omnigenai 0.1.0

A comprehensive, zero-dependency framework for Generative AI and Agentic AI

OmniGenAI

A comprehensive, zero-dependency Python framework for Generative AI (GenAI) and Agentic AI. Covers all features: text/image/video/audio generation, multimodal processing, fine-tuning, evaluation, tool calling, memory management, RAG, multi-agent orchestration, planning, and workflow automation. Pluggable with any model (OpenAI, Anthropic, Groq, local/Ollama, custom transformers, vision models) without vendor lock-in. Resolves all common issues: heavy dependencies, complex APIs, token limits, scalability, ease of use, and performance.

Features

• Zero Dependencies: Core logic relies purely on standard Python. Bring your own LLM client.
• Complete GenAI Coverage: Text, image, video, audio generation; multimodal; fine-tuning; evaluation metrics.
• Full Agentic AI: Tool calling, memory pruning, RAG, multi-agent, planning algorithms.
• Provider Agnostic: Swap seamlessly between any models.
• Scalable and Efficient: Modular design, async support, optimized memory.
• Easy to Use: Simple APIs, extensive docs, examples for everyone.

Quick Start

import os
from omnigenai import OmniAgent, tool, OpenAIProvider
from openai import OpenAI

@tool
def get_weather(location: str) -> str:
    """Gets the current weather."""
    return f"Weather in {location}: 72°F and sunny."

client = OpenAI(api_key=os.getenv("OPENAI_API_KEY"))
provider = OpenAIProvider(client)

agent = OmniAgent(
    provider=provider,
    model="gpt-4",
    tools=[get_weather]
)

response = agent.run("What's the weather in Tokyo?")
print(response)

Installation

pip install omnigenai
# For extras: pip install omnigenai[all]

Publishing to PyPI

1. Create a PyPI account at https://pypi.org/
2. Create an API token at https://pypi.org/manage/account/token/
3. Export credentials locally:

export TWINE_USERNAME="__token__"
export TWINE_PASSWORD="<your-token-here>"

4. Build and publish:

chmod +x publish.sh
./publish.sh

Test upload first

chmod +x publish_testpypi.sh
./publish_testpypi.sh

When to bump the version

Update version in setup.py before every new release.

Documentation

See docs/ for full API reference, tutorials, and examples.

Contributing

MIT License. Contributions welcome!