18530026. INTEGRATION FLOW GENERATION USING LARGE LANGUAGE MODELS (Salesforce, Inc.)

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INTEGRATION FLOW GENERATION USING LARGE LANGUAGE MODELS

Organization Name

Salesforce, Inc.

Inventor(s)

Hadi Minooei of San Francisco CA (US)

Yazdan Jamshidi of Winter Springs FL (US)

Yanqi Luo of San Francisco CA (US)

Santiago Bassani of Dublin (IR)

Mofeyifoluwa Olaoluwa Oluwalana of San Francisco CA (US)

Shobana Ranganathan of Palo Alto CA (US)

INTEGRATION FLOW GENERATION USING LARGE LANGUAGE MODELS

This abstract first appeared for US patent application 18530026 titled 'INTEGRATION FLOW GENERATION USING LARGE LANGUAGE MODELS

Original Abstract Submitted

Methods, systems, apparatuses, and computer program products are described. A system may receive, via a cloud-based platform, user input comprising a request for generation of the integration flow. The system may generate a query based on the request and a query template including one or more example integration flows and a request to generate a natural language description of the integration flow. The system may transmit the query to the LLM and may receive, from the LLM, a response including the integration flow and the natural language description. The system may extract the integration flow and the natural language description from the response. The system may perform a validation process on the integration flow based at least in part on one or more integration flow validation rules.