LLM Applications from Yml Files
You build LLM applications with YAML files, that define an execution graph. Nodes can be either LLM API calls, regular function executions or other graphs themselves. Because you can nest graphs easily, building complex applications is not an issue, but at the same time you don't lose control. The YAML basically states what are the tasks that need to be done and how they connect. Other than that, you only write individual python functions to be called during the execution. No new classes and abstractions to learn.
LLM Applications from Yml Files launched on November 6, 2024 with 5 votes and more than 50% of that year's launches. The site was still online in September 2026, 1 year on.
What it does
Declarative framework to build LLM-based applications - octopus2023-inc/gensphere
Check the medium article here . GenSphere is a declarative framework to build LLM applications and an open platform to push and pull them. GenSphere is framework to build LLM applications by declaring tasks and how they connect on YAML files. That unlocks a ton of features, including: Because the YAML files are an economical description of workflow logic, which abstract away the execution code, one can use LLMs themselves to generate those files from high-level prompts. The LLM will spend their output tokens and brainpower fully on implementing the workflow logic instead of writing code. This opens the possibility of building full-fledged text-to-agents workflows. Check this colab notebook…from github.com
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