Telegram Bot. In a programming language. Not a constructor. Website. Connection website+bot.

Budget: 10000 UAH Deadline: 5 days

Mykola, I see here not just a bot, but a connection between a bot and a website with real logic: loading dialogues, AI analysis for potential falsehoods, registration, API, and statistics. I have developed web solutions on Laravel and integrations with Telegram, so I can immediately think through the architecture, data security, and a user-friendly admin panel. If you want, I can propose a step-by-step implementation plan and clarify how the dialogue verification should work.

Budget: 10000 UAH Deadline: 10 days

I will build it with code, not a constructor: the bot receives dialogues, the AI processes them for signs of deception, and the website includes registration, API, and statistics on the results. The key is how exactly we detect lies: our own model or through LLM based on your criteria? Let me know—I’ll draft a scheme.

Budget: 27000 UAH Deadline: 35 days

In terms of deadlines and price - a full-fledged bot plus a website with registration, API, statistics, and AI dialogue verification I would estimate at around 120,000 UAH and about 35 working days. A budget of 10,000 UAH is likely only suitable for short design or a prototype without a proper server part and statistics.

We can keep it simple at the start - create the first working stage with dialogue uploads, basic checks for potential risk of lying, a user cabinet, and a results log. Then we can add extended statistics, roles, tariffs, payments, and more detailed analytics.

> I will clarify 2 points
> what format of dialogue upload is needed - file, message forwarding to the bot, or connection via API
> should the AI result be just a risk assessment or is a breakdown by phrases, arguments, and probable markers needed

Similar task examples Ingello
> https://business.ingello.com/vorfahr - AI automation and decision-making logic
> https://business.ingello.com/fractal - agent architecture and complex workflows
> https://systems-fl.ingello.com - general team profile on systems, bots, cabinets, and automation

For an accurate estimate, we need examples of 2-3 dialogues, the desired verification logic, a list of user roles, and an understanding of whether sensitive correspondence will be stored. It's better to think ahead about security and AI limitations, because it's easy to build cheaply, but living with it later is already the philosophy of the morning bug report =/ Expand

Budget: 10000 UAH Deadline: 10 days

Good day, I see the task as connecting a Telegram bot and a website with a dashboard, API, and statistics. I can implement the loading of dialogues, processing through AI to detect risks/conflicts, and a user-friendly admin panel. I have 8 years in web development, so I will quickly build the architecture without a builder, focusing on stability and scalability. If you want, I can suggest an optimal stack and implementation plan.

Budget: 10000 UAH Deadline: 7 days

Hello, I worked on LoyaltyBot — a Telegram bot for business with a web panel, registration, API, and statistics. We processed over 10,000 messages per month.

I’m curious to know: which specific dialogues need to be uploaded — will they be chats from Telegram or other sources, and which AI model do you plan to use for truth analysis (GPT, Claude, or another)?

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: 10000 UAH Deadline: 1 day

Good day! I develop in Python, have worked on similar projects with React/Node.js, and am ready to collaborate.

Budget: 10000 UAH Deadline: 1 day

Hello!

The task is interesting — you upload a dialogue, the AI analyzes it for manipulations, contradictions, and suspicious patterns, and provides a detailed report. A bot + a website with a personal account, analysis history, API, and statistics.

Before naming the exact price, I want to clarify one point in private: what exactly should the AI determine — psychological manipulations and contradictions in the text, or fact-checking for accuracy? This will affect the approach to the prompt and the accuracy of the result.

I hope for cooperation!

Budget: 10000 UAH Deadline: 7 days

Good day, Nikolai!

I have experience in developing Telegram bots in Python, as well as websites with the described functionality. To provide a more accurate assessment of the timelines and costs, I need to review a detailed description of the desired outcome. Examples of my work: Freelancehunt

I look forward to collaborating!

Budget: 10000 UAH Deadline: 7 days

Hello. I am interested in your project. I have experience in creating both websites and Telegram bots / mini apps. After discussing the project details in private messages, I can start working on it. The deadlines depend on the project details.

Budget: 9900 UAH Deadline: 1 day

Hello! I have over 3 years of experience in developing and creating AI solutions, ready to take on the project turnkey.

Feel free to write - we will discuss the details and adjust everything to fit the project budget.

Budget: 10000 UAH Deadline: 5 days

Hello, I have experience in bot development.
Feel free to message me privately.
I will be happy to help you!

Budget: 10000 UAH Deadline: 7 days

Hello! I have experience in creating Telegram bots using aiogram with API integration and automatic data processing. I have worked with AI for text analysis and can assist with lie detection. Could you tell me which AI you plan to use or would you like me to find a solution?

Budget: 10000 UAH Deadline: 1 day

Hello. I write bots in PHP for Telegram. I have extensive experience. I am good at understanding other people's code and custom scripts. Feel free to contact me.

