# Game Categories Casino categories endpoints ## Get recommended game categories > Returns personalized game categories recommendations.\ > \ > {% hint style="info" %}\ > \ > \## Confidence\ > \ > \ > Each returned item is associated with a number from 0 to 1 indicating the confidence\ > of the system in this specific recommendation. The higher the number the more confident\ > the recommendation of it.\ > \ > {% endhint %}\ > \ > \ > {% hint style="info" %}\ > \ > \## Result ordering\ > \ > \ > By default game categories are sorted based on confidence, with the most\ > confident one on top. The \`order\_by\` parameter can be used\ > to order the results in the desired order.\ > \ > {% endhint %}\ > \ > \ > {% hint style="info" %}\ > \ > \## Getting recommendations for a user\ > \ > \ > In this example we get all recommended game categories for the user with id \`0\`\ > without passing any extra parameters except the \`user\`\ > \ > \`\`\`bash\ > $ curl --request GET \\\ > \--url ' > \`\`\`\ > \ > {% endhint %}\
````json {"openapi":"3.0.1","info":{"title":"","version":"0.1.0"},"tags":[{"description":"Casino categories endpoints","name":"Game Categories"}],"servers":[{"description":"Production API","url":"https://api.vaix.ai"},{"description":"Staging (integration) API","url":"https://staging-api.vaix.ai"}],"security":[{"BearerAuth":[]}],"components":{"securitySchemes":{"BearerAuth":{"scheme":"bearer","type":"http"}},"schemas":{"RecommendedCategory":{"additionalProperties":false,"description":"A recommended category object","properties":{"category":{"description":"The name of the category.","type":"string"},"confidence":{"description":"Each returned item is associated with a number from 0 to 1 indicating the confidence\nof the system in this specific recommendation. The higher the number the more confident\nthe recommendation of it.\n","type":"number"}},"type":"object"},"Error":{"additionalProperties":false,"description":"The generic API's error response","properties":{"error":{"description":"Description of the error","type":"string"},"status":{"description":"response status","type":"string"}},"type":"object"},"Errors":{"additionalProperties":false,"description":"The generic API's errors response","properties":{"errors":{"description":"An object with the request errors","type":"object"}},"type":"object"},"UnprocessableEntityError":{"oneOf":[{"additionalProperties":false,"description":"The generic API's error response","properties":{"error":{"description":"Description of the error","type":"string"},"status":{"description":"response status","type":"string"}},"type":"object"},{"additionalProperties":false,"description":"The generic API's errors response","properties":{"errors":{"description":"An object with the request errors","type":"object"}},"type":"object"}]}}},"paths":{"/api/casino/categories/recommended":{"get":{"description":"Returns personalized game categories recommendations.\n\n{% hint style=\"info\" %}\n\n## Confidence\n\n\nEach returned item is associated with a number from 0 to 1 indicating the confidence\nof the system in this specific recommendation. The higher the number the more confident\nthe recommendation of it.\n\n{% endhint %}\n\n\n{% hint style=\"info\" %}\n\n## Result ordering\n\n\nBy default game categories are sorted based on confidence, with the most\nconfident one on top. The `order_by` parameter can be used\nto order the results in the desired order.\n\n{% endhint %}\n\n\n{% hint style=\"info\" %}\n\n## Getting recommendations for a user\n\n\nIn this example we get all recommended game categories for the user with id `0`\nwithout passing any extra parameters except the `user`\n\n```bash\n$ curl --request GET \\\n --url 'https://api.vaix.ai/api/casino/categories/recommended?user=0'\n```\n\n{% endhint %}\n\n","operationId":"get_recommended_casino_categories","parameters":[{"description":"Custom client header, the value should be the name of the group the user belongs to","in":"header","name":"x-vaix-client-id","required":true,"schema":{"type":"string"}},{"description":"Authentication method to be used, supported values [`vaix`, `iam`]. Defaults to `vaix`","in":"header","name":"x-vaix-authentication-method","required":false,"schema":{"type":"string"}},{"description":"The user to get recommendations for.","in":"query","name":"user","required":false,"schema":{"default":"0","type":"string"}},{"description":"Number of categories to return.