A platform for building and deploying AI agents with structured skills
Project description
Airtrain
A powerful platform for building and deploying AI agents with structured skills and capabilities.
Features
- Structured Skills: Build modular AI skills with defined input/output schemas
- OpenAI Integration: Built-in support for OpenAI's GPT models with structured outputs
- Credential Management: Secure handling of API keys and credentials
- Type Safety: Full type hints and Pydantic model support
- Async Support: Both synchronous and asynchronous API implementations
Installation
pip install airtrain
Quick Start
Creating a Structured OpenAI Skill
from airtrain.core.skills import Skill
from airtrain.core.schemas import InputSchema, OutputSchema
from pydantic import BaseModel
from typing import List
# Define your response model
class PersonInfo(BaseModel):
name: str
age: int
occupation: str
skills: List[str]
# Create a skill
class OpenAIParserSkill(Skill):
def process(self, input_data):
# Implementation
return parsed_response
# Use the skill
skill = OpenAIParserSkill()
result = skill.process(input_data)
Managing Credentials
from airtrain.core.credentials import OpenAICredentials
from pathlib import Path
# Load credentials
creds = OpenAICredentials(
api_key="your-api-key",
organization_id="optional-org-id"
)
# Save to environment
creds.load_to_env()
Documentation
For detailed documentation, visit our documentation site.
Contributing
Contributions are welcome! Please feel free to submit a Pull Request.
License
This project is licensed under the MIT License - see the LICENSE file for details.
Project details
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