grami-ai 0.3.107

A dynamic and flexible AI agent framework for building intelligent, multi-modal AI agents

Grami AI Framework

Overview

Grami is a dynamic and flexible AI agent framework designed to create powerful, customizable AI agents with ease. The framework provides a comprehensive set of abstractions for building AI-powered applications across various domains.

Key Features

• Dynamic Agent Creation: Define AI agents with specific roles and capabilities
• Multi-LLM Support: Compatible with multiple Language Models (OpenAI, Gemini, Anthropic, etc.)
• Flexible Communication: Supports various communication interfaces (WebSocket, REST, Kafka)
• Extensible Memory Management: Pluggable memory providers (In-Memory, Redis, DynamoDB)
• Tool Customization: Easily add and manage tools for agent functionality
• Streaming Responses: Support for streaming token-by-token responses
• Asynchronous Design: Built with modern Python async/await paradigms

Quick Start

Installation

pip install grami-ai

Basic Usage

from grami.agent import Agent
from grami.providers import GeminiProvider
from grami.tools import CalculatorTool

async def main():
    # Create an AI agent with a specific role and tool
    math_agent = Agent(
        name="MathAssistant",
        role="Mathematical Problem Solver",
        llm_provider=GeminiProvider(api_key="your_api_key"),
        tools=[CalculatorTool()],
        initial_context=[
            {
                "role": "system", 
                "content": "You are a helpful math assistant."
            }
        ]
    )

    # Send a message and get a response
    response = await math_agent.send_message("Calculate the area of a circle with radius 5")
    print(response)

    # Stream a detailed explanation
    async for token in math_agent.stream_message("Explain circle area calculation"):
        print(token, end='', flush=True)

Supported Language Models

• Google Gemini
• OpenAI GPT
• Anthropic Claude (Coming Soon)

Tools and Extensibility

Grami supports custom tools that agents can use to enhance their capabilities:

• Calculator Tool
• Web Search Tool
• Weather Information Tool
• Custom Tool Development Support

Contributing

We welcome contributions! Please see our CONTRIBUTING.md for details on how to get started.

License

This project is licensed under the MIT License - see the LICENSE file for details.

Roadmap

• Add more LLM providers
• Enhance tool ecosystem
• Improve documentation
• Add comprehensive test suite

Contact

For questions, support, or collaboration, please open an issue on our GitHub repository.

.. image:: https://img.shields.io/badge/version-0.3.107-blue.svg :target: https://github.com/your-username/grami-ai :alt: Version