\n","in":"query","name":"count","required":false,"schema":{"default":100,"minimum":1,"type":"integer"}},{"description":"Optional filtering of the games to retrieve. It expects a string\nadhering to the filtering format, as described in the filtering\nsection, e.g. `enabled:eq:1`.\n","in":"query","name":"filters","required":false,"schema":{"enum":["category","game_studio","vaix_tags","enabled","first_transaction","megaways_feature","channels"],"type":"string"}},{"description":"The operator to use for querying data. Notice that this is applied only\nif your account has access to multiple operators. In a different case\nthe assigned operator to your account is used and the value of this\nfield is ignored.\n","in":"query","name":"operator","required":false,"schema":{"type":"string"}},{"description":"The bookmaker id to use for querying data. Notice that this is applied only\nif your account has access to multiple operators. In a different case\nthe assigned operator to your account is used and the value of this\nfield is ignored. Note that this parameter is used together with the\n`sub_bookmaker_id` parameter.\n","in":"query","name":"bookmaker_id","required":false,"schema":{"type":"integer"}},{"description":"The sub-bookmaker id to use for querying data. Notice that this is applied only\nif your account has access to multiple operators. In a different case\nthe assigned operator to your account is used and the value of this\nfield is ignored. Note that this parameter is used together with the\n`bookmaker_id` parameter.\n","in":"query","name":"sub_bookmaker_id","required":false,"schema":{"type":"integer"}},{"description":"The location of the page where the request takes place.\n","in":"query","name":"location","required":false,"schema":{"type":"string"}}],"responses":{"200":{"content":{"application/json":{"schema":{"additionalProperties":false,"description":"API response","properties":{"data":{"description":"Array of objects","items":{"$ref":"#/components/schemas/RecommendedCategory"},"type":"array"},"status":{"description":"The status of the request","enum":["success","error"],"type":"string"}},"type":"object"}}},"description":"OK"},"400":{"content":{"application/json":{"schema":{"$ref":"#/components/schemas/Error"}}},"description":"Bad Request"},"401":{"content":{"application/json":{"schema":{"$ref":"#/components/schemas/Error"}}},"description":"Unauthorized"},"403":{"content":{"application/json":{"schema":{"$ref":"#/components/schemas/Error"}}},"description":"Forbidden"},"406":{"content":{"application/json":{"schema":{"$ref":"#/components/schemas/Errors"}}},"description":"Not Acceptable"},"413":{"content":{"application/json":{"schema":{"$ref":"#/components/schemas/Errors"}}},"description":"Request Entity Too Large"},"422":{"content":{"application/json":{"schema":{"$ref":"#/components/schemas/UnprocessableEntityError"}}},"description":"Unprocessable Entity"},"425":{"content":{"application/json":{"schema":{"$ref":"#/components/schemas/Errors"}}},"description":"Too Early"},"500":{"content":{"application/json":{"schema":{"$ref":"#/components/schemas/Error"}}},"description":"Internal Server Error"}},"summary":"Get recommended game categories","tags":["Game Categories"]}}}} ```` ## Get popular casino categories > Returns popular casino categories and their info.\ > \ > {% hint style="info" %}\ > \ > \## Example\ > \ > \ > In this example we get the 50 most popular categories from \`RELAX\` game\_studio.\ > \ > \`\`\`bash\ > $ curl --request GET \\\ > \--url ' > \`\`\`\ > \ > {% endhint %}\
````json {"openapi":"3.0.1","info":{"title":"","version":"0.1.0"},"tags":[{"description":"Casino categories endpoints","name":"Game Categories"}],"servers":[{"description":"Production API","url":"https://api.vaix.ai"},{"description":"Staging (integration) API","url":"https://staging-api.vaix.ai"}],"security":[{"BearerAuth":[]}],"components":{"securitySchemes":{"BearerAuth":{"scheme":"bearer","type":"http"}},"schemas":{"PopularCategory":{"additionalProperties":false,"description":"A popular category object","properties":{"category":{"description":"The name of the category.","type":"string"},"confidence":{"description":"Each returned item is associated with a number from 0 to 1 indicating the confidence\nof the system in this specific recommendation. The higher the number the more confident\nthe recommendation of it.