Introduction to simpleaichat
simplaichat is a Python package designed to simplify the interaction with popular AI chat applications such as ChatGPT and GPT-4. The tool emphasizes delivering robust features while keeping the code complexity to a minimum. For those looking to harness the capabilities of AI chat systems swiftly and cost-effectively, simpleaichat emerges as a powerful ally.
Key Features
- User-Friendly Chat Setup: One can establish and manage chat sessions with just a few lines of code.
- Cost and Speed Optimization: Its workflows are engineered to minimize the number of tokens used, thus reducing costs and response delays.
- Concurrent Chats: The package allows users to handle multiple independent chats simultaneously.
- Minimalistic Codebase: The design is straightforward, eliminating the need for users to dig into the codebase to understand the tool's functioning.
- Streaming and Tool Integration: Supports chat streaming responses and the integration of various tools.
- Asynchronous Support: Offers asynchronous capabilities, even for streaming and tool operations.
- Advanced Workflows: Users can create intricate and transparent workflows when necessary, including the use of Agents (demos will be available soon).
- Upcoming Features: Future updates will include support for other chat models like PaLM and Claude.
Fun and Hackable Demos
simplaichat offers numerous entertaining and innovative use cases, including but not limited to:
- Python Coding Assistant: Create a coding assistant for Python that generates results substantially faster and at a fraction of the cost.
- Inline Tips with ChatGPT: Provide on-the-go tips consistent with ChatGPT's usage guidelines.
- Conducting Multiple Chats: Leverage the async interface to engage in numerous chats concurrently.
- Tabletop RPG Campaigns: Design and manage RPG settings with advanced structured data models.
Installation Guide
Installing simpleaichat is straightforward via PyPI:
pip3 install simpleaichat
Quick, Interactive Demo
With simpleaichat, users can jump into interactive chats rapidly. After acquiring an OpenAI API key, a single line of code is sufficient to start:
from simpleaichat import AIChat
AIChat(api_key="sk-...")
This demonstration mimics the OpenAI webapp experience but entirely on your local system. Additionally, API keys can be configured via a .env file or as an environment variable for convenience.
Custom Conversations
simplaichat enables users to initiate custom chats with any entity, fictional or real, allowing for creative and tailored interactions, such as:
AIChat("GLaDOS", "Speak in the style of a Seinfeld monologue")
Moreover, users can easily kickstart these chats right from the command line for immediate AI interaction.
Building AI-Based Apps
The introduction of system prompts with newer AI models like ChatGPT allows developers to mold AI behavior comprehensively. Developers can create programmatic instances of AIChat with specified prompts or enable/disable the console for diverse application scenarios.
Functions and Advanced Use
Not all applications employ the chat feature extensively; some utilize system prompts for natural language programming. AIChat enables managing multiple chat sessions, each with distinct characteristics, by specifying unique IDs for function isolation. The tool also supports advanced features like function calling and structured input/output through schemas, paving the way for complex applications.
In conclusion, simpleaichat offers a flexible, efficient, and easy-to-use framework for developers looking to leverage the potential of AI chat interfaces, fostering both productivity and creativity.