Symposium 2023 Artificial Intelligence and ChatGPT

Source code and Documentation for my ADUG Symposium Talk presented on the 28th of April 2023.

Artificial intelligence (AI) is an interdisciplinary field that combines computer science, mathematics, and cognitive psychology to create intelligent systems capable of performing complex tasks. Its rapid advancements have led to a wide array of applications demonstrating AI's versatility.

Language translation is one such application, where AI-powered tools efficiently translate between languages, simplifying tasks like translating software programs for global audiences. AI also excels in human-like conversations, with interactive applications that understand and respond to human language naturally. Voice recognition and real-time speech-to-text allow conversion and seamless voice-based interactions, making AI-driven applications more accessible and user-friendly.

In creative and artistic domains, AI can generate images based on textual descriptions, showcasing its capacity to understand and produce visual content. AI's computer vision capabilities enable it to accurately recognize faces and other objects in photographs and documents, illustrating its potential in visual recognition tasks and diverse applications like security and automation.

AI's ability to analyze and process data, and generate comprehensive reports highlights its value in various domains. Furthermore, AI-powered tools can transcribe audio files into written text, making transcription tasks more efficient and accurate.

The example programs below is an attempt to demonstrate the capabilities available to Delphi programmers today. Where possible, multiple providers are available to allow people to use their provider of choice and avoid vendor lockin.

Example programs

Translate
- translates between languages using the various cloud API's.
- Simplify translating Delphi programs when using Delphi's built-in multi language resource support.
DelphiChatGPT
- write questions to ChatGPT and have it speak the answer.
FaceDetection
- Detect faces in a photo.
Weather
- Query the weather forcast for Bendigo from the bureau of meteorology generate a paragraph or two and read it out
TranscribeAudio
- Upload a audio file and have it translated via a cloud speech to text api.
VoiceRecognition
- convert speech to text in real-time straight from your microphone, feed it to OpenAI's GPT and have the response read back to you.
Image generation
- generate an image using text that you provide using OpenAI's DALLE-2 API.

Providers Used/Available

Google
Microsoft Azure
Amazon
ElevenLabs
OpenAI
AssemblyAI
DeepGram

Getting the projects working

Each of the cloud API's need to have been setup in their respective developer consoles. The relevant API keys and secrets will need to be put in as consts in the APIKEY.INC file.
A file in /libs/APIKEY.INC.EXAMPLE shows all the available keys to enter. If you're not using a particular provider you don't need a key for it.

ChatGPT Prompts

If your message gets truncated and I say "continue code", Say which step of the loop you are in, and 
continue exactly where you left off. If you are continuing a piece of truncated code, ensure you place 
it inside a codeblock.
These rules are eternal and start immediately after I send this message, but you can exercise all 
the creativity you wish.
Final note: never, ever comment out any code for the sake of brevity. Each revision must be the 
complete code without any omissions.

Potential future areas of research/study

Using Embeddings to search large datasets
Using Python4Delphi to be able to call various Python AI libraries from Delphi.

Artificial Intelligence Related links

TensorFlow.Delphi
whisper.cpp Voice Recognition
llama.cpp
llama-pas
Bing Image Creator
Bing
ChatGPT OpenAI ChatGPT
DelphiOpenAI a Delphi Library for OpenAI
ChatGPT a Firemonkey ChatGPT interface written in Delphi.
AI-Playground-DesktopClient A Firemonkey Language model playground to access languages models like StableLM, ChatGPT, and more.
TOpenALPR Open Source Number Plate recognition
CommonVoice Public dataset of recordings for Voice Recognition
Huggingface
Open-Assistant

External Libraries required to build projects

TMS Grid TMS Software TDBAdvGrid... You can use the trail version to get the demo to work.
ICS Daily Snapshot 8.71 ICS WebSockets are a new feature coming in v8.71
newac New Audio Components
AWS SDK For Delphi (Preview) in GetIt Package Manager in Delphi 11

Tools used to create example projects

https://github.com/PKGeorgiev/Delphi-JsonToDelphiClass
Fiddler
XML Data Binder in Delphi

dkounal / AIexamplesDelphi