Dependencies

Name	Summary
langsmith extra == "langsmith"	Client library to connect to the LangSmith LLM Tracing and Evaluation Platform.
croniter extra == "events"	croniter provides iteration for datetime object with cron like format
upathtools	UPath utilities
clipman extra == "clipboard"	Python3 module for working with clipboard. Created because pyperclip is discontinued.
jinjarope	Jinja2 utilities, loaders & fsspec integration.
toprompt	Convert python objects to LLM-friendly descriptions
arize-phoenix-otel extra == "arize"	LLM Observability
**<font size='3'>mcpx-py</font>** extra == "mcp-run"	An mcp.run client for Python
textualicious extra == "textual"	Textual widgets and integrations
pydantic	Data validation using Python type hints
psygnal	Fast python callback/event system modeled after Qt Signals
tiktoken python_full_version < "3.14" and extra == "tiktoken"	tiktoken is a fast BPE tokeniser for use with OpenAI's models
llmling	A backend for pydantic-AI agents and MCP servers.
litellm python_full_version < "3.14" and extra == "litellm"	Library to easily interface with LLM API providers
logfire extra == "logfire"	The best Python observability tool! 🪵🔥
autoevals extra == "braintrust"	Universal library for evaluating AI models
pygit2 extra == "git"	Python bindings for libgit2.
slashed	Slash commands and autocompletions
websockets extra == "remote"	An implementation of the WebSocket Protocol (RFC 6455 & 7692)
tokonomics	Calcuate costs for LLM Usage based on token count
python-dotenv	Read key-value pairs from a .env file and set them as environment variables
braintrust extra == "braintrust"	SDK for integrating Braintrust
fastapi extra == "server"	FastAPI framework, high performance, easy to learn, fast to code, ready for production
arize-otel python_full_version < "3.14" and extra == "arize"	Helper package for OTEL setup to send traces to Arize & Phoenix
aioimaplib extra == "events"	Python asyncio IMAP4rev1 client library
schemez	Pydantic shim for config stuff
textual extra == "textual"	Modern Text User Interface framework
agentops extra == "agentops"	Observability and DevTool Platform for AI Agents
promptantic	Generate pydantic models using prompts
watchfiles extra == "events"	Simple, modern and high performance file watching and code reload in python.
bigtree	Tree Implementation and Methods for Python, integrated with list, dictionary, pandas and polars DataFrame.
pillow extra == "image"	Python Imaging Library (Fork)
**<font size='3'>mem0ai</font>** extra == "mem0"	Long-term memory for AI Agents
openinference-instrumentation-openai extra == "arize"	OpenInference OpenAI Instrumentation
uvicorn extra == "server"	The lightning-fast ASGI server.
sqlmodel	SQLModel, SQL databases in Python, designed for simplicity, compatibility, and robustness.
**<font size='3'>mcp-interviewer</font>**	A tool for analyzing and testing MCP (Model Context Protocol) servers and their tools
llmling-models	Pydantic-AI models for LLMling-agent
aiosqlite	asyncio bridge to the standard sqlite3 module
typer	Typer, build great CLIs. Easy to code. Based on Python type hints.
anyenv	Compatibility layer for some basic operations to allow painless operation in PyOdide and Python pre-releases
fastmcp	The fast, Pythonic way to build MCP servers and clients.
prompt_toolkit	Library for building powerful interactive command lines in Python
composio extra == "composio"	SDK for integrating Composio with your applications.
keyring extra == "oauth"	Store and access your passwords safely.
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.
Pygments extra == "textual"	Pygments is a syntax highlighting package written in Python.
