Artificial Intelligence & IoT

TalkFreely

TalkFreely is an innovative project aiming to provide a natural language-based interface for controlling various devices and receiving assistance with everyday tasks. The project was created to meet the diverse needs of users across different domains and applications.

GPT-3.5
ESP8266
Relays
Python
Natural Language Processing
TalkFreely

Overview

TalkFreely is an innovative project aiming to provide a natural language-based interface for controlling various devices and receiving assistance with everyday tasks. The project was created to meet the diverse needs of users across different domains and applications.

Background and Motivation

We previously explored voice control possibilities for devices and creating the most user-friendly interface. We always viewed it as a limitation that systems primarily worked with specific text or speech meeting certain criteria. Later, tools incorporating AI solutions appeared (e.g., we studied Amazon Alexa's AI modules).

When OpenAI introduced its language models, the idea was born that we could somehow give it another capability: device control. Thus, the idea of TalkFreely was born.

The idea for TalkFreely stemmed from a desire to make devices convenient for the technology user and adaptable to various speech contexts. We realized that despite the abundance of devices and applications on the market, there is still a gap in intuitive communication between users and their devices.

Key Features

Some of the key features of the project include:

  1. Multilingual Support: TalkFreely uses the googletrans package to automatically detect and translate user inputs in various languages, expanding its accessibility and applicability.
  2. OpenAI API Integration: Using the OpenAI API and gpt-3.5-turbo model, TalkFreely is capable of understanding user commands, controlling devices, and providing assistance with general responses.
  3. Modular Design: The project is divided into two main modules: natural language processing (implemented in Python) and device control (using ESP8266). These modules communicate via WiFi connection.
  4. Personalization and Scalability: TalkFreely is designed with compatibility for various devices in mind, making it applicable to different sectors ranging from home automation to agriculture.

Future Development

We have several key plans that we wish to incorporate into the system:

  • Expanded Hardware Compatibility: Support for a wider range of devices to meet diverse user needs.
  • Voice Command Integration: A more convenient option for interacting with the system.
  • Complex Configurations and Actions via Natural Language: Ability to automatically configure more complex commands and parameters using natural language.
  • Improved Security Measures: Implementing additional features for device control security and user data privacy protection.

Pursuing these development plans, we aim to create a more powerful and versatile tool that can serve users in various fields.

Challenge

We have always considered it a drawback that systems mainly work with specific texts or speech meeting certain criteria.

Solution

Using the OpenAI API and gpt-3.5-turbo model, TalkFreely understands user commands and controls devices. The project is divided into two modules: natural language processing (Python) and device control (ESP8266).

Results

  • Multilingual support (googletrans)
  • OpenAI API (gpt-3.5-turbo) integration
  • Modular design (Python + ESP8266)
  • Personalization and scalability

Technologies Used

GPT-3.5
Large language model for natural language understanding and command interpretation
ESP8266
Microcontroller platform for relay control and hardware interfacing
Relay Control
4 relays controlled through digital outputs based on AI-interpreted commands
Natural Language Processing
Processing user input to extract intent and parameters for device control

Key Highlights

The idea of TalkFreely arose from the desire to make devices user-friendly and adaptable to different speech contexts for the technology user.

Student Creator

Narek Saroyan

Presented At: DigiCode 2023

Year: 2023

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