Development of a Telegram userbot with personality and memory (based on Chat GPT)
700 USD Technical assignment: Intelligent Userbot with personality and memory (based on ChatGPT)
The goal of the project is to create a scalable userbot based on ChatGPT, capable of conducting personalized, emotionally realistic dialogues on behalf of multiple accounts. The bot must have a stable personality, contextual and global memory, the ability to dynamically manage behavior, and support safe operation on the server.
Main functional requirements:
1. Stable image and personality of the bot
• Each userbot must have an individual biography, interests, behavioral traits, speech style, and logic of thinking. (Scalability after testing)
• Behavior and information delivery must be consistent, without contradictions.
• Ability to set/update the legend separately for each account.
2. Memory and context
• Short-term memory: storing and using the context of the current dialogue.
• Global memory: storing key facts, reactions, and client features on a secure server.
• Ability to refer to long-term information and adapt based on interactions.
3. Working with multiple accounts and chats
• Support for working with multiple Telegram accounts or other platforms.
• Conducting multiple chats simultaneously without information overlap.
• Isolated behavior logic for each chat and account.
4. Storage and security
• Secure storage of all data: dialogues, metadata, legends, interaction history.
• Ability to scale storage and flexible data structure.
• Support for connecting proxies and anonymization mechanisms.
5. Flexible bot management
• Ability to manually set a goal or behavior scenario for the bot for a specific day.
• Changing tasks or communication style on the fly (during the dialogue).
• Integration with the operator system: transferring the dialogue to manual mode by trigger or request.
• Tools for real-time operational management.
6. Anti-spam logic and natural communication style
• The bot should avoid mechanical, repetitive phrases. Behavior should be as natural and "human" as possible.
• Built-in anti-spam system:
• Tracking frequency, repetitions, template responses.
• Ability to vary formulations, tone, and style depending on the client.
• Automatic switch to "live style" if excessive automation is detected.
• Imitation of natural pauses, reactions, logical transitions.
• Support for key triggers and behavior scenarios during suspicious activity.
7. Alert and trigger system
• Customizable list of keywords or phrases (triggers).
• When a trigger is activated — automatic notification sent to a Telegram channel (or operator bot).
• Ability to dynamically update the list of triggers and response scenarios.
8. Architecture and scalability
• Modular and flexible architecture supporting horizontal scaling.
• Ability to connect external knowledge bases, ready scripts, and logic (will be provided).
• Ability to integrate with the GPT API, as well as model updates without service disruption.
9. Additional capabilities
• Logging actions, automatic report generation.
• Support for an external interface for managing bots and monitoring dialogues.
• Ability for step-by-step implementation (MVP → full-scale).
Infrastructure requirements:
• Server with secure data storage.
• Ability to connect Telegram, Web, and other platforms.
• Use of OpenAI API (or other LLM platforms) with migration capability.
Additionally provided:
• Dialogue logic
• Ready communication scripts
• Knowledge base and frequently asked questions
• Trigger dictionary for alerts
Expected result:
• Personalized personality of each bot: biography, hobbies, habits, unique speech style
• Global and short-term memory: consistency in dialogue, without loss of context
• Scalability: support for multiple Telegram accounts and simultaneous chats
• Isolated management of each chat — separate histories, styles, and contexts
• Secure storage of all data (correspondence, profiles, metadata) on the server
• Ability to promptly set tasks and goals for the bot — for a day, scenario, or specific dialogue
• Flexible management of communication style and behavior changes during the dialogue
• Connecting an operator to the chat if necessary or upon trigger activation
• Anti-spam logic with a "human" manner of communication: without templates, repetitions, with imitation of a live style
• Trigger and alert system: keywords trigger automatic notifications in Telegram
• Ability for manual prompting and setting communication goals directly during the dialogue
• Support for proxies and IP anonymization for account security
• Flexible architecture: scalability, connection of external logic, modularity
• Integration with external knowledge bases, scripts, and client logic
• Logging actions and analytics based on dialogue results
Additional wishes for the performer
Would be a plus:
• Experience in creating Telegram userbots with support for multiple accounts
• Skills in connecting and configuring OpenAI API or similar language models
• Understanding of Telegram limitations and anti-spam mechanics (important to avoid blocks during active bot operation)
• Ability to work with the logic of "human" behavior, variable responses, and adaptive scripts
• Experience with proxies, anti-detect solutions, alert systems
Budget
• MVP: from $500 to $700 (expansion possible after successful MVP)
(depending on the proposed architecture, speed of implementation, and depth of memory/logic)
Collaboration format
• Work through GitHub: providing a repository with documented code
• Initial test launch on VPS or locally (to demonstrate functionality)
• Feedback and technical support: from 7 to 14 days after release
• If desired — phased implementation with subsequent scaling and introduction of new features
Client's review of cooperation with Vadym M.