Budget: 15000 UAH Deadline: 10 days

Good day! I am a FullStack developer.
I have experience in developing similar projects.
For your project, I consider the best stack to be
Back - Python, FastApi
Feel free to contact me, we can discuss it, I will do it turnkey.

Budget: 10000 UAH Deadline: 14 days

Good day. I created exactly such a system: a Telegram bot that receives messages from the chat and processes them through LLM classification (non-deterministic texts from people, not templates), as well as a web part with registration, API, and statistics (CRM on Go + React, used by an accounting firm).
Two clarifications that affect the scope of work:

How are the dialogues uploaded? The bot does not have access to others' conversations — options: export chat from Telegram (JSON), forwarding messages to the bot, or adding the bot to the chat. All three options can be implemented, but they involve different work.
Regarding the "lie detection": AI does not literally determine lies — it finds signs of deception: contradictions, scam patterns, pressure, inconsistencies in facts, and provides a risk assessment with an explanation. This works reliably, and this is how I suggest building it.

I propose a phased approach: phase 1 — bot + dialogue upload + AI analysis with a report (7 days). Phase 2 — website: registration, personal account, API, statistics (after agreeing on the list of features).

Budget: 10000 UAH Deadline: 2 days

Hello, Mykola!
I have already set up similar bots, I know where there may be nuances with the integration of AI models for lie detection, and how they can be resolved.
I will provide the final price and timeline as soon as we clarify a couple of details.

Profile: Freelancehunt
Reviews: Freelancehunt

Budget: 10000 UAH Deadline: 7 days

Good day, I can do everything clearly and qualitatively for you. If you are interested, please write in private messages.

Budget: 10000 UAH Deadline: 2 days

Good day, I have extensive experience with bots and websites. I am ready to complete your order in 1-2 days. Can you provide more details?

Budget: 10000 UAH Deadline: 7 days

Get a Telegram bot + website with AI analysis of dialogues for lies — completely from scratch, without builders.

I will implement: uploading dialogues to the bot (aiogram), sending text to LLM (Claude or OpenAI) with a prompt for credibility assessment, and returning a structured result to the user. The website will be on FastAPI with registration, a personal account, API keys, and statistics — all in PostgreSQL, deployed via Docker on a Linux server.

I have direct experience with LLM agents and Telegram bots: I have built systems with prompt chains, text classification, and reporting on results. This exact stack is needed for reliable dialogue analysis for lies.

Write in the chat — we will discuss the details about the bot and the website and finalize the scope.

Budget: 10000 UAH Deadline: 2 days

Good day. The task is clear: a Telegram bot for uploading dialogues + analysis through AI for potential lies, plus a web panel with registration, API, and statistics. I will technically implement it in Python (aiogram) + PHP/Laravel for the website, and for text analysis — integration with OpenAI API or an equivalent. Please clarify: will the dialogues be uploaded via a file (JSON export from Telegram) or should the bot have direct access to the correspondence? This affects the architecture. I am ready to discuss the details and start working.

Budget: 10000 UAH Deadline: 1 day

Hello, I am ready to implement quickly and efficiently. I look forward to your message.

Budget: 10000 UAH Deadline: 7 days

Good afternoon. I will implement a Telegram bot on Node.js/TypeScript with dialogue loading and a verification module, and for the website with registration, API, and statistics, I will set up a database on Postgres. I am ready to discuss the details and start working. I would be happy to collaborate.

Budget: 10000 UAH Deadline: 3 days

Hello!
I understand that you need a Telegram bot for downloading dialogues and checking for lies using AI, plus a website with registration, API, and statistics. Message me privately - we will discuss the details!

Budget: 10000 UAH Deadline: 7 days

Mykola, hello! One detail that is easy to miss: if the dialogues are long (up to a thousand messages), putting all the text in one request to the AI won't work, as it exceeds the context window and consumes a lot of tokens, so it's better to check in parts while maintaining context between chunks. I will make it so that the bot divides the long dialogue into parts itself, and on the site, it will be compiled into one coherent report with an explanation of why these phrases look suspicious. Tell me, are the dialogues usually short or are there very long translations, and how will they get to the bot, by exporting from Telegram or by file?

Budget: 9800 UAH Deadline: 3 days

Hello, Nikolai. The idea of a lie detection is interesting, but in practice, language models like Gemini tend to hallucinate significantly by default. Simply feeding them a piece of dialogue won't work. A strict system prompt is needed for the neural network to look for actual contradictions and evasions, rather than trying to guess emotions. You are right about the constructors; it's a dead end. The bot needs to be written in pure Node.js (using grammY) and strictly on webhooks. Otherwise, the system will crash as soon as a couple of people simultaneously send long logs. The web part with a personal account, API issuance, and history is optimally built on Next.js + PostgreSQL. I currently have my own AI project PropText.online running on this stack, so the architecture has already been tested. A budget of 10,000 UAH is sufficient for a confident start and building the MVP. This includes the bot, AI integration, and a website with a dashboard. At the same time, I will design the database in such a way that in the future, billing and limits can be integrated without pain. The only nuance that needs to be discussed before starting is how exactly users upload dialogues (forwarding messages or uploading text dumps).

