Skip to main content

A framework for building agents that use Gemini's function calling capabilities

Project description

Gemini Agent Framework

A Python framework for building agents that use Gemini's function calling capabilities. This framework allows you to easily create agents that can break down complex tasks into sequential steps using available tools.

Installation

pip install gemini-agent-framework

Quick Start

from gemini_agent import Agent
from dotenv import load_dotenv

load_dotenv()

# Define your tools
@Agent.description("Multiplies two numbers.")
@Agent.parameters({
    'a': {'type': int, 'description': 'The first number'},
    'b': {'type': int, 'description': 'The second number'}
})
def multiply(a: int, b: int) -> int:
    return a * b

# Create an agent instance
agent = Agent(api_key="your-api-key", tools=[multiply])

# Use the agent
response = agent.prompt("Multiply 3 and 7")
print(response)  # Should output 21

Features

  • Easy tool definition using decorators
  • Automatic sequential task breakdown
  • Support for structured responses
  • Intermediate result handling
  • Error handling and recovery

Documentation

For more detailed documentation, please visit the documentation page.

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


Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

gemini_agent_framework-0.1.5.tar.gz (7.6 kB view details)

Uploaded Source

Built Distribution

If you're not sure about the file name format, learn more about wheel file names.

gemini_agent_framework-0.1.5-py3-none-any.whl (7.7 kB view details)

Uploaded Python 3

File details

Details for the file gemini_agent_framework-0.1.5.tar.gz.

File metadata

  • Download URL: gemini_agent_framework-0.1.5.tar.gz
  • Upload date:
  • Size: 7.6 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/6.1.0 CPython/3.11.9

File hashes

Hashes for gemini_agent_framework-0.1.5.tar.gz
Algorithm Hash digest
SHA256 79a2def6d0068da4370f2296c697017530e58cfbbf48847d3ddccb0b90948c9f
MD5 9a0083653807b047084c146ba677637f
BLAKE2b-256 ec631a60533969b87453fced0423b883a6397612275f94de91d3b26dd5fe74f1

See more details on using hashes here.

File details

Details for the file gemini_agent_framework-0.1.5-py3-none-any.whl.

File metadata

File hashes

Hashes for gemini_agent_framework-0.1.5-py3-none-any.whl
Algorithm Hash digest
SHA256 53029f9a254115053e119ea23a3a5a2071972d4033446c603559bc6d38046bd3
MD5 82dc56247d931dbce8f96bf9f49334d3
BLAKE2b-256 4b1a1f4a2466de98330a5680eb0ca0d1961b5b2418f650ba8e0b99765b3b8822

See more details on using hashes here.

Supported by

AWS Cloud computing and Security Sponsor Datadog Monitoring Depot Continuous Integration Fastly CDN Google Download Analytics Pingdom Monitoring Sentry Error logging StatusPage Status page