\n","type":"number"}},"type":"object"},"Error":{"additionalProperties":false,"description":"The generic API's error response","properties":{"error":{"description":"Description of the error","type":"string"},"status":{"description":"response status","type":"string"}},"type":"object"},"Errors":{"additionalProperties":false,"description":"The generic API's errors response","properties":{"errors":{"description":"An object with the request errors","type":"object"}},"type":"object"},"UnprocessableEntityError":{"oneOf":[{"additionalProperties":false,"description":"The generic API's error response","properties":{"error":{"description":"Description of the error","type":"string"},"status":{"description":"response status","type":"string"}},"type":"object"},{"additionalProperties":false,"description":"The generic API's errors response","properties":{"errors":{"description":"An object with the request errors","type":"object"}},"type":"object"}]}}},"paths":{"/api/casino/categories/popular":{"get":{"description":"Returns popular casino categories and their info.\n\n{% hint style=\"info\" %}\n\n## Example\n\n\nIn this example we get the 50 most popular categories from `RELAX` game_studio.\n\n```bash\n$ curl --request GET \\\n --url 'https://api.vaix.ai/api/casino/categories/popular?count=50&filters=game_studio%3Aeq%3ARELAX'\n```\n\n{% endhint %}\n\n","operationId":"get_popular_casino_categories","parameters":[{"description":"Custom client header, the value should be the name of the group the user belongs to","in":"header","name":"x-vaix-client-id","required":true,"schema":{"type":"string"}},{"description":"Authentication method to be used, supported values [`vaix`, `iam`]. Defaults to `vaix`","in":"header","name":"x-vaix-authentication-method","required":false,"schema":{"type":"string"}},{"description":"Number of categories to return.\n","in":"query","name":"count","required":false,"schema":{"default":100,"minimum":1,"type":"integer"}},{"description":"Optional filtering of the games to retrieve. It expects a string\nadhering to the filtering format, as described in the filtering\nsection, e.g. `enabled:eq:1`.\n","in":"query","name":"filters","required":false,"schema":{"enum":["category","game_studio","vaix_tags","enabled","first_transaction","megaways_feature","channels","user_country","user_brand","user_language"],"type":"string"}},{"description":"The operator to use for querying data. Notice that this is applied only\nif your account has access to multiple operators. In a different case\nthe assigned operator to your account is used and the value of this\nfield is ignored.\n","in":"query","name":"operator","required":false,"schema":{"type":"string"}},{"description":"The bookmaker id to use for querying data. Notice that this is applied only\nif your account has access to multiple operators. In a different case\nthe assigned operator to your account is used and the value of this\nfield is ignored. Note that this parameter is used together with the\n`sub_bookmaker_id` parameter.\n","in":"query","name":"bookmaker_id","required":false,"schema":{"type":"integer"}},{"description":"The sub-bookmaker id to use for querying data. Notice that this is applied only\nif your account has access to multiple operators. In a different case\nthe assigned operator to your account is used and the value of this\nfield is ignored. Note that this parameter is used together with the\n`bookmaker_id` parameter.\n","in":"query","name":"sub_bookmaker_id","required":false,"schema":{"type":"integer"}},{"description":"The location of the page where the request takes place.\n","in":"query","name":"location","required":false,"schema":{"type":"string"}}],"responses":{"200":{"content":{"application/json":{"schema":{"additionalProperties":false,"description":"API response","properties":{"data":{"description":"Array of objects","items":{"$ref":"#/components/schemas/PopularCategory"},"type":"array"},"status":{"description":"The status of the request","enum":["success","error"],"type":"string"}},"type":"object"}}},"description":"OK"},"400":{"content":{"application/json":{"schema":{"$ref":"#/components/schemas/Error"}}},"description":"Bad Request"},"401":{"content":{"application/json":{"schema":{"$ref":"#/components/schemas/Error"}}},"description":"Unauthorized"},"403":{"content":{"application/json":{"schema":{"$ref":"#/components/schemas/Error"}}},"description":"Forbidden"},"406":{"content":{"application/json":{"schema":{"$ref":"#/components/schemas/Errors"}}},"description":"Not