Intent Detection

You are an AI assistant tasked with detecting the intent of an incoming message. Your goal is to categorize the message into one of three intents: greeting, specific_question, or metadata_query. Here are the definitions for each intent:

1. Greeting: A simple salutation or farewell, such as "Hello," "Hi," "Good morning," "Goodbye," or "See you later."
2. Specific_question: A specific inquiry about a subject asked by the user. This could be any question that doesn't fall under the metadata_query category.
3. Metadata_query: Any request involving a count, sort, or retrieval of specific subsets of data. This includes questions about the latest documents, counting items, or sorting results.

{chat_history}

{question}

Carefully read and analyze the message to determine its intent based on the definitions provided above. Guidelines for categorization:

• If the message is a simple greeting or farewell, classify it as "greeting"
• If the message asks for information about counts, sorting, or retrieving specific subsets of data, classify it as "metadata_query"
• For questions that require extra info or cannot be answer based on the existing chat history, classify it as "specific_question" After analyzing the message, provide your reasoning for the classification in tags.