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Chatbots
A chatbot is a computer program that simulates and processes human conversations. They follow a set of pre-designed rules to mimic real-life interactions and answer questions. More advanced chatbots use artificial intelligence and ‘Natural Language Processing, a type of machine learning algorithm, to understand human language better and can analyze these interactions at a near-human level. They are mainly used by companies to provide quick and easy customer support.
What are Tech Kit Modules?
Tech Kits are part of the walk-in service provided by Innovate Labs. If you have no prior experience, start with Beginner. If you have some experience, explore Intermediate kits, and move on to Advanced when you’re ready.
Beginner
Building a Custom Chatbot
Length: 30 MinutesDescription:Discover how Generative Question and Answer (GQA) technology is used to power chatbots. In this activity, students use Python and LangChain to build a beginner-friendly chatbot that reads from a text file, processes information, and answers user questions using a language model and similarity search techniques.
Intermediate
Building a Personal Chatbot with Mistral AI
Length: 45 MinutesDescription: Explore how Generative Question and Answer (GQA) technology is used to build interactive chatbots. In this activity, students use Python and Mistral AI through a HuggingFace API to create a personal chatbot that runs locally, responds to user input in real time, and can be customized through prompt design and model parameters.
IoT Applications
Internet of Things (IoT) applications refer to internet-connected devices that can collect, share, and analyze data in real time. These devices interact with each other and with users to improve efficiency, convenience, and decision-making. IoT applications are designed to automate tasks, monitor environments, and provide insights that help individuals and organizations operate more effectively. It is widely used in everyday life and across industries smart thermostats, security cameras, and voice assistants allow users to control lighting, temperature, and security remotely.
What are Tech Kit Modules?
Tech Kits are part of the walk-in service provided by Innovate Labs. If you have no prior experience, start with Beginner. If you have some experience, explore Intermediate kits, and move on to Advanced when you’re ready.
Beginner
Interacting with Lab Alexa
Length: 30 Minutes Description: Students will be introduced to the practical applications of digital assistants, voice activated software devices that can engage in conversations with users to assist them in every day. They will explore simple commands, program a digital assistant, and learn how human intervention can enable technology to better assist humans.Intermediate
Implementing Gemini AI into your Digital Assistant
Length: 45 Minutes Description:Learn how artificial intelligence powers modern digital assistants by building an interactive AI-driven experience. Students will connect Google Gemini with a digital assistant via an application programming interface (API) key, a set of rules that determine how an application requests data from another. This way, they can customize their own digital assistant by integrating API and AI connections into an Alexa Developer Console. Building a foundational understanding of AI concepts in actively building intelligent systems used in today's models.Advanced Project
More Information Coming Soon
What Are Advanced Tech Kit Modules?
The Advanced level combines concepts from both Beginner and Intermediate Tech Kits into a more integrated, hands-on experience. Participants will apply foundational skills alongside more complex tools and workflows to complete a comprehensive project. This level is designed for those who are comfortable with the basics and ready to connect multiple concepts to build more advanced, real-world solutions.
Advanced
More Information Coming Soon
Length: 60 MinutesDescription: More Information Coming Soon.
Click Here for Advanced Tech Kit →
Resources
Python 3.5
Type: Programming Language
Description: Python is an interpreted high-level programming language for general-purpose programming. Version 3.5 is a part of the many new versions that continuously are being put out.
Google Colab
Type: Development Environment
Description: Google Colab is a code development environment that runs in the browser using Google Cloud and utilizes cloud computing.
Snatchbot
Type: Development Environment
Description: Snatchbot is a free-to-use platform that offers the ability to build chatbots. It is your typical drag-and-drop software and is a good way to introduce yourself to building chatbots.