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The knowledge base can be connected to many different sources of data, combining them together into a homogenous knowledge system. The knowledge base has six different places where it can be customized to suit the unique needs of specific AI Agents. All of them involve modifying smart chains.
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Sources of data include documents and web-pages that you import through the user interface. But may also include custom data schemas that you have created yourself, containing information that the bot has extracted from conversations (this allows the agent to have a ‘memory’ in-between multiple sessions). Eventually we may even allow third-party API services to become sources of data for the knowledge base.
Each source of data can be customized independently. There are six different smart-chains that you can modify to change the behavior of the knowledge base. Those are:
Chunker chain - The chunker chain is responsible for taking a large, long document and breaking it up into individual sections of content. The default version just breaks a document into sections
Matching Text Chain - The matching text chain is responsible for taking a chunk of content, and transforming them into bits of text that are then embedded. The