Marvin

Marvin is a powerful library for integrating AI into software development. It introduces AI Models and AI Functions as new concepts to leverage the capabilities of Large Language Models (LLMs). With Marvin, you can create AI models that process unstructured data and generate type-safe outputs, while AI functions allow you to perform tasks like entity extraction, sentiment analysis, and categorization without writing complex code.

Use Cases

• ⚙️ Create AI Models to derive structured information from unstructured text data.
• 🪄 Write AI Functions to process structured data without source code or generate high-quality synthetic data.
• 🤖 Build bots with personalities and specific instructions to solve complex problems.
• 🖥️ Chat with bots using a fully-featured TUI (Text User Interface).
• 🔌 Enhance bots with new abilities using plugins.
• 📚 Store knowledge accessible to bots for better decision-making.
• 📡 Available as a Python API, interactive CLI, or FastAPI server.

Features

• ⚙️ Create AI Models to make data models that can derive structured information from unstructured text data.
• 🪄 Write AI Functions to process structured data without source code or generate high-quality synthetic data.
• 🤖 Build bots that have personalities and follow instructions.
• 🖥️ Chat with bots in a fully-featured TUI.
• 🔌 Give your bots new abilities with plugins.
• 📚 Store knowledge that bots can access and use.
• 📡 Available as a Python API, interactive CLI, or FastAPI server.