AI-Powered Telegram Trivia Bot with Automatic Question Generation

You may have experienced how much time and effort it takes to run a quiz. Preparing a database and collecting questions manually takes programmers and content creators months or possibly years worth of effort, but this has changed.

Meet the AI-Powered Telegram Trivia Bot—your new best friend for creating interactive quizzes! With the click of a button, you can create a quiz with thousands of unique questions in under 20 minutes! The bot will automatically generate quiz questions without the need for coding or complex verification processes, and it utilizes the features of the ASCN.AI no-code platform to do this!

What Makes the AI-Powered Telegram Trivia Bot Unique?

Features and Functionality of the Bot

The bot doesn't only have a set of pre-defined questions; it uses AI to generate real-time quizzes that adapt to theme, difficulty level, and answer format. The bot is capable of conducting surveys with hundreds of players simultaneously while tracking each player's score, and updating the leaderboards in real-time.

• Automatic Question Generation: Players will receive four options for each question, including one correct answer and three similar-sounding answers to confuse them.
• Player Outcome Tracking: the reaction time of each player and their accuracy will be recorded.
• Updated Leaderboard: the leaderboard is updated every five minutes.
• Easy-to-Use Commands: Commands are easy to use and include /start, /help, /stats, /leaderboard, /category and more.
• Configurable Settings: Players can specify number of questions, timer, lives, streak bonuses, and theme or difficulty settings.

Automating the Compilation of Trivia Questions

The compilation of trivia questions is an automated process that begins with a set of established and validated facts or knowledge bases, with each fact being assigned a reliability rating and a time stamp indicating when it was last updated.

The compilation of trivia questions will be done through the use of the latest artificial intelligence techniques and natural language processing models, using a wide variety of formats.

Once the trivia question has been generated, it will be verified based on criteria (the answer is unique to the game session, the answer is clear and free of ambiguity, and the level of difficulty associated with the question is appropriate).

The foundation for question generation will include architectures such as Google's BERT and OpenAI's GPT, which can generate questions from very basic and boring factual information.

The primary sources for the trivia questions will include publicly available databases, such as Wikidata, industry metrics companies such as CoinGecko and Messari and transaction archives maintained on the blockchain. All of this will be filtered and transformed into various categories and formats, including multiple-choice, numeric input and yes/no.

To create rounds of questions, the themes and complexities will be mixed. 30% will be considered easy, 50% will be medium, and 20% will be classified as difficult to maintain the interest of the users.

The Benefits of Using a Trivia Bot on Telegram

By automating the process of creating content for trivia questions, the time and resources needed to generate and format trivia questions are reduced by 30% to 40%. For example, in a manual method of creating 50 questions, the manual process can take 2-3 hours and when using the automation process to generate the same number of trivia questions using a trivia bot, the same questions will be generated and formatted within 2-3 minutes, including all required verification.

Using a trivia bot has many advantages. One of the primary advantages is that it saves a considerable amount of time and resources that can now be used to invest more resources into expansion and growth.

The automation of the process also makes the trivia bot extremely scalable. The platform is capable of accommodating anywhere from 100 to 10,000 participants simultaneously due to its design that allows each game to function autonomously and concurrently, delivering unique questions tailored to each participant.

Encouraging User Participation

The bot adjusts to user performance by increasing the level of challenge if they get over 80% of the questions correct, or decreasing it if they fall below 40%. Thus, participant retention and interest are maintained throughout play.

Additionally, participants can earn bonuses, achieve badges, and receive themed achievements based on the difficulty level they played in each round. As well, in more than 50 games played, every question asked was different, giving users an ongoing reason to return and participate. Internal statistics show that, without any outside stimulation, the average number of quizzes completed by users has dramatically increased.

Flexibility in Configuration and Scalability

The platform is easily configured to meet the needs of various users through educational training with hints, corporate employee engagement via team building, and competitive team play through cumulative scorekeeping. It also supports automatic vertical scaling across all use cases with no manual input needed. All languages supported by the platform (currently there are 12) include English and Russian, and it only takes a minute to switch from one language model to another.

