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Gabriel Grinberg 2023-05-01 19:54:12

Something I've been wanting to play with for a long white!

A naive integration of OpenAI into Flyde ✨

It generates a file that implements a Flyde "Code Part" based on a prompt.

Too slow and far from perfect, but hey.. it works 😄

📝 Visual Programming Tool | Visual Programming for the Modern Web

Flyde is a modern visual programming tool that fully integrates with your codebase

🎥 Kapture 2023-05-01 at 22.50.33.mp4

Gabriel Grinberg 2023-05-01 19:55:12

Next steps will be using the fine tuning API to train a custom model using the Flyde standard library, hopefully will be faster, more accurate and even cheaper

Jarno Montonen 2023-05-02 06:13:44

I think this is the way for LLMs + no/low-code tools. Using LLMs to generate code to bring in data and to output to other systems. Been planning on doing something similar and I'll be interested to hear how training the model to use your standard library goes.

Gabriel Grinberg 2023-05-02 06:17:44

Thanks for the interest @Jarno Montonen ✨ I also think (hope?) it fits the current zeitgeist - the user take care of the high-level workings, let's LLM take care of the details.

Did you plan on building a flow-based visual tool as well? or mostly focus on the LLM part?

And sure, I'll definitely share the progress 🙃

Jarno Montonen 2023-05-02 06:21:05

I'm working on a structured natural language computational notebook thingy: 💬 #two-minute-week@2023-04-25T12:36:13.149Z

[April 25th, 2023 5:36 AM] jarno.montonen: Beginnings of a computational notebook built with my natural language structure editor workbench :tm:

Gabriel Grinberg 2023-05-02 06:56:37

oh right! saw that 😄 looks super cool

Jarno Montonen 2023-05-02 07:16:33

thanks! 🙂

Nilesh Trivedi 2023-05-02 15:10:22

An interesting direction to explore would be these blocks to be deployed as durable functions (functions that retain their state even past restart of VMs).So, something like sleep(30.days) would not consume any computational resources.

Many microservices patterns are architected like these. I came across this idea here: learn.microsoft.com/en-us/azure/azure-functions/durable/durable-functions-overview?tabs=csharp-inproc

📝 Durable Functions Overview - Azure

Introduction to the Durable Functions extension for Azure Functions.

Gabriel Grinberg 2023-05-02 15:17:44

Very interesting indeed.

Like a visual temporal.io