mlflow-skinny python_full_version < "3.14" and extra == "mlflow"	MLflow is an open source platform for the complete machine learning lifecycle
pydantic-ai-slim	Agent Framework / shim to use Pydantic with LLMs, slim package
mcp	Model Context Protocol SDK

graph LR
    classDef missing stroke-dasharray: 5
    aiosqlite["aiosqlite\n0.21.0"]
    annotated-types["annotated-types\n0.7.0"]
    anyenv["anyenv\n1.0.2"]
    anyio["anyio\n4.11.0"]
    appdirs["appdirs\n1.4.4"]
    attrs["attrs\n25.4.0"]
    authlib["Authlib\n1.6.5"]
    bigtree["bigtree\n1.0.0"]
    certifi["certifi\n2025.10.5"]
    cffi["cffi\n2.0.0"]
    charset-normalizer["charset-normalizer\n3.4.3"]
    click_0["click\n8.3.0"]
    clinspector["clinspector\n1.0.0"]
    colorama["colorama\n0.4.6"]
    cryptography["cryptography\n45.0.7"]
    cyclopts["cyclopts\n3.24.0"]
    depkit["depkit\n1.0.2"]
    distro["distro\n1.9.0"]
    docstring-parser["docstring_parser\n0.17.0"]
    docutils["docutils\n0.22.2"]
    epregistry["epregistry\n2.0.2"]
    exceptiongroup["exceptiongroup\n1.3.0"]
    fastmcp["fastmcp\n2.12.4"]
    fieldz["fieldz\n0.1.3"]
    fsspec["fsspec\n2025.9.0"]
    genai-prices["genai-prices\n0.0.31"]
    greenlet["greenlet\n3.2.4"]
    griffe["griffe\n1.14.0"]
    h11["h11\n0.16.0"]
    hishel["hishel\n0.1.3"]
    httpcore["httpcore\n1.0.9"]
    httpx-sse["httpx-sse\n0.4.0"]
    httpx["httpx\n0.28.1"]
    idna["idna\n3.11"]
    importlib-metadata["importlib_metadata\n8.7.0"]
    isodate["isodate\n0.7.2"]
    jinja2["Jinja2\n3.1.6"]
    jinjarope["jinjarope\n1.0.0"]
    jiter["jiter\n0.11.0"]
    jsonschema-path["jsonschema-path\n0.3.4"]
    jsonschema-specifications["jsonschema-specifications\n2025.9.1"]
    jsonschema["jsonschema\n4.25.1"]
    lazy-object-proxy["lazy-object-proxy\n1.12.0"]
    llmling-agent["llmling-agent\n1.1.1"]
    llmling-models["llmling-models\n1.0.2"]
    llmling["llmling\n2.0.1"]
    logfire-api["logfire-api\n4.13.1"]
    markdown-it-py["markdown-it-py\n4.0.0"]
    markupsafe["MarkupSafe\n3.0.3"]
    mcp-interviewer["mcp-interviewer\n0.0.12"]
    mcp["mcp\n1.17.0"]
    mdurl["mdurl\n0.1.2"]
    more-itertools["more-itertools\n10.8.0"]
    morefs["morefs\n0.2.2"]
    openai["openai\n1.109.1"]
    openapi-core["openapi-core\n0.19.5"]
    openapi-pydantic["openapi-pydantic\n0.5.1"]
    openapi-schema-validator["openapi-schema-validator\n0.6.3"]
    openapi-spec-validator["openapi-spec-validator\n0.7.2"]
    opentelemetry-api["opentelemetry-api\n1.37.0"]
    parse["parse\n1.20.2"]
    pathable["pathable\n0.4.4"]
    pathlib-abc["pathlib_abc\n0.5.1"]
    pathspec["pathspec\n0.12.1"]
    platformdirs["platformdirs\n4.5.0"]
    prompt-toolkit["prompt_toolkit\n3.0.52"]
    promptantic["promptantic\n1.0.0"]
    psygnal["psygnal\n0.14.2"]
    pycparser["pycparser\n2.23"]
    pydantic-ai-slim["pydantic-ai-slim\n1.0.17"]
    pydantic-core["pydantic_core\n2.41.1"]
    pydantic-graph["pydantic-graph\n1.0.17"]
    pydantic-settings["pydantic-settings\n2.11.0"]
    pydantic["pydantic\n2.12.0"]
    pygments["Pygments\n2.19.2"]
    pyperclip["pyperclip\n1.11.0"]
    python-dotenv["python-dotenv\n1.1.1"]
    python-multipart["python-multipart\n0.0.20"]
    pyyaml-include["pyyaml-include\n2.2"]
    pyyaml["PyYAML\n6.0.3"]