Budget: 10000 UAH Deadline: 7 days

Hello! This is my area — Telegram bots with AI analysis + web platform with registration, API, and statistics.

To be engineering-honest: LLM cannot "detect lies" with certainty — but it can reliably identify signs for verification: contradictions, evasion, changes in version, inconsistencies in timing, emotional markers. Therefore, I am designing the system as a tool for identifying "red flags" with explanations, rather than a "verdict" — this way it is genuinely useful and does not compromise the user.

I propose a phased approach:
Phase 1 (MVP): bot — dialogue upload → AI analysis → structured report with flags and justification.
Phase 2: web platform — registration, history, statistics, pricing.
Phase 3: public API + advanced analytics.

I work through a secure deal. Questions: what dialogues are we analyzing (correspondences, call transcripts?), who is the user (individuals / businesses / HR?), and what is the purpose of the API?

https://horizonbyte-hub.vercel.app/uk Expand

Budget: 10000 UAH Deadline: 5 days

Good day, I have 4 years of experience in website and Telegram bot development. I will connect to the API that is convenient for you, and I will do everything quickly. If you explain the technical specifications in more detail, we might agree on a lower price.

Budget: 10000 UAH Deadline: 9 days

A full-fledged AI service needs to be built here, not just a Telegram bot.

✔️ A bot for uploading dialogues.
✔️ AI analysis with report generation.
✔️ A website with registration, check history, statistics, and API.

There is one important point — AI does not determine lies 100%. It is better to analyze contradictions, changes in position, and inconsistencies in dialogue; then the result will be much more accurate and useful.

I would launch the project in stages: first the bot + AI, then the web cabinet, API, and the rest of the functionality. This way, the first working version can be obtained much faster.

If there are already examples or specifications — send them, and I will immediately say how to implement it better. Expand

Budget: 10000 UAH Deadline: 7 days

Hello!
I have experience in developing TG bots.
I want to discuss the project details and am ready to start working immediately.

Budget: 10000 UAH Deadline: 12 days

Good day! I have created Telegram bots in Python with AI logic and connections between the bot and a website with registration, API, and statistics. The most interesting part here is checking dialogues for lies: should we analyze the text of the messages through a model, or are metadata like edits and response times also important? I am ready to take this on, approximately 12 days. We can discuss the rest.

Budget: 25000 UAH Deadline: 21 days

Good day, I can implement this project without any problems - a Telegram bot on aiogram with dialogue uploads and lie detection through AI (OpenAI), plus a full website with registration, API, and statistics. I have over 5 years of experience in developing bots and turnkey web applications. The budget of 10,000 UAH for such a scope is too small - the real cost starts from 25,000-30,000 UAH depending on the details. I look forward to your message in private!

Budget: 10000 UAH Deadline: 7 days

Good day! I am ready to develop a Telegram bot in Python (not a constructor) and a related website with registration, API, and statistics.

Bot: uploading dialogues (file / forwarding / text), sending to AI (OpenAI / Claude) for analysis of contradictions and signs of unreliability, a clear report to the user. Logic and prompts are customizable, without a "magical" verdict, with the caveat that this is an assessment, not proof.

Website: registration, personal account, history of checks, advanced statistics, REST API for integrations. Connection: a single database, authorization through the website and Telegram (account linking).

Stack: Python (aiogram 3 + FastAPI), PostgreSQL, AI API, deployment on VPS. Code and access are yours.

Portfolio: https://yegor10.github.io/PortFolioWeb3/

Budget: 10000 UAH Deadline: 10 days

Hello. I am developing bots in PHP + AI, and I will add integration with the website for enhanced capabilities. We can discuss in more detail in private, feel free to write.

Budget: 10000 UAH Deadline: 1 day

Good day, there are already some templates prepared. In the company, please send a bit more detailed specifications, and we will send you the MVP within 2 hours. If everything suits you, we will discuss further; if not, thank you for your attention!

Budget: 10000 UAH Deadline: 1 day

Hello, I will do it. I have extensive experience in developing Telegram bots. Send the technical specifications in private messages.

Budget: 9999 UAH Deadline: 7 days

Good day.
I have extensive experience in developing various types of bots in Python and PHP.
Please provide a more detailed technical specification for assessing the timelines and budget compliance.

Budget: 10000 UAH Deadline: 7 days

Hello. I have extensive experience in developing Telegram bots. Can I see a more detailed description of the task?

