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A programming language for AI agents

Project description


Agentscript

A programming language for AI agents
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Agentscript is an isomorphic programming language for AI agents, it includes both a server-side interpreter and browser-based renderer.

▶ On the server, agenscript directly interprets LMM outputs and executes actions in a streaming manner.

▶ In the browser, agentscript renders LLM outputs in a rich manner and provides live updates.

Server-side Interpreter

The server side interpreter is implemented in agentscript.rs and provides a Python interface

Install

pip install agentscript

Usage

Execute the translator tool from python

from agentscript import Interpreter
from agent_tools import Tool, action

# Create a fake translator tool
class Translator(Tool):
    """A fake translator tool"""

    @action
    def translate(self, text: str, options: Dict[str, Any]) -> str:
        return "Hola"


# Create the interpreter supplying our translator tool
interpreter = Interpreter(tools=[Translator()])

# Parse the script, find the tool, and execute it
interpreter.execute("""
We need to do translation <Invoke tool="Translator" action="translate" parameters={"text": "Hello", "options": {"from": "en", "to": "es"}} />
""")

# Show the past invocations with the results
print(interpreter.invocations())

Browser-based Renderer

Install

npm i @agentsea/agentscript

Usage

import Agentscript from "@agentsea/agentscript";

(
  <Agentscript text="I created this image for you <Image url='https://any.url' />">
)

Components

Boolean

(
  <Agentscript text="Does this work for you? <Boolean />">
)

Image

(
  <Agentscript text="I created this image for you <Image src='https://any.url' />">
)

Dialects

The above components are known as the common dialect, but you can create your own dialects as well

Roadmap

Programable LLMs

Give agentscript the ability to program an LLM. Here we load a LoRA into a PEFT compatible LLM

interpreter.execute("I need to load the weather LoRA <load lora='weather' />")

Browser components

  • Select One
  • Select Any
  • Image
  • Video
  • Plan
  • References
  • Image with bounding box
  • Action
  • Task

Develop

To test

make test

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