logosai-forge 0.2.0

AI Agent Generation Library — Agents Building Agents

logosai-forge

AI Agent Generation Library — Agents Building Agents

12 agentic AI agents collaborate to generate, improve, and enhance agent code autonomously.

Installation

pip install logosai-forge

Quick Start

import asyncio
from logosai_forge import ForgeClient

async def main():
    forge = ForgeClient()

    # Generate a new agent
    result = await forge.create_agent(
        "Calculate BMI from weight and height",
        test_cases=[{
            "input": {"weight_kg": 70, "height_m": 1.75},
            "expected": {"bmi": 22.9, "category": "normal"}
        }]
    )
    print(result.code)

    # Fix a broken agent
    result = await forge.improve_agent(broken_code, {
        "error_type": "logic_error",
        "error_message": "Expected approved but got denied",
        "test_input": {"score": 750},
        "expected_output": {"decision": "approved"},
        "actual_output": {"decision": "denied"},
    })
    print(result.diff)

    # Add missing functions
    result = await forge.enhance_agent(
        existing_code,
        "Add multiply and divide methods"
    )
    print(result.added_functions)  # ['_multiply', '_divide']

asyncio.run(main())

Features

Method	Purpose	Example
create_agent()	Generate new agent from query	"Calculate shipping cost"
improve_agent()	Fix bugs from failure feedback	Inverted condition, wrong formula
enhance_agent()	Add missing logic/functions	"Add caching", "Add error handling"

Setup

1. API Key 설정 (필수)

FORGE는 Gemini LLM을 사용합니다. Google API Key가 필요합니다.

# 환경 변수 설정
export GOOGLE_API_KEY="your-google-api-key-here"

# 또는 .env 파일
echo 'GOOGLE_API_KEY=your-google-api-key-here' >> .env

API Key 발급: https://aistudio.google.com/apikey

2. FORGE 소스 필요

이 패키지는 클라이언트 라이브러리입니다. FORGE 코어(core/)가 로컬에 설치되어 있어야 합니다.

# forge 디렉토리 위치 지정
forge = ForgeClient(forge_root="/path/to/forge")

# 또는 forge 디렉토리 안에서 실행하면 자동 감지
forge = ForgeClient()

Requirements

• Python 3.10+
• Google API Key (GOOGLE_API_KEY 환경 변수)
• FORGE 소스 (core/ 디렉토리)
• LogosAI framework (optional, 에이전트 실행 시)