| Agent | Agent Class for LLM Interactions |
| AgentAction | AgentAction S3 Class |
| call_llm | Call LLM API |
| LLMConversation | LLMConversation Class for Coordinating Agents |
| llm_config | Create LLM Configuration |
| parse_embeddings | Parse Embedding Response into a Numeric Matrix |