    referencing["referencing\n0.36.2"]
    regex["regex\n2025.9.18"]
    requests["requests\n2.32.5"]
    rfc3339-validator["rfc3339-validator\n0.1.4"]
    rich-rst["rich-rst\n1.3.1"]
    rich["rich\n14.2.0"]
    rpds-py["rpds-py\n0.27.1"]
    schemez["schemez\n1.2.3"]
    shellingham["shellingham\n1.5.4"]
    six["six\n1.17.0"]
    slashed["slashed\n1.0.4"]
    sniffio["sniffio\n1.3.1"]
    sqlalchemy["SQLAlchemy\n2.0.44"]
    sqlmodel["sqlmodel\n0.0.27"]
    sse-starlette["sse-starlette\n3.0.2"]
    starlette["starlette\n0.48.0"]
    tiktoken["tiktoken\n0.12.0"]
    tokonomics["tokonomics\n1.1.1"]
    toprompt["toprompt\n1.0.0"]
    tqdm["tqdm\n4.67.1"]
    typer["typer\n0.19.2"]
    typing-extensions["typing_extensions\n4.15.0"]
    typing-inspection["typing-inspection\n0.4.2"]
    universal-pathlib["universal_pathlib\n0.3.3"]
    upathtools["upathtools\n1.0.2"]
    urllib3["urllib3\n2.5.0"]
    uvicorn["uvicorn\n0.37.0"]
    wcwidth["wcwidth\n0.2.14"]
    werkzeug["Werkzeug\n3.1.1"]
    yamling["yamling\n2.0.2"]
    zipp["zipp\n3.23.0"]
    aiosqlite -- ">=4.0" --> typing-extensions
    anyenv -- ">=1.4.4" --> appdirs
    anyenv -- ">=4.8.0" --> anyio
    anyio -- ">=1.1" --> sniffio
    anyio -- ">=2.8" --> idna
    authlib -- "any" --> cryptography
    cffi -- "any" --> pycparser
    clinspector -- ">=0.3.0" --> schemez
    clinspector -- ">=0.5.0" --> anyenv
    cryptography -- ">=1.14" --> cffi
    cyclopts -- ">=0.15" --> docstring-parser
    cyclopts -- ">=1.3.1,<2.0.0" --> rich-rst
    cyclopts -- ">=13.6.0" --> rich
    cyclopts -- ">=23.1.0" --> attrs
    depkit -- ">=0.6.5" --> upathtools
    epregistry -- ">=4.12.2" --> typing-extensions
    fastmcp -- ">=0.19.5" --> openapi-core
    fastmcp -- ">=0.28.1" --> httpx
    fastmcp -- ">=0.5.1" --> openapi-pydantic
    fastmcp -- ">=1.1.0" --> python-dotenv
    fastmcp -- ">=1.12.4,<2.0.0" --> mcp
    fastmcp -- ">=1.2.2" --> exceptiongroup
    fastmcp -- ">=1.5.2" --> authlib
    fastmcp -- ">=1.9.0" --> pyperclip
    fastmcp -- ">=13.9.4" --> rich
    fastmcp -- ">=2.11.7" --> pydantic
    fastmcp -- ">=3.0.0" --> cyclopts
    fieldz -- "any" --> typing-extensions
    genai-prices -- ">=0.28.1" --> httpx
    genai-prices -- ">=2.10" --> pydantic
    griffe -- ">=0.4" --> colorama
    hishel -- ">=0.28.0" --> httpx
    httpcore -- ">=0.16" --> h11
    httpcore -- "any" --> certifi
    httpx -- "==1.*" --> httpcore
    httpx -- "any" --> anyio
    httpx -- "any" --> certifi
    httpx -- "any" --> idna
    importlib-metadata -- ">=3.20" --> zipp
    jinja2 -- ">=2.0" --> markupsafe
    jinjarope -- ">=0.4.17" --> anyenv
    jinjarope -- "any" --> fsspec
    jinjarope -- "any" --> jinja2
    jinjarope -- "any" --> universal-pathlib
    jinjarope -- "any" --> upathtools
    jsonschema -- ">=0.28.4" --> referencing
    jsonschema -- ">=0.7.1" --> rpds-py
    jsonschema -- ">=2023.03.6" --> jsonschema-specifications
    jsonschema -- ">=22.2.0" --> attrs
    jsonschema-path -- "<0.37.0" --> referencing
    jsonschema-path -- ">=0.4.1,<0.5.0" --> pathable
    jsonschema-path -- ">=2.31.0,<3.0.0" --> requests
    jsonschema-path -- ">=5.1" --> pyyaml
    jsonschema-specifications -- ">=0.31.0" --> referencing
    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 -- ">=1.2.0" --> schemez
