Search Results for "dataflow"

ChainForge is an open-source visual programming environment designed to help developers systematically test, compare, and evaluate prompts and outputs across multiple large language models in a structured and scalable way. Instead of relying on isolated prompt experimentation, it introduces a dataflow-based interface that allows users to create complex prompt pipelines and evaluate them across different models, parameters, and datasets simultaneously. The platform enables rapid experimentation by generating permutations of prompts and inputs, making it possible to test hundreds of variations in parallel and analyze performance trends more effectively. ...

...Action types, action creators and the reducer's action handlers are mutually assigned to each other. Repatch's purpose is to create actions briefly. The simplest way to keep the immutable action-controlled dataflow and define actions briefly is by dispatching pure functions (as reducers) to the store.

...The internals of main() are built using Reactive Programming primitives, which maximizes separation of concerns and provides a fully declarative way of organizing your code. The dataflow is plainly visible in the code, making it readable and traceable. Cycle.js apps are made of pure functions, which means you know they only take inputs and generate predictable outputs, without performing any I/O effects. The building blocks are reactive streams from libraries like xstream, RxJS or Most.js, which greatly simplify code related to events, asynchrony, and errors.