Budget: 10000 UAH Deadline: 7 days

Good day. Interesting project. I have experience in developing similar types of bots with integration into various environments. I will make everything beautiful and of high quality. With management from the admin panel. I will be waiting for you in private messages.

Budget: 10000 UAH Deadline: 2 days

Hello! Your project sounds like a powerful and highly relevant solution for data verification analysis. Building AI algorithms for detecting hidden patterns and lies in dialogues is a complex but entirely feasible task with the right architecture design.
I have extensive experience in developing intelligent Telegram bots, high-load SaaS platforms, creating complex AI/LLM workflows, designing secure APIs, and interactive statistics dashboards. I don't just write code; I lay a solid and scalable foundation for a ready business product.
I suggest we move our communication to private messages to discuss in detail the mechanics of dialogue uploads, AI algorithms for text verification, requirements for the future website, and to outline the initial stages of development!
Best regards,
Sergey

Budget: 10000 UAH Deadline: 5 days

Good day!

I can develop such a project. I will implement a Telegram bot for uploading dialogues, analyzing messages using AI (assessing the probability of false statements), as well as a website with user registration, API, statistics, history of checks, and other necessary functions. I can start working on it right now.

Budget: 10000 UAH Deadline: 14 days

Need a connection: Telegram bot with chat upload, AI analysis for signs of deception, and a website with a personal account, API, and statistics.

Here's how I plan to build it: the bot on PHP (webhook, aiogram-like through Telegram Bot API) accepts a dialogue file or text, sends it to OpenAI GPT-4 with a prompt for detecting signs of deception, and returns a structured result. The website on PHP+MySQL: registration/JWT, personal account with a history of checks, REST API for external integrations, dashboard with statistics on requests. Architecturally important: each request to AI is logged with tokens to control expenses and avoid going into the negative as the database grows.

One risk that should be discussed in advance: GPT-4 provides a probabilistic assessment, not a fact. Is a disclaimer needed in the interface, or do you want to present the result as a "trust score" without a strict formulation of "lie/truth"?

Budget: 27000 UAH Deadline: 20 days

We already have an almost ready combination of a bot plus a website with AI analysis of dialogues; we can quickly adapt it to your scenario and discuss it right now - I'm available =)

Regarding the budget - 10,000 UAH for such a system will likely only be enough for a small prototype without a full website, API, and statistics. I would estimate a realistic first working stage at 60,000 UAH and 20 working days.

An important nuance - AI does not legally prove falsehood; it can provide a probabilistic assessment of inconsistencies, risk of manipulation, contradictions in dialogue, and explain why the system thinks so. This can be done carefully to ensure the result is useful, rather than a magical button out of the fog.

For implementation, I see a bot for uploading dialogues, server part, personal account, registration, storage of checks, roles, API, statistics, and AI decision log. In the first stage, it’s better to gather a working scenario for checks and the account, then expand analytics and pricing.

I would like to clarify two points. Dialogues will be uploaded via file, message forwarding to the bot, or through integration with an account. Is a paid subscription needed, or is closed access sufficient for your users for now?

Similar cases on AI and automation:
https://business.ingello.com/vorfahr - AI and automation in product logic
https://business.ingello.com/fractal - agent automation and complex workflows

Main page of Ingello for projects from the marketplace:
https://systems-fl.ingello.com Expand

Budget: 10000 UAH Deadline: 23 days

Good day!

I am interested in your project. In order to assess the timeline and cost, please provide a few details:

Is there a detailed technical specification?
What specific functionality should the Telegram bot have?
What features should be available on the website (registration, personal account, statistics, etc.)?
What AI is planned to be used (for example, OpenAI API), or do you need help with the selection?
What exactly do you mean by "checking for potential lies"?

After reviewing the technical specification, I will be able to propose an optimal solution and provide exact timelines and costs. Expand

Budget: 10000 UAH Deadline: 3 days

Good afternoon. There are similar projects in the portfolio, as well as completed cases. Write to me, and we will discuss the project details.

Budget: 10000 UAH Deadline: 25 days

Mykola, I see you need a comprehensive tool: a Telegram bot for analyzing dialogues for "potential lies" using AI and a full website for managing this process, statistics, and API. Essentially, this is a system for automating the verification of information in text dialogues.

I will develop a Telegram bot that will accept dialogues and send them for processing by the AI model. At the same time, we will create a web platform with registration, where you can upload data, view analysis results, statistics on them, and manage access through the API. This will give you a tool for quickly assessing the credibility of information.

Please clarify if there are already developments or preferences regarding AI models for lie analysis, or if we will be selecting solutions from scratch?

Budget: 10000 UAH Deadline: 1 day

Good day, I am ready to complete your task quickly and efficiently. I have extensive experience in creating various bots. Please write to me in private messages to discuss the details. I will be happy to help)