Flow-Based Programming, a way for AI and humans to develop together

• MuFlo

  1 2 7.7 Swift

  micro flow graph

Would love to see a directed Graph generated from a LLM prompt. So, instead of a NoFlo source text, a NoFlo-style graph.

Ironically, I'm writing a flow based patchbay for scalars, called "MuFlo"[1]. Kinda low level. I wonder how MuFlo and NoFlo might coexist.

[1] https://github.com/musesum/MuFlo

• alpaca.cpp

  94 9,878 9.4 C

  Discontinued Locally run an Instruction-Tuned Chat-Style LLM

Alpaca [1], perhaps. It's based on facebook's model (LLaMA) and its been trained on a conversational style, same as chat gpt. I don't know if it can produce code, though.

[1] https://github.com/antimatter15/alpaca.cpp

• InfluxDB

  www.influxdata.com featured

  Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

  

• ComfyUI

  125 33,352 9.9 Python

  The most powerful and modular stable diffusion GUI, api and backend with a graph/nodes interface.

I am very bullish on this approach. Is already showing promise with StableDiffusion (https://github.com/comfyanonymous/ComfyUI).

I have built humans in the loop feedback models before and they are always very targeted to a specific task. This approach modular and intuitive. I think the scope is too small though.

I spent the weekend starting a project to use this approach using a GPT model and FlumeJs (https://github.com/chrisjpatty/flume) but now that I see noFlo i am excited to try it

• flume

  1 1,336 4.6 TypeScript

  Extract logic from your apps with a user-friendly node editor powered by React. (by chrisjpatty)

I am very bullish on this approach. Is already showing promise with StableDiffusion (https://github.com/comfyanonymous/ComfyUI).

I have built humans in the loop feedback models before and they are always very targeted to a specific task. This approach modular and intuitive. I think the scope is too small though.

I spent the weekend starting a project to use this approach using a GPT model and FlumeJs (https://github.com/chrisjpatty/flume) but now that I see noFlo i am excited to try it

Suggest a related project