA — we would be happy to show them in personal messages.

We can also prepare a demo specifically for your scenario, so you can see how the future AI assistant will work even before we start collaborating.

We would be glad to discuss the details and join in the implementation of your project.

Budget: 25000 UAH Deadline: 10 days

Good day.

I am implementing a Telegram bot using the Telegram Bot API + n8n or Make + OpenAI API. I will upload your scripts, FAQs, and communication rules into the knowledge base so that the assistant responds in the specified style rather than generating random phrases. If a request does not have a confident answer, the tone of the dialogue changes, or the user asks for an operator, the bot will pass the context to the manager and send them a notification. I will deploy the solution on a server, set up remote access, prepare instructions, and provide one month of support after launch.

I have a case of an AI administrator in Telegram: the assistant understands requests in plain language, performs actions according to the script, and sends confirmation to the user.

How many requests does support receive daily on average, and what topics do managers handle most often?

Budget: 25000 UAH Deadline: 14 days

I have extensive experience in developing Telegram bots in Python with the integration of AI assistants.

How the project will be implemented:

Training and limitations of AI: I will configure the system prompt and knowledge base (RAG / System Instruction) based on your scripts to ensure the bot provides accurate answers and does not generate unnecessary information.

Switching to a manager: I will implement automatic detection of unusual questions (or requests from clients). When the trigger is activated, the bot will pause, and the manager will receive a notification in the admin chat and can respond to the client directly from Telegram.

Deployment and instruction: I will set up a VPS server, deploy the bot with auto-restart in case of failures, and prepare a clear user manual for using and editing scripts.

First month of support: I will be available for prompt edits, monitoring the bot's performance, and adjusting the assistant's responses. Expand

Budget: 24500 UAH Deadline: 10 days

Good day. The main goal here is not just to connect ChatGPT to Telegram, but to create a managed first line of support: the bot responds only within your approved scripts, and for non-standard questions, low confidence, or tone changes, it immediately hands over the dialogue to a manager along with the conversation history.
I will implement the bot in Python with a knowledge base of scripts and typical responses, confidence control logic, a dialogue log, and automatic handoff to the manager. The transfer will be done without losing context, so the manager can immediately see what the client asked and what the assistant has already responded.
After development, I will deploy the system on the server, set up auto-start, logging, and error recovery. I will also provide a brief instruction and include the first month of support.
I would like to clarify one point: are the scripts and response base already compiled in a document, or do they need to be structured from your current chats first?

Budget: 25000 UAH Deadline: 7 days

I specialize in developing intelligent Telegram bots with AI assistant integration, automation systems, and live support modules. I am ready to implement a turnkey project: from setting up AI according to your scripts to deployment on the server and subsequent support.

How the system will be structured:
AI assistant based on scripts: I will configure a language model with a strict system prompt and knowledge base so that the bot responds strictly according to your rules, without "personal input" and hallucinations.

Smart escalation (Switching to a manager):
Automatic detection of changes in client rhetoric (dissatisfaction, aggression, complex non-standard questions).
A button to call a manager or triggering the "AI does not know the answer" alert.
Instant notification to the manager in a special chat with the entire chat history with the bot.

Technical part: Development in Python (aiogram), session storage in the database, packaging in Docker.
Deployment and support: Uploading the bot to your or rented VPS server, configuring stable operation 24/7, creating detailed documentation, and 1 month of full technical support and improvements. Expand

Budget: 25000 UAH Deadline: 14 days

Arthur, the task is clear: we need to automate the first line of support in Telegram and set up proper switching to a manager when the bot goes beyond the scripts. To ensure the AI works accurately according to your knowledge base, I will set up a RAG system that eliminates the bot's hallucinations and integrate a notification mechanism for the operator in the chat when non-standard requests arise. After deployment on the server, you will receive a fully autonomous solution with documentation and my support for a month to stabilize operations. What volume of the knowledge base or scripts has already been prepared for training the assistant?

Budget: 24000 UAH Deadline: 1 day

Good day, I can send you a demo and implement a Telegram bot that can do absolutely everything, from generating audio, video, and images to moderating chat, providing consultations, and answering all questions. Write to me, and I will show you a demo of my Telegram bot that I am actively using right now. Please contact me.

Budget: 25000 UAH Deadline: 15 days

You will receive a Telegram bot with an AI assistant based on Claude/OpenAI, trained on your scripts, and with automatic switching to a manager — ready to work and deployed on a server.

I have built similar systems: an LLM agent with conversation context, fallback logic, and dialogue transfer to a live operator via aiogram. This is exactly what is needed here.

Technical stack: aiogram + FastAPI, PostgreSQL for storing dialogues, Docker deployment on a Linux server. Training the assistant will be done through system prompts and few-shot examples based on your scripts. Switching to a manager for irrelevant requests or when going beyond the script.

I will provide instructions for managing the bot and the first month of support.

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

Budget: 27000 UAH Deadline: 1 day

I am gathering Telegram AI support for the first line: the bot responds only with your scripts and response database, and in case of rhetoric failure or "I don't know," it immediately calls a manager for a human dialogue.

Portfolio: https://gooru-lab.github.io/portfolio/
Similar cases: production Telegram assistant on OpenAI with tool/KB without fabricated responses, bots with roles/notifications, deployment on VPS and support.

The brief requires:
- Telegram bot + AI on prepared scripts;
- auto-responses to typical questions;
- handoff to the manager in case of non-standard situations/tone changes/no response;
- server upload, remote work, instructions;
- 1 month of support for launch issues.

