Llm Context

What it does

This skill allows AI agents to access and utilize external context, such as web pages or documents, to inform their responses. It enables agents to ground their answers in up-to-date information beyond their internal knowledge base. The agent can retrieve relevant content based on a user's query and incorporate that information into its generated text.

When to use it

• Answering questions about current events: When a user asks about the latest news or developments, this skill retrieves recent articles for context.
• Summarizing long documents: The agent can process lengthy reports or research papers by fetching and summarizing key sections.
• Providing information from specific websites: Users can request information directly from a particular website, like product details from an e-commerce site.
• Researching topics requiring external data: If a user needs to understand a complex topic that requires up-to-date statistics or facts, this skill provides the necessary context.

Key capabilities

• Context retrieval based on query
• Integration of retrieved content into responses
• Support for various document types (web pages, PDFs)
• Ability to summarize fetched content

Example prompts

• "Summarize the main points of this article: [URL]"
• "What are the latest reviews for the 'XYZ' product?"
• "Find information about climate change from reputable sources."

Tips & gotchas

• The quality of the results depends heavily on the relevance and accuracy of the retrieved context. Ensure URLs provided are valid and trustworthy.