Analyze

About chatbots and conversations

Analyze documents using intelligent conversations and chatbots, powered by LLMs to help you extract insights, answer questions, and understand complex documents more efficiently.

Chatbots

Create shareable chatbots to analyze documents and answer questions about a defined knowledge base. Chatbots are optimized for broader knowledge sharing and multi-user access.

Conversations

Conversations support single-user, on-demand analysis of uploaded documents, ideal for personal, flexible document exploration.

Review the following table for a comparison of features and functionality across chatbots and conversations:

ChatbotsConversations
ShareableYes, can be published to the Hub and shared.No, exist only in a personal workspace.
Knowledge baseChatbot publisher’s uploaded documents.

Chatbot users can’t add or remove files from the knowledge base, but can upload up to 5 documents to compare against the knowledge base.		User’s uploaded documents. Files can be added and removed.
Maximum knowledge base sizeSame as the origin conversation.

Each chatbot user can additionally upload up to 5 comparison files.		About 500 files or 4,000,000 tokens.

This limitation is enforced differently between the user interface and the API, see File limitations and processing for details.
Supported models• Advanced, multistep (automatic selection based on knowledge base size)

• Research mode (user-enabled)

Model availability varies when interacting with chatbots by API.		• Advanced, multistep (automatic selection based on message scope)

• Research mode (user-enabled)

Model availability varies when interacting with conversations by API.
API supportYes, see the queries endpoint.Yes, see the conversations endpoint for single-document queries and the queries endpoint for multiple-document queries.