Abstract: Techniques relating to delivering multi-source content and contextual affiliate links are disclosed. A method for delivering multi-source content and contextual affiliate links by a conversational interface may include ingesting content associated with a content creator, normalizing and/or transforming the content, tagging the content with metadata, thereby generating enriched content, generating a vector representation of the content, storing the enriched content and the vector representation of the content in a vector database, performing content matching between a user query received by a conversational user interface, and outputting a response to the user query comprising multi-source content.