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cross-language prompt engineering framework

Project description

Promplate

</Promplate/> = /prompt/ + <template>

Promplate is a prompting framework focusing on developing experience. However, it can also be a super-convenient SDK for simple LLM calls. Promplate progressively enhance your prompting workflow. And it values flexibility as well as perfect conventions. Learn more

IDE Support 🌹

I try to make the syntax compatible with Jinja2.

Future Features (or TODOs?)

  • (lazy) template compiling
  • support any evaluatable expression inside template like {{ [ i for i in range(n) ] }}
  • create documentation
  • javascript implementation
  • support chains and agents
  • error handling
  • template rich printing
  • implement component syntax {% Component * arg1 arg2 kwarg1=1 kwarg2=2 **kwargs %}
  • allow more corner cases for the component syntax
    • {% Componnet arg=" * " %}
    • {% Componnet arg = " * " %}
    • {% Componnet arg = await f()
  • if the outer context is a defaultdict, the context passing to component should be?
    • or maybe this should be determined by the component itself
    • because a component could be a Node and a Node can have preprocesses
  • support while loop and isolated variable declaration
  • else and elif tag
  • directory based routing
  • caching (and cache-controls maybe?)
  • implement more loaders
    • for now you can load template from local filesystem or web urls
    • but component syntax only support variables from the context
  • multi-file chat template
    • using components

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