Form2Agent AI – FM toolkit for rapid AI transformation of existing applications

Prompt Engineering

Voice Recognition

Text-to-Speech

Context-Aware Replies

Open Source AI

Chat GPT-4o

In use

Embeddings

In use

TTS-HD

In use

.NET Core

Framework

Language

TypeScript

Language

React

Front End

Microsoft SQL Server

Database

Case Summary

Form2Agent AI is a transformative voice-assisted solution designed to enhance interactions with web applications. By integrating AI technologies, it enables hands-free operation, automated form-filling, searching and filtering, significantly improving efficiency, accuracy, and user experience.

Discover more about Form2Agent AI and its capabilities by visiting: Form2Agent AI Website.

Hands-free operation

Users can interact with forms, content, search, and filters using voice commands, reducing the need for manual data entry. A hands-free experience is provided through simple voice input, with live transcription and text-to-speech features enabling interaction in a human-like manner under any conditions.

Multi-language support

Offers real-time translation and error correction in multiple languages using state-of-the-art technology to ensure the most accurate results possible by today’s standards.

Form2Agent AI for iOS

Form2Agent AI integrates seamlessly into an iOS application via WebView. Utilizing iOS Shortcuts and Siri allows the launch of specific Form2Agent AI workflows with voice commands, enabling a hands-free approach. This simplifies complex tasks with ease and precision, all within the mobile ecosystem.

Technical explanation of the main features

How does it work?

Interacting with the AI chatbot (text, voice, file upload)

Users initiate interactions with Form2Agent AI via text, voice, or by uploading files. The AI chatbot is equipped to handle various input methods, making it accessible and user-friendly.

Data processing & audio

A separate AI model transcribes user speech. After that, the AI assistant processes and extracts relevant information from text or uploaded files, Lastly, AI generates a realistic spoken response.

Automated form filling

Using the processed data AI assistant interacts with the application on users’ behalf, e.g. filling in web forms. . This automation not only speeds up the process but also ensures that the information entered is accurate and consistent.

Main challenges

Estimate the project

Voice recognition and transcription

Form2Agent AI uses advanced technologies and smart algorithms to accurately capture and convert spoken language into text. The system is designed to handle various languages, accents, and dialects, ensuring high accuracy even in challenging acoustic conditions. This capability allows users to interact with forms hands-free anywhere, enhancing accessibility and convenience.

Smart algorithms

Context-aware answers

Form2Agent AI leverages the power of Large Language Models to deliver context-aware answers. We also allow for additional customizations to further tailor the experience. The latest OpenAI ChatGPT is used by default but can be easily swapped with the LLM of your choice.

Context-aware

Avoiding GPT hallucinations

We aimed for precise and consistent form filling based on the user input. To achieve this, we relied on several prompt engineering techniques. This approach led to an improvement in form-filling accuracy.

No hallucinations

Speech synthesis/speech responses

Traditional text-to-speech (TTS) systems often produce robotic and unnatural-sounding speech, which can detract from user experience and hinder effective communication. In Form2Agent we use OpenAI TTS-HD API to achieve a balance between natural intonation, clarity, and responsiveness.

Language barriers

Form2Agent AI leverages advanced OpenAI technologies to provide robust multilingual support and accurate language translation capabilities. These models are trained on vast datasets, allowing them to handle complex linguistic nuances and context, ensuring that translations are both accurate and contextually appropriate.