Activities

The following table lists the activities included in this package.

Activity	Description
Content Generation	Generates a chat response for the provided request using chat completion models.
Update Context Grounding Index	Sync latest data for existing indices in Context grounding.
Context Grounding Search	Given a natural language input or query, retrieve similar context from Context grounding indices or from files.
Context Grounding Summary – DeepRAG	This activity gives access to the summarization feature available in Context Grounding using DeepRAG.
Summarize Text	Summarizes text using a suitable Large Language Model (LLM).
PII Filtering	Scans the input text, identifies any Personally Identifiable Information (PII) or Protected Health Information (PHI), and replaces such data with a redaction marker.
Detect Language	Allows you to detect the language of a given text. It analyzes the input text and determines the language it's written in.
Rewrite	Allows you to submit text that you wish to be rewritten according to new style guidelines.
Generate Email	Enables you to have a draft of an email composed meeting a specific style.
Translate	Takes input text and a target language and outputs the translated text in the specified language.
Categorize	Categorize content based on provided categories.
Named Entity Recognition	For a given text string, identify and classify named entities.
Image Analysis	Generate completion that includes an image file or publicly accessible image URL.
Detect Object	Detect a custom defined object or objects in an image.
Signature Similarity	Analyze and compare two signature images to determine their similarity, providing a detailed analysis and a numerical similarity score.
Semantic Similarity	Compare a string to another string or a list of strings using generative AI.
Reformat	Detect and change the format of a string of text.
Image Comparison	Compare two images according to pre-defined or custom categories.
Image Classification	Classify an image using custom categories and descriptions.
Web Search	Executes a search of the public domain using a natural language search query. The search results are available in the output.
Web Summary	Provides an AI-generated summary of search results, synthesizing key insights from multiple sources and including citations. The summary and source citations are available in the output.
Web Reader	Given a publicly accessible URL, the web reader activity extracts the text in a format.