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Integrating Webpage Content into Your Chat Agent

Incorporating content from specific webpages can significantly enhance your chat agent’s ability to provide informative and contextually relevant responses. The webpage_chat method enables the integration of webpage content, expanding the agent’s knowledge base with up-to-date information available on the internet.

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Function Overview

The webpage_chat function is crafted to facilitate the seamless addition of content from a single webpage into your chat agent, utilizing a range of parameters for effective content processing and integration.

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Parameters

  • url (Optional[str]): The URL of the webpage whose content you wish to make searchable by the chat agent. This specifies the exact source of the content to be integrated.
  • system_prompt (str): An optional prompt to guide the system in processing the webpage content. It can be used to focus the content extraction on relevant information for the chat agent.
  • query_wrapper_prompt (str): An optional prompt that can enhance the relevance of search queries by providing context related to the webpage content.
  • embed_model (Union[str, EmbedType]): Specifies the embedding model used for text extraction and embedding from the webpage. Defaults to a model suitable for general web content.
  • llm_params (dict): Configuration parameters for integrating Large Language Models to augment the agent’s understanding of the webpage content.
  • vector_store_params (dict): Configuration for vector storage, detailing how and where the extracted content embeddings are stored.
  • service_context_params (dict): Additional parameters to customize the service context for the integrated webpage content.
  • chat_engine_params (dict): Customization parameters for the chat engine, influencing how the agent utilizes the webpage content in conversations.
  • retriever_params (dict): Configuration for the document retriever component, determining how the webpage content is indexed and retrieved based on user queries.

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Example Usage

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Adding a Specific Webpage

chat_agent.webpage_chat(
    url="https://www.example.com/specific-article",
)

This example demonstrates adding content from a specific webpage to the chat agent.