Exception raised when FunctionCallingConverter failed to convert a non-function call message to a function call message. This typically happens w

Encapsulates the possible return values for an agent function. Attributes: value (str): The result value as a string. agent

Exception raised when WorkflowForm failed to parse. Use this Exception to raise when the workflow form does not meet some specific constraints.

The result of converting a document to text.

The result of converting a document to text.

Exception raised when FunctionCallingConverter failed to validate a function call message. This typically happens when the LLM outputs unrecogniz

(In preview) An extremely simple Python requests-powered Markdown web browser. This browser cannot run JavaScript, compute CSS, etc. It simpl

A custom version of markdownify's MarkdownConverter. Changes include: - Altering the default heading style to use '#', '##', etc.

A custom version of markdownify's MarkdownConverter. Changes include: - Altering the default heading style to use '#', '##', etc. - Remo

(In preview) An extremely simple text-based document reader, suitable for LLM use. This reader will convert common file-types or webpages to Markd

Dataclass for storing Embedded Snippets

Provides Bing web search capabilities to Markdown browsers.

Handle Bing results pages (only the organic search results). NOTE: It is better to use the Bing API

Code Parser Class.

Converts DOCX files to Markdown. Style information (e.g.m headings) and tables are preserved where possible.

Converts DOCX files to Markdown. Style information (e.g.m headings) and tables are preserved where possible.

GitHub operation client

Anything with content type text/html

Anything with content type text/html

Converts images to markdown via extraction of metadata (if `exiftool` is installed), OCR (if `easyocr` is installed), and description via a multi

(In preview) An extremely simple text-based document reader, suitable for LLM use. This reader will convert common file-types or webpages to M

Converts MP3 files to markdown via extraction of metadata (if `exiftool` is installed), and speech transcription (if `speech_recognition` AND

Converts MP3 files to markdown via extraction of metadata (if `exiftool` is installed), and speech transcription (if `speech_recognition` AND `py

Converts PDFs to Markdown. Most style information is ignored, so the results are essentially plain-text.

Converts PDFs to Markdown. Most style information is ignored, so the results are essentially plain-text.

Anything with content type text/plain

Anything with content type text/plain

Converts PPTX files to Markdown. Supports heading, tables and images with alt text.

Converts PPTX files to Markdown. Supports heading, tables and images with alt text.

Converts WAV files to markdown via extraction of metadata (if `exiftool` is installed), and speech transcription (if `speech_recognition` is

Converts WAV files to markdown via extraction of metadata (if `exiftool` is installed), and speech transcription (if `speech_recognition` is inst

Handle Wikipedia pages separately, focusing only on the main document content.

Handle Wikipedia pages separately, focusing only on the main document content.

Exception raised when WorkflowForm failed to parse.

Converts XLSX files to Markdown, with each sheet presented as a separate Markdown table.

Converts XLSX files to Markdown, with each sheet presented as a separate Markdown table.

Handle YouTube specially, focusing on the video title, description, and transcript.

Handle YouTube specially, focusing on the video title, description, and transcript.

An abstract class for a Markdown web browser. All MarkdownBrowers work by: (1) fetching a web page by URL (via requests, Selenium,

An abstract class for providing search capabilities to a Markdown browser.

Handle Bing results pages (only the organic search results). NOTE: It is better to use the Bing API

Abstract superclass of all DocumentConverters.

Abstract superclass of all DocumentConverters.

Converts images to markdown via extraction of metadata (if `exiftool` is installed), OCR (if `easyocr` is installed), and description via a m

Abstract class for multi-modal media (e.g., images and audio)

Abstract class for multi-modal media (e.g., images and audio)