Pre-installed libraries - Amazon Bedrock AgentCore
Python librariesNode.js packages/libraries

Pre-installed libraries

The AgentCore Code Interpreter comes with pre-installed libraries for both Python and Node.js. These libraries are available immediately without requiring additional installation.

Python libraries

The AgentCore Code Interpreter includes a comprehensive set of pre-installed Python libraries to support various data analysis, machine learning, and development tasks.

Data Analysis and Visualization

Library Description

pandas

Data manipulation and analysis

numpy

Numerical computing

matplotlib

Plotting and visualization

matplotlib-inline

Matplotlib backend for Jupyter

matplotlib-venn

Venn diagram plotting

plotly

Interactive visualizations

bokeh

Interactive visualization library

scipy

Scientific computing

statsmodels

Statistical modeling

sympy

Symbolic mathematics

numba

Just-in-time compilation for numerical functions

pyarrow

Columnar data processing

numexpr

Fast numerical expression evaluator

mizani

Scales for Python graphics

contourpy

Contour line generation

cycler

Composable style cycles

fonttools

Font manipulation library

kiwisolver

Constraint solver

pyparsing

Parsing library

python-dateutil

Date/time utilities

pytz

Timezone definitions

tzdata

Timezone data

patsy

Statistical model specification

threadpoolctl

Thread pool control

joblib

Parallel computing utilities

mpmath

Arbitrary-precision arithmetic

llvmlite

LLVM binding for Numba

Machine Learning and AI

Library Description

scikit-learn

Machine learning algorithms

scikit-image

Image processing

torch

PyTorch deep learning framework

torchvision

Computer vision for PyTorch

torchaudio

Audio processing for PyTorch

xgboost

Gradient boosting framework

openai

OpenAI API client

spacy

Natural language processing

spacy-legacy

Legacy components for spaCy

spacy-loggers

Logging utilities for spaCy

nltk

Natural language toolkit

textblob

Text processing

catalogue

Tiny library for function registries

confection

Configuration system

cymem

Memory management for Cython

murmurhash

Cython bindings for MurmurHash

preshed

Cython hash tables

srsly

Serialization utilities

thinc

Machine learning library

wasabi

Lightweight console printing

weasel

Command-line interface for spaCy projects

blis

BLAS-like linear algebra library

langcodes

Language code utilities

language_data

Language data for langcodes

marisa-trie

Trie data structure

absl-py

Abseil Python common libraries

mcp

Model Context Protocol

Mathematical and Optimization

Library Description

cvxpy

Convex optimization

ortools

Operations research tools

pulp

Linear programming

galois

Galois field arithmetic

z3-solver

Theorem prover

python_constraint2

Constraint satisfaction problems

gapstatistics

Gap statistic for clustering

oeis

Online Encyclopedia of Integer Sequences

networkx

Network analysis

igraph

Graph analysis and visualization

Web and API Development

Library Description

requests

HTTP library

beautifulsoup4

Web scraping

fastapi

Modern web framework

Flask

Lightweight web framework

Flask-Cors

Cross-origin resource sharing for Flask

Flask-Login

User session management for Flask

Django

Full-featured web framework

httpx

Async HTTP client

httpcore

HTTP core library

starlette

ASGI framework

uvicorn

ASGI server

gunicorn

WSGI HTTP server

Hypercorn

ASGI server

asgiref

ASGI reference implementation

Werkzeug

WSGI utility library

Jinja2

Template engine

MarkupSafe

Safe string handling

itsdangerous

Cryptographic signing

blinker

Signal/event dispatching

click-plugins

Click plugin system

tornado

Web framework and async networking

sqlparse

SQL parser

greenlet

Lightweight coroutines

aiosignal

Async signal dispatching

anyio

Async compatibility layer

certifi

Certificate bundle

dnspython

DNS toolkit

email_validator

Email validation

frozenlist

Immutable list implementation

h11

HTTP/1.1 protocol implementation

h2

HTTP/2 protocol implementation

hpack

HTTP/2 header compression

httptools

Fast HTTP parsing

hyperframe

HTTP/2 framing layer

idna

Internationalized domain names

multidict

Multi-value dictionary

priority

HTTP/2 priority tree

python-dotenv

Environment variable management

python-multipart

Multipart form data parser

shellingham

Shell detection library

sniffio

Async library detection

sse-starlette

Server-sent events for Starlette

urllib3

HTTP client library

uvloop

Fast event loop for asyncio

watchfiles

File watching library

wsproto

WebSocket protocol implementation

yarl

URL parsing library

Cloud and Database

Library Description

boto3

AWS SDK for Python (boto3)