Development of a Telegram userbot with personality and memory (based on Chat GPT)Excellent job with the assigned task. A competent and very detail-oriented specialist. I recommend!
Freelancer's review of cooperation with client
Development of a Telegram userbot with personality and memory (based on Chat GPT)A very interesting and modern project has come out, I was glad to collaborate, the client is constantly in touch, clear terms of reference.
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14 days650 USD
85 14 days650 USDGood morning 👋
I would be happy to take on the project of a Telegram Userbot with personality and memory based on ChatGPT. I have experience in creating Telegram bots, integrating with the OpenAI API, and implementing short-term and global memory in chat systems for multiple accounts simultaneously.
✅ Proposed approach and features:
Personalized personality for each bot: biography, hobbies, communication style, and thought logic.
Short-term and global memory: consistency of dialogues, ability to refer to previous interactions, and adaptation of behaviors over time.
…
Multi-account support: several Telegram accounts conducting separate chats simultaneously with isolated logic.
Security: storing data, logs, and metadata on a secure server, support for proxy and IP anonymization.
Flexible management: the operator can switch to manual mode, change communication style, set goals, and scenarios in real-time.
Anti-spam logic and natural style: imitation of "human" behavior, avoiding templates and repetitions, dynamic responses to activity.
Alert and trigger system: notifications in Telegram based on keywords or specific events.
Scalable and modular architecture: ability to connect external knowledge bases, logic, and client scripts.
Analytics and logs: reporting bot activities, monitoring interactions and statistics.
🌟 What sets me apart:
Practical experience in creating Telegram bots with multi-account support and adaptive conversational logic.
Ability to design global and short-term memory in AI bots.
Experience in integrating AI systems with secure data storage and proxy mechanisms.
Phased implementation of MVP with the possibility of later scaling and expanding features.
💰 Budget: 650 USD (MVP), with the possibility of expansion upon full implementation and advanced memory/logic.
⏱ Timeframe: 7–10 working days from granting access and test environment.
🔧 Test version: MVP launched on VPS or locally to demonstrate the bot's operation and verify functionality.
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7 days650 USD
1616 8 0 7 days650 USDHello,
I am a developer in the field of AI/ML & BOT DEV. I can complete your project. Write to me, and we will discuss.
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14 days700 USD
273 14 days700 USDGood evening!
I worked on a project very similar in logic to yours, I can implement your task without any problems.
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15 days700 USD
427 1 0 15 days700 USDHello!
I am creating AI agents and chatbots with artificial intelligence, and I am ready to work on this task.
Userbots can be trained with individual manners and scripts using OpenAI or Gemini, for example.
We will come up with an interface - an admin panel where you can control the bot's behavior, assign functions, monitor statistics, and receive reports/dashboards. We will implement memory, host everything, and secure it.
Most likely, according to the specifications, you will need monthly support for the solution - we also provide that for a fixed price.
We will write userbots on the most progressive framework - Langchain | Langraph.
Please write in direct for detailed discussion of the project, there is a lot to talk about.
Thank you!
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Winning proposal14 days700 USD
2882 26 0 Winning proposal14 days700 USDGood evening!
I worked on a project very similar in logic to yours, I can implement your task without any problems.
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