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streamlit # Core library for building interactive web apps.
# Top functions:
# 1. st.write() – Write text, markdown, or data to the app.
# 2. st.button() – Add an interactive button.
# 3. st.file_uploader() – Upload files directly to the app.
Pillow # Image processing library (PIL fork).
# Top functions:
# 1. Image.open() – Open an image file.
# 2. Image.save() – Save an image in a specific format.
# 3. Image.resize() – Resize an image to desired dimensions.
plotly # Visualization library for creating interactive plots.
# Top functions:
# 1. plotly.express.scatter() – Create scatter plots.
# 2. plotly.express.line() – Generate line charts.
# 3. plotly.graph_objects.Figure() – Create custom figure layouts.
opencv-python # Real-time computer vision library.
# Top functions:
# 1. cv2.imread() – Read an image.
# 2. cv2.imshow() – Display an image in a window.
# 3. cv2.resize() – Resize images.
moviepy # Video editing and processing.
# Top functions:
# 1. VideoFileClip() – Load and manipulate video files.
# 2. concatenate_videoclips() – Combine multiple video clips.
# 3. write_videofile() – Export videos to a file.
python-dotenv # Load environment variables from .env files.
# Top functions:
# 1. load_dotenv() – Load variables from .env.
# 2. dotenv_values() – Retrieve values as a dictionary.
# 3. set_key() – Set new environment variables.
pytz # Timezone definitions for datetime handling.
# Top functions:
# 1. timezone() – Get timezone info.
# 2. localize() – Attach timezone info to naive datetimes.
# 3. utc() – Get the UTC timezone.
requests # HTTP requests to fetch data from APIs.
# Top functions:
# 1. get() – Perform HTTP GET requests.
# 2. post() – Send POST data to an endpoint.
# 3. json() – Parse JSON from responses.
openai # Interface for OpenAI APIs (ChatGPT, DALL·E).
# Top functions:
# 1. openai.ChatCompletion.create() – Generate chat responses.
# 2. openai.Image.create() – Create images with DALL·E.
# 3. openai.Audio.transcribe() – Transcribe audio to text.
beautifulsoup4 # Web scraping and parsing HTML/XML.
# Top functions:
# 1. BeautifulSoup() – Parse HTML/XML documents.
# 2. find() – Search for elements.
# 3. find_all() – Retrieve multiple elements.
PyPDF2 # PDF processing and extraction.
# Top functions:
# 1. PdfReader() – Read PDF files.
# 2. PdfWriter() – Create or manipulate PDFs.
# 3. extract_text() – Extract text from PDF pages.
textract # Extract text from documents of various formats.
# Top functions:
# 1. process() – Extract text from any file format.
# 2. exceptions() – Handle specific errors.
# 3. is_supported() – Check if file type is supported.
gradio-client # Client to interact with Gradio interfaces.
# Top functions:
# 1. submit() – Submit input to Gradio endpoints.
# 2. predict() – Call Gradio API predictions.
# 3. Interface() – Define and load models.
huggingface-hub # Access Hugging Face models and datasets.
# Top functions:
# 1. from_pretrained() – Load pretrained models.
# 2. snapshot_download() – Download model snapshots.
# 3. list_models() – List models available.
audio-recorder-streamlit # Streamlit component for audio recording.
# Top functions:
# 1. audio_recorder() – Record audio directly in Streamlit apps.
xmltodict # Parse XML into Python dictionaries.
# Top functions:
# 1. parse() – Convert XML to dictionary.
# 2. unparse() – Convert dictionary back to XML.
# 3. ordered_dict() – Maintain element order.
mistune # Markdown parsing in Python.
# Top functions:
# 1. markdown() – Render markdown text to HTML.
# 2. escape() – Escape HTML elements.
# 3. renderer() – Customize rendering options.
python-docx # Create and modify .docx files.
# Top functions:
# 1. Document() – Create or load Word documents.
# 2. add_paragraph() – Add paragraphs.
# 3. save() – Save to .docx format.
faiss-cpu # Efficient similarity search and clustering.
# Top functions:
# 1. IndexFlatL2() – Create L2 norm index.
# 2. search() – Perform similarity searches.
# 3. add() – Add vectors to the index.
scikit-learn # Machine learning tools.
# Top functions:
# 1. fit() – Train models.
# 2. predict() – Generate predictions.
# 3. train_test_split() – Split datasets for training/testing.
langchain # Chain LLM calls and workflows.
# Top functions:
# 1. load_chain() – Load chain pipelines.
# 2. llm() – Access LLM models.
# 3. memory() – Add conversational memory.
tiktoken # Tokenizer for OpenAI models.
# Top functions:
# 1. encode() – Encode text into tokens.
# 2. decode() – Decode tokens to text.
# 3. get_encoding() – Fetch encoding method.
anthropic # Interface for Claude AI models.
# Top functions:
# 1. chat() – Generate Claude-based chat responses.
extra-streamlit-components # Additional Streamlit components.
# Top functions:
# 1. st_marquee() – Add scrolling marquees.
# 2. st_tooltip() – Add tooltips to elements.
# 3. st_modal() – Create modals.
edge_tts==6.1.12 # Text-to-speech via Edge browser.
# Top functions:
# 1. Communicate() – Convert text to speech.
st_marquee # Scrolling text marquee for Streamlit apps.
# Top functions:
# 1. st_marquee() – Display scrolling text.
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