duckdb

In-process SQL database

SQLAlchemy

SQL toolkit and ORM

pymongo

MongoDB driver

redis

Redis client

psycopg2-binary

PostgreSQL adapter

File Processing and Documents

Library Description

openpyxl

Excel file processing

xlrd

Excel file reading

XlsxWriter

Excel file writing

pyxlsb

Excel binary format reader

et-xmlfile

XML file handling for openpyxl

PyPDF2

PDF processing

pdfplumber

PDF text extraction

pdf2image

PDF to image conversion

pdfkit

HTML to PDF conversion

pypdfium2

PDF processing library

pdfminer.six

PDF text extraction

pdfrw

PDF reader/writer

python-docx

Word document processing

docx2txt

Word document text extraction

reportlab

PDF generation

fpdf

Simple PDF generation

rarfile

RAR archive processing

xml-python

XML processing

svglib

SVG to PDF/bitmap conversion

svgwrite

SVG creation library

proglog

Progress logging

lazy_loader

Lazy module loading

Image and Media Processing

Library Description

pillow

Image processing

opencv-python

Computer vision

imageio

Image I/O

imageio-ffmpeg

FFmpeg plugin for imageio

moviepy

Video editing

ffmpeg-python

FFmpeg wrapper

ffmpy

FFmpeg wrapper

pydub

Audio manipulation

gtts

Google Text-to-Speech

mutagen

Audio metadata handling

Wand

ImageMagick binding

imgkit

HTML to image conversion

pypng

PNG image processing

PyWavelets

Wavelet transforms

tifffile

TIFF file processing

Development Tools and Utilities

Library Description

pydantic

Data validation using type hints

pydantic-settings

Settings management for Pydantic

pydantic_core

Core validation logic for Pydantic

jsonschema

JSON schema validation

PyYAML

YAML processing

orjson

Fast JSON library

ujson

Ultra fast JSON encoder/decoder

click

Command line interface creation

typer

Modern CLI framework

tqdm

Progress bars

loguru

Logging library

rich

Rich text and beautiful formatting

ipython

Interactive Python shell

Faker

Fake data generation

qrcode

QR code generation

retrying

Retry decorator

tenacity

Retry library

backoff

Backoff and retry

more_itertools

Additional iterator tools

cryptography

Cryptographic recipes and primitives

bcrypt

Password hashing

PyNaCl

Networking and Cryptography library

pyOpenSSL

OpenSSL wrapper

cffi

C Foreign Function Interface

pycparser

C parser in Python

annotated-types

Reusable constraint types

typing_extensions

Backported typing features

typing_inspection

Runtime inspection of typing

astor

AST to source code converter

asttokens

Annotate AST with source tokens

executing

Get currently executing AST node

pure-eval

Safe evaluation of expressions

stack-data

Extract data from stack frames

decorator

Decorator utilities

entrypoints

Discover entry points

jedi

Code completion library

parso

Python parser

prompt_toolkit

Interactive command line toolkit

traitlets

Configuration system

wcwidth

Terminal width calculation

Pygments

Syntax highlighting

mdurl

URL utilities for Markdown

texttable

Text table formatting

xyzservices

Source of XYZ tile services

attrs

Classes without boilerplate

cachetools

Extensible memoizing collections

cloudpathlib

Cloud storage path library

cloudpickle

Pickle for cloud computing

distro

Linux distribution information

filelock

Platform independent file locking

fsspec

Filesystem specification

future

Python 2/3 compatibility

httpx-sse

Server-sent events for HTTPX

importlib_metadata

Library metadata access

importlib_resources

Resource access for packages

jsonschema-specifications

JSON Schema specifications

packaging

Core utilities for Python packages

pexpect

Expect-like subprocess control

platformdirs

Platform-specific directories

ptyprocess

Pseudoterminal utilities

referencing

JSON reference resolution

rpds-py

Persistent data structures

six

Python 2/3 compatibility utilities

smart-open

Utils for streaming large files

zipp

Backport of pathlib-compatible object wrapper

Text and Markup Processing

Library Description

markdown-it-py

Markdown parser

markdown2

Markdown processor

markdownify

HTML to Markdown converter

lxml

XML and HTML processing

cssselect2

CSS selector implementation

tinycss2

CSS parser

webencodings

Character encoding for web

soupsieve

CSS selector library

regex

Alternative regular expression module

chardet

Character encoding detection

charset-normalizer

Character encoding detection

Geospatial and Mapping

Library Description

shapely

Geometric objects manipulation

pyshp

Shapefile library

branca

HTML/JS template library for maps

Document Processing Support

Library Description

python-pptx

Create and update PowerPoint (.pptx) files

defusedxml

XML bomb protection for Python stdlib modules

markitdown

Convert various file formats to Markdown

xlwt

Write data and formatting information to Excel files

odfpy

API for OpenDocument Format documents

docx-mailmerge

Mail merge for Word documents

docxcompose

Compose Word documents by concatenating/appending

html5lib

Standards-compliant library for parsing and serializing HTML

xmltodict

Convert XML to Python dictionaries

tabula-py

Extract tables from PDF files

pypandoc

Python wrapper for Pandoc document converter

pypdf

Pure Python PDF library for splitting, merging, cropping

For a complete list of all pre-installed Python libraries with their specific versions, you can run the following code in your Code Interpreter session:

import pkg_resources
installed_packages = [d for d in pkg_resources.working_set]
for package in sorted(installed_packages, key=lambda x: x.project_name.lower()):
    print(f"{package.project_name}=={package.version}")

Node.js packages/libraries

The following Node.js packages/libraries are pre-installed in the AgentCore Code Interpreter environment.

Package/Library Description

axios

Promise-based HTTP client

lodash

Utility library for common programming tasks

uuid

UUID generation

zod

TypeScript-first schema validation

cheerio

HTML parsing and manipulation