Dependencies

Name	Summary
llmling	A backend for pydantic-AI agents and MCP servers.
textualicious extra == "textual"	Textual widgets and integrations
traceloop-sdk extra == "traceloop"	Traceloop Software Development Kit (SDK) for Python
arize-otel extra == "arize"	Helper package for OTEL setup to send traces to Arize & Phoenix
autoevals extra == "braintrust"	Universal library for evaluating AI models
openinference-instrumentation-openai extra == "arize"	OpenInference OpenAI Instrumentation
textual extra == "textual"	Modern Text User Interface framework
bigtree	Tree Implementation and Methods for Python, integrated with list, dictionary, pandas and polars DataFrame.
arize-phoenix-otel extra == "arize"	LLM Observability
braintrust extra == "braintrust"	SDK for integrating Braintrust
openinference-instrumentation-litellm extra == "arize"	OpenInference liteLLM Instrumentation
watchfiles extra == "events"	Simple, modern and high performance file watching and code reload in python.
griffe	Signatures for entire Python programs. Extract the structure, the frame, the skeleton of your project, to generate API documentation or find breaking changes in your API.
pydantic	Data validation using Python type hints
llmling-models	Pydantic-AI models for LLMling-agent
psygnal	Fast python callback/event system modeled after Qt Signals
litellm extra == "litellm"	Library to easily interface with LLM API providers
markitdown extra == "markdown"	Utility tool for converting various files to Markdown
**<font size='3'>logfire</font>** extra == "logfire"	The best Python observability tool! 🪵🔥
sqlmodel	SQLModel, SQL databases in Python, designed for simplicity, compatibility, and robustness.
morefs	A collection of self-contained fsspec-based filesystems
toprompt	Convert python objects to LLM-friendly descriptions
tokonomics	Calcuate costs for LLM Usage based on token count
croniter extra == "events"	croniter provides iteration for datetime object with cron like format
agentops extra == "agentops"	Observability and DevTool Platform for AI Agents
mcp	Model Context Protocol SDK
arize extra == "arize"	A helper library to interact with Arize AI APIs
**<font size='3'>mem0ai</font>** extra == "mem0"	Long-term memory for AI Agents
aioimaplib extra == "events"	Python asyncio IMAP4rev1 client library
typer	Typer, build great CLIs. Easy to code. Based on Python type hints.
aiosqlite	asyncio bridge to the standard sqlite3 module
gradio extra == "ui"	Python library for easily interacting with trained machine learning models
mlflow-skinny extra == "mlflow"	MLflow is an open source platform for the complete machine learning lifecycle
pydantic-ai	Agent Framework / shim to use Pydantic with LLMs
websockets extra == "remote"	An implementation of the WebSocket Protocol (RFC 6455 & 7692)
slashed	Slash commands and autocompletions
pillow extra == "image"	Python Imaging Library (Fork)
promptantic	Generate pydantic models using prompts
langsmith extra == "langsmith"	Client library to connect to the LangSmith LLM Tracing and Evaluation Platform.
prompt_toolkit	Library for building powerful interactive command lines in Python
typing_extensions	Backported and Experimental Type Hints for Python 3.8+
python-dotenv	Read key-value pairs from a .env file and set them as environment variables
clipman extra == "clipboard"	Python3 module for working with clipboard. Created because pyperclip is discontinued.

graph LR
    classDef missing stroke-dasharray: 5
    aiosqlite["aiosqlite\n0.21.0"]
    annotated-types["annotated-types\n0.7.0"]
    anyio["anyio\n4.8.0"]
    bigtree["bigtree\n0.24.0"]
    certifi["certifi\n2025.1.31"]
    click_0["click\n8.1.8"]
    clinspector["clinspector\n0.2.0"]
    colorama["colorama\n0.4.6"]