Plan:
1) Collection of FAQ/scripts + escalation scheme (when exactly to call the manager)
2) Bot: dialogue, KB/scripts, detection of "out of script," alert to the manager in Telegram
3) Deployment on VPS, auto-start, logs
4) Instructions + 30 days of incident support

Estimate: 500, 2–3 weeks after access to materials and server (or I will select a VPS according to your budget separately).
Included in the price: bot, training on your scripts, handoff, deployment, instructions, one month of support.
Not included: voice/calls, integration with large CRM, multilingualism beyond agreed, server rental.

Clarification: are the scripts already in a file (FAQ/table), and will there be one chat/group for managers or several operators? Expand

Budget: 25000 UAH Deadline: 7 days

Hello, I am ready to implement an AI assistant for first-line support in a Telegram bot. I have experience with Node.js bots, n8n, and Hermes; for this task, I consider Hermes to be the most relevant option: the logic, instructions, and behavior of the assistant can later be edited through the chat in Telegram without constant code changes. I envision the implementation as follows: prepare a database of scenarios and responses, set up the AI layer for dialogue with the user, and add a fallback to a manager when there is a change in rhetoric or a lack of confident response. If a backend/API around the bot is needed, it can be done in Python FastAPI or Node.js, depending on the current architecture. I am ready to discuss the structure of the scripts, criteria for transferring to the manager, and integration with your current bot. git: github.com/onyx144

Budget: 25000 UAH Deadline: 14 days

Hello, Arthur! The main thing in such bots is an accurate prompt so that the AI doesn't come up with unnecessary information, and the transfer of dialogue to the manager without losing context. I have experience in integrating LLM and developing "human-in-the-loop" logic.

Which model (ChatGPT or Claude) do you plan to use?

Let's discuss the logic of triggers for switching to a human, and I will prepare a bot architecture diagram.

Budget: 25000 UAH Deadline: 3 days

Hello! Do you already have prepared response scripts for AI training, or do they need to be developed from scratch together with you? I will discuss the deadlines and budget more precisely in a personal message.

1. I will design the architecture of the Telegram bot with an AI assistant based on your scripts.
2. I will set up automatic switching of the dialogue to a manager for non-standard questions or in case of no response.
3. I will upload the bot to the server, configure its remote operation, provide instructions, and ensure the first month of support.

Thank you for considering my proposal. I am very interested in the opportunity to collaborate with you!

Budget: 25000 UAH Deadline: 10 days

The first line of support in Telegram relies not on a dictionary of responses, but on the switching rule: while the AI follows the script, it responds; as soon as the scenario breaks, the conversation is intercepted by a manager. This is embedded in the bot's logic so that the client is not left alone with the robot in an unusual situation. Such a scenario has already worked in an AI support bot for an online store: about 70% of inquiries were resolved automatically, while complex ones went directly to the manager in Telegram. Before starting, it is worth checking one thing: are the prepared scripts already structured for the assistant, or do they need to be compiled into a knowledge base first? Next: development, deployment on the server, and instructions.

Budget: 25000 UAH Deadline: 3 days

The task is clear: the first line of support will be based on AI that operates using prepared scripts, and when the tone of the conversation changes or when responses are lacking, a manager will take over the conversation.

I will create a bot based on GPT, trained on your scripts and responses, with logic to identify "non-standard" messages and smoothly switch to a manager while transferring the context of the dialogue. I will deploy it on a server, set up autonomous operation, and provide maintenance instructions.

I include the first month of support after launch, as specified in the terms of reference. The estimated delivery time is 3 days, and I am ready to start.

Budget: 25000 UAH Deadline: 3 days

The task is clear: the first line of support on AI, operating based on prepared scripts, with the transfer of dialogue to a manager for non-standard questions or when there is uncertainty in the response.

I will create a bot in Python, connect AI based on your scripts and response scenarios, set up the logic for recognizing changes in rhetoric and a trigger for the manager. I will deploy it on a server with remote access and provide instructions with support for the first month.

Please let me know if the scripts and response database are already prepared in some document, or if they need to be structured from scratch.

Budget: 25000 UAH Deadline: 12 days

Ready to implement an AI assistant for a Telegram bot. I will ensure automation of responses and switching to a manager. I have experience in bot development and AI integration. Let's discuss the details!

Budget: 25000 UAH Deadline: 15 days

I will implement a Telegram bot with an AI assistant (we will connect via the API you need) in Python (aiogram), integrate prepared scripts for training the bot, and set up automatic switching to a manager if necessary. I will deploy the bot on a server, providing instructions and one month of support.

Contact me, and we will discuss everything in detail, and I can start working immediately.

Portfolio: Freelancehunt
Reviews: Freelancehunt

Budget: 25000 UAH Deadline: 1 day

Hello. For the implementation of an AI assistant in a Telegram bot, I propose an architecture based on Retrieval-Augmented Generation (RAG) with a vector database for efficient processing of your scripts, complemented by prompt engineering for accurate and customized interaction. The transfer of dialogue to a manager will be implemented through the analysis of rhetoric and key user keywords, as well as in cases of low confidence in the AI's response, with a provided interface for convenient connection and conversation management. Data security and response speed optimization will be a priority at every stage of development. I have already successfully implemented similar support systems and have ready-made modules and templates for quick deployment and integration, which will significantly accelerate the project start. I suggest discussing all implementation details, final budget, and timelines in private messages.