### Documentation: Querying with `**` Anchor Tags #### Overview This model processes the following data types: `organizations`, `products_and_services`, `topics`, and `classifications`. When querying the model, the developer must pass the query types in a specific format using double asterisks (`**`) to denote emphasis. This format ensures that the model correctly identifies and retrieves the requested data based on the type. #### Query Structure for Types The structure for querying the model involves passing the type of data in the following format: 1. **For All Types (Organizations, Products and Services, Topics, Classifications)**: - The type must be **uppercased**. - Any underscores (`_`) in the type name should be replaced with spaces. - The entire type must be wrapped in double asterisks (`**`). - After the formatted type, a newline (`\n`) is inserted, followed by the value from the `anchor` field. - Example query strings: - `**PRODUCTS AND SERVICES**\n{anchor_value}` - `**ORGANIZATIONS**\n{anchor_value}` - `**TOPICS**\n{anchor_value}` - `**CLASSIFICATIONS**\n{anchor_value}` #### Query Structure Examples for All Types Here’s the complete list of types and how to structure the query for each: 1. **Products and Services**: - Query format: `**PRODUCTS AND SERVICES**\n{anchor_value}` - Example: `**PRODUCTS AND SERVICES**\nProduct Anchor Text` 2. **Organizations**: - Query format: `**ORGANIZATIONS**\n{anchor_value}` - Example: `**ORGANIZATIONS**\nOrganization Anchor Text` 3. **Topics**: - Query format: `**TOPICS**\n{anchor_value}` - Example: `**TOPICS**\nTopic Anchor Text` 4. **Classifications**: - Query format: `**CLASSIFICATIONS**\n{anchor_value}` - Example: `**CLASSIFICATIONS**\nClassification Anchor Text` #### Guidelines for Constructing Queries 1. **Uppercasing**: Always use uppercase for the type being queried, regardless of the original case in the data. 2. **Replacing Underscores**: For types with underscores (`_`), replace them with spaces to ensure proper formatting. 3. **Double Asterisks (`**`)**: The type must always be wrapped in double asterisks to emphasize it in the query. 4. **Newline for All Types**: Append the `anchor` value after a newline character for all types. This ensures consistency and clarity when querying the model for specific data types, allowing accurate data retrieval while maintaining clear formatting.