Pre-installed libraries

The AgentCore Code Interpreter comes with a comprehensive set of pre-installed Python libraries to support various data analysis, machine learning, and development tasks. These libraries are available immediately without requiring additional installation.

Data Analysis and Visualization

Data Analysis and Visualization libraries

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

Machine Learning and AI libraries

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

Mathematical and Optimization libraries

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

Web and API Development libraries

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

Cloud and Database libraries

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

File Processing and Documents libraries

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

Image and Media Processing libraries

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

Development Tools and Utilities libraries

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

Text and Markup Processing libraries

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

Geospatial and Mapping libraries

Library	Description
shapely	Geometric objects manipulation
pyshp	Shapefile library
branca	HTML/JS template library for maps

Document Processing Support

Document Processing Support libraries

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 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}")