CLARA
An agentic analytics system that extracts semantic representations as shared analytics artifacts to support agent retrieval and reasoning.
Paper: CLARA: An AI-Augmented Analytics Dashboard for Collaboration Literacy · arXiv
System Workflow. (A) CLARA transcribes discussion in real time, computes psycholinguistic metrics, and invokes the LLM to produce collaboration assessments and concept maps. (B) Transcripts and artifacts are embedded and indexed in distinct database collections. (C) Users can interact with LLM-produced artifacts through the dashboard; (D) The CLARA Agent reasons and iteratively calls tools to query different artifacts for synthesizing responses; (E) The interface where users chat with the agent.
An earlier iteration of the dashboard (BLINC), showing the psycholinguistic metrics and the Discussion Pulse rolling summaries.
The current CLARA interface.