🦜🔗🔍 Tinylang

Tinylang is a Python library that provides a unified interface for interacting with various Large Language Models (LLMs) including OpenAI's GPT, Anthropic's Claude, and Google's Gemini.

Documentation

Features

• Unified API for multiple LLM providers
• Support for OpenAI, Anthropic Claude, and Google Gemini
• Synchronous and asynchronous invocation methods
• Streaming support for real-time responses
• Chat history management
• Easy integration with existing projects

Installation

To install Tinylang, use pip:

pip install tinylang

Usage

Here's a quick example of how to use Tinylang:

from tinylang.llms import ChatOpenAI, ChatClaude, ChatGemini

# Initialize chat interfaces
openai_chat = ChatOpenAI("gpt-4o", chat_history=2)
claude_chat = ChatClaude("claude-3-opus-20240229", chat_history=2)
gemini_chat = ChatGemini("gemini-1.5-pro", chat_history=2)

# Use the chat interfaces
response = openai_chat.invoke("Hello, how are you?")
print(response)

# Streaming example
for chunk in claude_chat.stream_invoke("Tell me a joke"):
    print(chunk, end='')

# Async example
async def async_chat():
    response = await gemini_chat.ainvoke("What's the weather like today?")
    print(response)

# Run the async function
import asyncio
asyncio.run(async_chat())

API Reference

ChatOpenAI, ChatClaude, ChatGemini

These classes provide interfaces to their respective LLM providers. They share the following methods:

• invoke(prompt: str) -> str: Synchronous invocation
• ainvoke(prompt: str) -> str: Asynchronous invocation
• stream_invoke(prompt: str) -> Iterator[str]: Synchronous streaming invocation
• astream_invoke(prompt: str) -> AsyncIterable[str]: Asynchronous streaming invocation

ChatHistory

Manages the conversation history for the chat interfaces.

Configuration

Set the following environment variables for API authentication:

• OPENAI_API_KEY for OpenAI
• ANTHROPIC_API_KEY for Claude
• GOOGLE_API_KEY for Gemini

Alternatively, you can pass the API keys directly when initializing the chat interfaces.

Contributing

Contributions are welcome! Please feel free to submit a Pull Request.

License

This project is licensed under the MIT License.

More Information

For more detailed information about using Tinylang, please refer to our documentation.

To be Added

• function calling