    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" --> httpx
    llmling -- "any" --> pathspec
    llmling -- "any" --> pydantic
    llmling -- "any" --> typer
    llmling -- "any" --> upathtools
    llmling-agent -- ">=0.0.1" --> schemez
    llmling-agent -- ">=0.0.1" --> toprompt
    llmling-agent -- ">=0.0.12" --> mcp-interviewer
    llmling-agent -- ">=0.0.22" --> sqlmodel
    llmling-agent -- ">=0.1.0" --> slashed
    llmling-agent -- ">=0.1.0" --> upathtools
    llmling-agent -- ">=0.1.2" --> tokonomics
    llmling-agent -- ">=0.11.1" --> psygnal
    llmling-agent -- ">=0.19.0" --> aiosqlite
    llmling-agent -- ">=0.23.1" --> bigtree
    llmling-agent -- ">=0.3.0" --> anyenv
    llmling-agent -- ">=0.4.5" --> promptantic
    llmling-agent -- ">=1.0.0" --> llmling
    llmling-agent -- ">=1.0.0" --> pydantic-ai-slim
    llmling-agent -- ">=1.0.1" --> python-dotenv
    llmling-agent -- ">=1.2.0" --> mcp
    llmling-agent -- ">=1.5.4" --> griffe
    llmling-agent -- ">=2.12.0" --> pydantic
    llmling-agent -- ">=2.3.4" --> fastmcp
    llmling-agent -- ">=3.0.48" --> prompt-toolkit
    llmling-agent -- "any" --> jinjarope
    llmling-agent -- "any" --> llmling-models
    llmling-agent -- "any" --> typer
    llmling-models -- ">=0.0.1" --> schemez
    llmling-models -- ">=0.4.0" --> tokonomics
    llmling-models -- ">=1.0.0" --> pydantic-ai-slim
    llmling-models -- "any" --> anyenv
    llmling-models -- "any" --> pydantic
    markdown-it-py -- "~=0.1" --> mdurl
    mcp -- ">=0.0.9" --> python-multipart
    mcp -- ">=0.27" --> starlette
    mcp -- ">=0.27.1" --> httpx
    mcp -- ">=0.31.1" --> uvicorn
    mcp -- ">=0.4" --> httpx-sse
    mcp -- ">=1.6.1" --> sse-starlette
    mcp -- ">=2.11.0,<3.0.0" --> pydantic
    mcp -- ">=2.5.2" --> pydantic-settings
    mcp -- ">=4.20.0" --> jsonschema
    mcp -- ">=4.5" --> anyio
    mcp-interviewer -- ">=0.11.0" --> tiktoken
    mcp-interviewer -- ">=1.10.1" --> mcp
    mcp-interviewer -- ">=1.93.3" --> openai
    mcp-interviewer -- ">=4.0.0" --> jsonschema
    morefs -- "any" --> fsspec
    openai -- ">4" --> tqdm
    openai -- ">=0.23.0,<1" --> httpx
    openai -- ">=0.4.0,<1" --> jiter
    openai -- ">=1.7.0,<2" --> distro
    openai -- ">=1.9.0,<3" --> pydantic
    openai -- ">=3.5.0,<5" --> anyio
    openai -- ">=4.11,<5" --> typing-extensions
    openai -- "any" --> sniffio
    openapi-core -- "<3.1.2" --> werkzeug
    openapi-core -- ">=0.3.1,<0.4.0" --> jsonschema-path
    openapi-core -- ">=0.6.0,<0.7.0" --> openapi-schema-validator
    openapi-core -- ">=0.7.1,<0.8.0" --> openapi-spec-validator
    openapi-core -- ">=4.18.0,<5.0.0" --> jsonschema
    openapi-core -- ">=4.8.0,<5.0.0" --> typing-extensions
    openapi-core -- "any" --> isodate
    openapi-core -- "any" --> more-itertools
    openapi-core -- "any" --> parse
    openapi-pydantic -- ">=1.8" --> pydantic
    openapi-schema-validator -- ">=2023.5.2" --> jsonschema-specifications
    openapi-schema-validator -- ">=4.19.1,<5.0.0" --> jsonschema
    openapi-schema-validator -- "any" --> rfc3339-validator
    openapi-spec-validator -- ">=0.3.1,<0.4.0" --> jsonschema-path
    openapi-spec-validator -- ">=0.6.0,<0.7.0" --> openapi-schema-validator