How the Automatic Generation of Questions Works

Artificial Intelligence and Natural Language Processing Technology

The development of game questions is achieved through the use of GPT and BERT model training, both of which have been trained on extremely large datasets that contain encyclopedic information along with industry-specific examples. The final accuracy of the question is always greater than 90%, and after both external and internal validation processes, the average final accuracy reaches 99%, given that the quality of the distributed distractors is so high that the correct answer is always unambiguous.

Sources and Types of Data Used in Question Generation

The main sources of data used in question generation are: Regulatory documents (compliance), research papers on regulatory concepts from reputable academic journals. Secondary Source: Analytics and analysis from Messari, CoinDesk, and other similar sources verified and confirmed by 3+ distinct outlets.

Tertiary Sources: Data from Community and Social Media regarding trends noted for Quality.

Types of Data: Metrics, News, and Interviews (structured).

Supports various types of scenarios and difficulty levels. Questions are grouped by topic and level of difficulty in rounds. This means that players have to overcome challenges at different levels of readiness.

Set up and configure your Telegram Trivia Bot

Installing Your Bot Into Telegram

First, create an account on ASCN.AI NoCode, build a workflow using the "Telegram Bot: Polling" trigger, and paste in your Secret Telegram API Token. Next attach an AI agent (preferably GPT-4) to this bot to aid in generating questions from the themes and levels of difficulty created in the previous step.

Configuring the Quiz Scenarios and Rules

As a simple example, you can choose to award points for answering the question correctly; otherwise, you would show the correct answer to the user (see below under Scenarios and Rules). In the settings, you will also have the capability to define how many times to answer each question, set a timer, and define how many lives and bonuses will be allowed in that round of the game. You will choose what happens next in the game by creating a conditional logic node. You will be able to display messages using Markdown, emojis, etc. to create an attractive and engaging interface.

Using Reporting and Result Data Analysis

All game performance data is stored in Google Sheets. The collected information includes how many players answered correctly, the time used to answer, and the number of questions answered. Live metrics, including DAU, Retention, and Average Session Duration, are available in the Looker Studio real-time dashboard. This allows for a visually appealing way of viewing these metrics.

Case Studies and Examples of Use

Educational Projects & Training

A blockchain course had 200 students enrolled. Activity on the course increased by 43% after each lecture due to a 15-question quiz, the average student score increased from 62% to 81% over a month, and the churn rate decreased from 18% to 9%.

Corporate Team Building & Events

A company that is a Fintech Startup with 150 employees held a team-based quiz on the history of the company. 94% of the company participated in some way, on average, each employee completed 12 quizzes in two weeks, and 85% of the participants rated the quiz format positively.

Entertainment Channels & Communities

The CryptoQuiz Telegram channel has 18,000 subscribers and conducts a weekly quiz, offering prizes. Within three months of beginning the weekly quiz, the audience grew 67% and the level of gamified activity was four times the average audience engagement rate for the channel.

Frequently Asked Questions (FAQs)

How does the bot create the questions?
The bot generates questions by taking verified data and selecting the appropriate facts to generate the question based on the request. It then presents four possible answers - one correct and three answers that closely resemble the correct answer. Question Generation goes through 3 verification phases: Uniqueness, Correctness, and Difficulty.

Can I add my own themes/categories?
Yes! You may upload your own Custom JSON / CSV Files with the facts and settings you want for the theme/category. It is recommended to have at least 100 facts for each category/theme in order to allow the bot a good variety of question generation.

How is the quality of the questions ensured?
All questions are generated from verified sources and regular audits occur. If necessary, manual post-moderation can be turned on to ensure a minimum of 99% quality.

Security & Confidentiality Requirements
All data is stored using AES-256 encryption and transmitted via Secure TLS 1.3. The bot divides access into three roles: Admin, Moderator, and User. We comply with the requirements of GDPR and the CCPA. Any user can make a request to delete their data.

Conclusion

The AI-powered Telegram Quiz Bot makes quiz creation quick, convenient, and scalable, especially with the ability to generate questions in seconds rather than hours and the inclusion of Adaptive Difficulty and Live Leaderboards that keep players engaged.

This bot simplifies the work of methodologists and analysts for business and educational projects, enabling them to reach more users and achieve better results.

The ASCN.AI no-code interface provides the ability to create a quiz in 20 minutes with no coding required! If you're ready to engage your users with a unique training or entertainment opportunity, consider the ASCN.AI solution today!