Dependencies

Name Summary Marker
llmling A backend for pydantic-AI agents and MCP servers.
sqlmodel SQLModel, SQL databases in Python, designed for simplicity, compatibility, and robustness.
prompt_toolkit Library for building powerful interactive command lines in Python
psygnal Fast python callback/event system modeled after Qt Signals
pydantic-ai Agent Framework / shim to use Pydantic with LLMs
promptantic Generate pydantic models using prompts
pyperclip A cross-platform clipboard module for Python. (Only handles plain text for now.) extra == "clipboard"
watchfiles Simple, modern and high performance file watching and code reload in python.
pydantic Data validation using Python type hints
fieldz Utilities for providing compatibility with many dataclass-like libraries
textual Modern Text User Interface framework extra == "textual"
typer Typer, build great CLIs. Easy to code. Based on Python type hints.
gradio Python library for easily interacting with trained machine learning models extra == "ui"
python-dotenv Read key-value pairs from a .env file and set them as environment variables
toprompt Convert python objects to LLM-friendly descriptions
llmling-models Pydantic-AI models for LLMling-agent
slashed Slash commands and autocompletions
mcp Model Context Protocol SDK
litellm Library to easily interface with LLM API providers extra == "litellm"
tokonomics Calcuate costs for LLM Usage based on token count