Workflow Automation

Objective: Automate after-call workflow graph creation using a chatbot interface and guided-path graph summarization using LLMs

  1. Ensured structured output generation from LLMs using Pydantic class definitions, allowing data validation & serialization
  2. Leveraged prompt engineering, function calling & query re-asking through Instructor package to generate workflows from queries
  3. Modified open-source packages for compatibility, dockerizing and deploying the tools to reduce workflow creation time by over 60%