18415308. LARGE LANGUAGE MODELS FOR FLOW ARCHITECTURE DESIGN (Salesforce, Inc.)
LARGE LANGUAGE MODELS FOR FLOW ARCHITECTURE DESIGN
Organization Name
Inventor(s)
Yihao Feng of Palo Alto CA (US)
Krithika Ramakrishnan of New York NY (US)
Congying Xia of Palo Alto CA (US)
Juan Carlos Niebles Duque of Mountain View CA (US)
Vetter Serdikova of Mountain View CA (US)
Huan Wang of Palo Alto CA (US)
Yuxi Zhang of San Francisco CA (US)
Kexin Xie of Foster City CA (US)
Matthew David Trepina of Indianapolis IN (US)
Sam Bailey of Newtownabbey (GB)
Abhishek Das of Bellevue WA (US)
Yuliya Feldman of Palo Alto CA (US)
Pawan Agarwal of Bellevue WA (US)
LARGE LANGUAGE MODELS FOR FLOW ARCHITECTURE DESIGN
This abstract first appeared for US patent application 18415308 titled 'LARGE LANGUAGE MODELS FOR FLOW ARCHITECTURE DESIGN
Original Abstract Submitted
Methods, systems, apparatuses, devices, and computer program products are described. A flow generation service may receive a natural language input that indicates instructions for automating a task according to a first process flow. Using a large language model (LLM), the flow generation service may decompose the natural language input into a set of elements (e.g., logical actions) and connectors, where the LLM may be trained on first metadata corresponding to a second process flow that is created manually by a user. In addition, using the LLM, the flow generation service may generate second metadata corresponding to each of the set of elements based on decomposing the natural language input. The flow generation service may sequence and merge the set of elements to generate the first process flow. In some examples, the flow generation service may send, for display to a user interface of a user device, the first process flow.
- Salesforce, Inc.
- Ran Xu of Palo Alto CA (US)
- Zeyuan Chen of Newark CA (US)
- Yihao Feng of Palo Alto CA (US)
- Krithika Ramakrishnan of New York NY (US)
- Congying Xia of Palo Alto CA (US)
- Juan Carlos Niebles Duque of Mountain View CA (US)
- Vetter Serdikova of Mountain View CA (US)
- Huan Wang of Palo Alto CA (US)
- Yuxi Zhang of San Francisco CA (US)
- Kexin Xie of Foster City CA (US)
- Donglin Hu of Dublin CA (US)
- Bo Wang of Fremont CA (US)
- Ajaay Ravi of Dublin CA (US)
- Matthew David Trepina of Indianapolis IN (US)
- Sam Bailey of Newtownabbey (GB)
- Abhishek Das of Bellevue WA (US)
- Yuliya Feldman of Palo Alto CA (US)
- Pawan Agarwal of Bellevue WA (US)
- G06F40/40
- G06F9/451
- G06F9/50
- G06T11/00
- CPC G06F40/40