Agentic Project Resources

Project resources include products, services, and travel. On average, a person requires a product, service, travel, or all three resources to successfully complete a project step.

Ambient handles the product, service, and travel resources sourcing, due diligence, and vetting for your project steps. Ambient will curate best-matching product, service, and travel project resources for your consideration and selection. Ambient is your personal shopper.

Ambient ecosystem maintains Search Facets database with more than 1,000 product, service, and travel resource search facets, which Ambient will discuss with you to define and refine the queries for your project resources.

Ambient uses both short term and long term memory of your current and historical conversations to curate best-matching product, service, and travel resources for your project steps.

You can provide Ambient with HITL (Human-in-the-Loop) feedback, including approval or rejection, with or without context. HITL feedback is stored in HITL database and used by Ambient for RLHF (Reinforcement Learning from Human Feedback) for the current and future interactions.

Ambient agentic search internal resources include Search Facets database through RAG (Retrieval-Augmented Generation) for search facets, Conversations Archive database through RAG for conversations long term memory, and HITL database for RLHF.

Ambient agentic search web resources include web content, web data extraction for metadata (JSON-LD, HTML5, Open Graph Protocol), and APIs.

Upon the future of JSON-LD structured data being realized with noteworthy global adoption, Ambient agentic search web resources will solely and exclusively include JSON-LD database through JSON-LD RESTful API.

Ambient has project resource reserves at the ready if you determine that a project resource you selected should be replaced.