    depkit["depkit\n0.4.2"]
    diskcache["diskcache\n5.6.3"]
    docstring-parser["docstring_parser\n0.16"]
    epregistry["epregistry\n1.2.0"]
    eval-type-backport["eval_type_backport\n0.2.2"]
    fieldz["fieldz\n0.1.0"]
    fsspec["fsspec\n2025.2.0"]
    gitdb["gitdb\n4.0.12"]
    gitpython["GitPython\n3.1.44"]
    greenlet["greenlet\n3.1.1"]
    griffe["griffe\n1.5.7"]
    h11["h11\n0.14.0"]
    httpcore["httpcore\n1.0.7"]
    httpx-sse["httpx-sse\n0.4.0"]
    httpx["httpx\n0.28.1"]
    idna["idna\n3.10"]
    iniconfig["iniconfig\n2.0.0"]
    jinja2["Jinja2\n3.1.5"]
    jinjarope["jinjarope\n0.16.0"]
    llmling-agent["llmling-agent\n0.99.5"]
    llmling-models["llmling-models\n0.7.5"]
    llmling["llmling\n1.6.11"]
    logfire-api["logfire-api\n3.5.3"]
    markdown-it-py["markdown-it-py\n3.0.0"]
    markupsafe["MarkupSafe\n2.1.5"]
    mcp["mcp\n1.2.1"]
    mdurl["mdurl\n0.1.2"]
    morefs["morefs\n0.2.2"]
    packaging["packaging\n24.2"]
    pathspec["pathspec\n0.12.1"]
    platformdirs["platformdirs\n4.3.6"]
    pluggy["pluggy\n1.5.0"]
    prompt-toolkit["prompt_toolkit\n3.0.50"]
    promptantic["promptantic\n0.5.1"]
    psygnal["psygnal\n0.12.0"]
    py2openai["py2openai\n0.9.19"]
    pydantic-ai-slim["pydantic-ai-slim\n0.0.23"]
    pydantic-ai["pydantic-ai\n0.0.23"]
    pydantic-core["pydantic_core\n2.27.2"]
    pydantic-graph["pydantic-graph\n0.0.23"]
    pydantic-settings["pydantic-settings\n2.7.1"]
    pydantic["pydantic\n2.10.6"]
    pygments["Pygments\n2.19.1"]
    pyparsing["pyparsing\n3.2.1"]
    pytest-asyncio["pytest-asyncio\n0.25.3"]
    pytest["pytest\n8.3.4"]
    python-dotenv["python-dotenv\n1.0.1"]
    pyyaml-include["pyyaml-include\n2.2"]
    pyyaml["PyYAML\n6.0.2"]
    rich["rich\n13.9.4"]
    shellingham["shellingham\n1.5.4"]
    slashed["slashed\n0.11.5"]
    smmap["smmap\n5.0.2"]
    sniffio["sniffio\n1.3.1"]
    sqlalchemy["SQLAlchemy\n2.0.38"]
    sqlmodel["sqlmodel\n0.0.22"]
    sse-starlette["sse-starlette\n2.2.1"]
    starlette["starlette\n0.45.3"]
    tokonomics["tokonomics\n0.2.6"]
    toprompt["toprompt\n0.2.3"]
    typer["typer\n0.15.1"]
    typing-extensions["typing_extensions\n4.12.2"]
    universal-pathlib["universal_pathlib\n0.2.6"]
    uvicorn["uvicorn\n0.34.0"]
    wcwidth["wcwidth\n0.2.13"]
    yamling["yamling\n1.8.1"]
    aiosqlite -- ">=4.0" --> typing-extensions
    anyio -- ">=1.1" --> sniffio
    anyio -- ">=2.8" --> idna
    anyio -- ">=4.5" --> typing-extensions
    clinspector -- "any" --> pyparsing
    epregistry -- ">=4.12.2" --> typing-extensions
    fieldz -- "any" --> typing-extensions
    gitdb -- ">=3.0.1,<6" --> smmap
    gitpython -- ">=4.0.1,<5" --> gitdb
    griffe -- ">=0.4" --> colorama
    httpcore -- ">=0.13,<0.15" --> h11
    httpcore -- "any" --> certifi
    httpx -- "==1.*" --> httpcore
    httpx -- "any" --> anyio
    httpx -- "any" --> certifi
    httpx -- "any" --> idna
    jinja2 -- ">=2.0" --> markupsafe
    jinjarope -- "any" --> fsspec
    jinjarope -- "any" --> jinja2
    jinjarope -- "any" --> universal-pathlib
    llmling -- ">=0.11.1" --> psygnal
    llmling -- ">=0.2.5" --> universal-pathlib
    llmling -- ">=0.3.5" --> depkit
    llmling -- ">=0.4.3" --> promptantic
    llmling -- ">=1.2.0" --> epregistry
    llmling -- ">=1.5.0" --> yamling
    llmling -- ">=3.1.4" --> jinja2
    llmling -- ">=4.12.2" --> typing-extensions
    llmling -- ">=4.3.6" --> platformdirs
    llmling -- "any" --> fsspec
    llmling -- "any" --> gitpython
    llmling -- "any" --> httpx
    llmling -- "any" --> pathspec
    llmling -- "any" --> py2openai
    llmling -- "any" --> pydantic
    llmling -- "any" --> typer
    llmling-agent -- ">=0.0.1" --> toprompt
    llmling-agent -- ">=0.0.22" --> sqlmodel
