Observability in Agentic Applications with LlamaIndex and OpenTelemetry

Agent Capabilities - Lama Index introduces a syllabus extraction agent designed to summarize university course syllabi [1] - The agent utilizes a syllabus extractor tool from Lama Cloud to extract information [2] - The agent can answer questions about the syllabus after ingesting the file [6][7] Observability and Tracing - The agent provides observability results through traces stored in a SQL database [3] - Users can query the database to view agent traces and filter by duration (e g, less than 300 seconds) [3][4] - The tracing is based on an open-source integration with Open Telemetry [5] - Events are piped into a PostgreSQL database [5] Technology Stack - Llama Index uses Llama Cloud for syllabus extraction [2] - The tracing system integrates with Open Telemetry [5] - PostgreSQL is used as the database for storing traces [5]