    openapi-spec-validator -- ">=1.7.1,<2.0.0" --> lazy-object-proxy
    openapi-spec-validator -- ">=4.18.0,<5.0.0" --> jsonschema
    opentelemetry-api -- ">=4.5.0" --> typing-extensions
    opentelemetry-api -- ">=6.0,<8.8.0" --> importlib-metadata
    prompt-toolkit -- "any" --> wcwidth
    promptantic -- ">=0.3.0" --> universal-pathlib
    promptantic -- ">=3.0.48" --> prompt-toolkit
    promptantic -- "any" --> pydantic
    promptantic -- "any" --> schemez
    pydantic -- "==2.41.1" --> pydantic-core
    pydantic -- ">=0.4.2" --> typing-inspection
    pydantic -- ">=0.6.0" --> annotated-types
    pydantic -- ">=4.14.1" --> typing-extensions
    pydantic-ai-slim -- "==1.0.17" --> pydantic-graph
    pydantic-ai-slim -- ">=0.0.30" --> genai-prices
    pydantic-ai-slim -- ">=0.27" --> httpx
    pydantic-ai-slim -- ">=0.4.0" --> typing-inspection
    pydantic-ai-slim -- ">=1.28.0" --> opentelemetry-api
    pydantic-ai-slim -- ">=1.3.2" --> griffe
    pydantic-ai-slim -- ">=2.10" --> pydantic
    pydantic-core -- ">=4.14.1" --> typing-extensions
    pydantic-graph -- ">=0.27" --> httpx
    pydantic-graph -- ">=0.4.0" --> typing-inspection
    pydantic-graph -- ">=2.10" --> pydantic
    pydantic-graph -- ">=3.14.1" --> logfire-api
    pydantic-settings -- ">=0.21.0" --> python-dotenv
    pydantic-settings -- ">=0.4.0" --> typing-inspection
    pydantic-settings -- ">=2.7.0" --> pydantic
    pyyaml-include -- ">=2021.04.0" --> fsspec
    pyyaml-include -- "~=6.0" --> pyyaml
    referencing -- ">=0.7.0" --> rpds-py
    referencing -- ">=22.2.0" --> attrs
    requests -- ">=1.21.1,<3" --> urllib3
    requests -- ">=2,<4" --> charset-normalizer
    requests -- ">=2.5,<4" --> idna
    requests -- ">=2017.4.17" --> certifi
    rfc3339-validator -- "any" --> six
    rich -- ">=2.13.0,<3.0.0" --> pygments
    rich -- ">=2.2.0" --> markdown-it-py
    rich-rst -- ">=12.0.0" --> rich
    rich-rst -- "any" --> docutils
    schemez -- ">=0.17.0" --> docstring-parser
    schemez -- ">=0.2.6" --> universal-pathlib
    schemez -- ">=1.7.3" --> griffe
    schemez -- "any" --> pydantic
    slashed -- ">=0.11.1" --> psygnal
    sqlalchemy -- ">=1" --> 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 -- ">=4.7.0" --> anyio
    starlette -- ">=3.6.2,<5" --> anyio
    tiktoken -- ">=2.26.0" --> requests
    tiktoken -- ">=2022.1.18" --> regex
    tokonomics -- ">=0.1.1" --> hishel
    tokonomics -- ">=0.27.2" --> httpx
    tokonomics -- ">=0.3.2" --> anyenv
    tokonomics -- ">=4.3.6" --> platformdirs
    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
    typing-inspection -- ">=4.12.0" --> typing-extensions
    universal-pathlib -- "==0.5.1" --> pathlib-abc
    universal-pathlib -- ">=2024.5.0" --> fsspec
    upathtools -- ">=0.2.2" --> morefs
    upathtools -- ">=0.2.6" --> universal-pathlib
    upathtools -- ">=1.0.0" --> python-dotenv
    upathtools -- ">=2025.2.0" --> fsspec
    uvicorn -- ">=0.8" --> h11
    uvicorn -- ">=7.0" --> click_0
    werkzeug -- ">=2.1.1" --> markupsafe
    yamling -- ">=0.4.7" --> anyenv
    yamling -- ">=0.6.4" --> upathtools
    yamling -- ">=5.1" --> pyyaml
    yamling -- "any" --> fsspec
    yamling -- "any" --> pydantic
    yamling -- "any" --> pyyaml-include
    yamling -- "any" --> universal-pathlib