    llmling-agent -- ">=0.1.0" --> slashed
    llmling-agent -- ">=0.1.2" --> tokonomics
    llmling-agent -- ">=0.11.1" --> psygnal
    llmling-agent -- ">=0.15.1" --> typer
    llmling-agent -- ">=0.19.0" --> aiosqlite
    llmling-agent -- ">=0.23.1" --> bigtree
    llmling-agent -- ">=0.4.5" --> promptantic
    llmling-agent -- ">=1.0.0" --> llmling
    llmling-agent -- ">=1.0.1" --> python-dotenv
    llmling-agent -- ">=1.2.0" --> mcp
    llmling-agent -- ">=1.5.4" --> griffe
    llmling-agent -- ">=3.0.48" --> prompt-toolkit
    llmling-agent -- "any" --> llmling-models
    llmling-agent -- "any" --> morefs
    llmling-agent -- "any" --> pydantic
    llmling-agent -- "any" --> pydantic-ai
    llmling-agent -- "any" --> typing-extensions
    llmling-models -- ">=0.0.23" --> pydantic-ai-slim
    llmling-models -- ">=0.2.1" --> tokonomics
    llmling-models -- "any" --> pydantic
    markdown-it-py -- "~=0.1" --> mdurl
    mcp -- ">=0.27" --> httpx
    mcp -- ">=0.27" --> starlette
    mcp -- ">=0.30" --> uvicorn
    mcp -- ">=0.4" --> httpx-sse
    mcp -- ">=1.6.1" --> sse-starlette
    mcp -- ">=2.10.1,<3.0.0" --> pydantic
    mcp -- ">=2.6.1" --> pydantic-settings
    mcp -- ">=4.5" --> anyio
    morefs -- "any" --> fsspec
    prompt-toolkit -- "any" --> wcwidth
    promptantic -- ">=0.24.0" --> pytest-asyncio
    promptantic -- ">=3.0.48" --> prompt-toolkit
    promptantic -- "any" --> pydantic
    py2openai -- ">=0.16" --> docstring-parser
    py2openai -- "any" --> pydantic
    pydantic -- "==2.27.2" --> pydantic-core
    pydantic -- ">=0.6.0" --> annotated-types
    pydantic -- ">=4.12.2" --> typing-extensions
    pydantic-ai -- "==0.0.23" --> pydantic-ai-slim
    pydantic-ai-slim -- "==0.0.23" --> pydantic-graph
    pydantic-ai-slim -- ">=0.2.0" --> eval-type-backport
    pydantic-ai-slim -- ">=0.27" --> httpx
    pydantic-ai-slim -- ">=1.2.0" --> logfire-api
    pydantic-ai-slim -- ">=1.3.2" --> griffe
    pydantic-ai-slim -- ">=2.10" --> pydantic
    pydantic-core -- ">=4.6.0,!=4.7.0" --> typing-extensions
    pydantic-graph -- ">=0.27" --> httpx
    pydantic-graph -- ">=1.2.0" --> logfire-api
    pydantic-graph -- ">=2.10" --> pydantic
    pydantic-settings -- ">=0.21.0" --> python-dotenv
    pydantic-settings -- ">=2.7.0" --> pydantic
    pytest -- ">=1.5,<2" --> pluggy
    pytest -- "any" --> iniconfig
    pytest -- "any" --> packaging
    pytest-asyncio -- ">=8.2,<9" --> pytest
    pyyaml-include -- ">=2021.04.0" --> fsspec
    pyyaml-include -- "~=6.0" --> pyyaml
    rich -- ">=2.13.0,<3.0.0" --> pygments
    rich -- ">=2.2.0" --> markdown-it-py
    slashed -- ">=0.11.1" --> psygnal
    sqlalchemy -- "!=0.4.17" --> greenlet
    sqlalchemy -- ">=4.6.0" --> typing-extensions
    sqlmodel -- ">=1.10.13,<3.0.0" --> pydantic
    sqlmodel -- ">=2.0.14,<2.1.0" --> sqlalchemy
    sse-starlette -- ">=0.41.3" --> starlette
    sse-starlette -- ">=4.7.0" --> anyio
    starlette -- ">=3.6.2,<5" --> anyio
    tokonomics -- ">=0.27.2" --> httpx
    tokonomics -- ">=4.3.6" --> platformdirs
    tokonomics -- ">=5.6.3" --> diskcache
    toprompt -- ">=0.0.22" --> sqlmodel
    toprompt -- ">=0.1.0" --> fieldz
    toprompt -- ">=0.16.0" --> jinjarope
    toprompt -- ">=0.2.0" --> clinspector
    toprompt -- "any" --> pydantic
    typer -- ">=1.3.0" --> shellingham
    typer -- ">=10.11.0" --> rich
    typer -- ">=3.7.4.3" --> typing-extensions
    typer -- ">=8.0.0" --> click_0
    universal-pathlib -- ">=2022.1.0,!=2024.3.1" --> fsspec
    uvicorn -- ">=0.8" --> h11
    uvicorn -- ">=7.0" --> click_0
    yamling -- ">=5.1" --> pyyaml
    yamling -- "any" --> fsspec
    yamling -- "any" --> pydantic
    yamling -- "any" --> pyyaml-include
    yamling -- "any" --> universal-pathlib