Acceptable"},"413":{"content":{"application/json":{"schema":{"$ref":"#/components/schemas/Errors"}}},"description":"Request Entity Too Large"},"422":{"content":{"application/json":{"schema":{"$ref":"#/components/schemas/UnprocessableEntityError"}}},"description":"Unprocessable Entity"},"425":{"content":{"application/json":{"schema":{"$ref":"#/components/schemas/Errors"}}},"description":"Too Early"},"500":{"content":{"application/json":{"schema":{"$ref":"#/components/schemas/Error"}}},"description":"Internal Server Error"}},"summary":"Get popular casino categories","tags":["Game Categories"]}}}} ```` ## Get trending casino categories > Returns trending casino categories and their info.\ > \ > {% hint style="info" %}\ > \ > \## Example\ > \ > \ > In this example we get the 50 most trending categories from \`RELAX\` game\_studio.\ > \ > \`\`\`bash\ > $ curl --request GET \\\ > \--url ' > \`\`\`\ > \ > {% endhint %}\
````json {"openapi":"3.0.1","info":{"title":"","version":"0.1.0"},"tags":[{"description":"Casino categories endpoints","name":"Game Categories"}],"servers":[{"description":"Production API","url":"https://api.vaix.ai"},{"description":"Staging (integration) API","url":"https://staging-api.vaix.ai"}],"security":[{"BearerAuth":[]}],"components":{"securitySchemes":{"BearerAuth":{"scheme":"bearer","type":"http"}},"schemas":{"TrendingCategory":{"additionalProperties":false,"description":"A trending category object","properties":{"category":{"description":"The name of the category.","type":"string"},"confidence":{"description":"Each returned item is associated with a number from 0 to 1 indicating the confidence\nof the system in this specific recommendation. The higher the number the more confident\nthe recommendation of it.\n","type":"number"}},"type":"object"},"Error":{"additionalProperties":false,"description":"The generic API's error response","properties":{"error":{"description":"Description of the error","type":"string"},"status":{"description":"response status","type":"string"}},"type":"object"},"Errors":{"additionalProperties":false,"description":"The generic API's errors response","properties":{"errors":{"description":"An object with the request errors","type":"object"}},"type":"object"},"UnprocessableEntityError":{"oneOf":[{"additionalProperties":false,"description":"The generic API's error response","properties":{"error":{"description":"Description of the error","type":"string"},"status":{"description":"response status","type":"string"}},"type":"object"},{"additionalProperties":false,"description":"The generic API's errors response","properties":{"errors":{"description":"An object with the request errors","type":"object"}},"type":"object"}]}}},"paths":{"/api/casino/categories/trending":{"get":{"description":"Returns trending casino categories and their info.\n\n{% hint style=\"info\" %}\n\n## Example\n\n\nIn this example we get the 50 most trending categories from `RELAX` game_studio.\n\n```bash\n$ curl --request GET \\\n --url 'https://api.vaix.ai/api/casino/categories/trending?count=50&filters=game_studio%3Aeq%3ARELAX'\n```\n\n{% endhint %}\n\n","operationId":"get_trending_casino_categories","parameters":[{"description":"Custom client header, the value should be the name of the group the user belongs to","in":"header","name":"x-vaix-client-id","required":true,"schema":{"type":"string"}},{"description":"Authentication method to be used, supported values [`vaix`, `iam`]. Defaults to `vaix`","in":"header","name":"x-vaix-authentication-method","required":false,"schema":{"type":"string"}},{"description":"Number of categories to return.\n","in":"query","name":"count","required":false,"schema":{"default":100,"minimum":1,"type":"integer"}},{"description":"Optional filtering of the games to retrieve. It expects a string\nadhering to the filtering format, as described in the filtering\nsection, e.g. `enabled:eq:1`.\n","in":"query","name":"filters","required":false,"schema":{"enum":["category","game_studio","vaix_tags","enabled","first_transaction","megaways_feature","channels","user_country","user_brand","user_language"],"type":"string"}},{"description":"The operator to use for querying data. Notice that this is applied only\nif your account has access to multiple operators. In a different case\nthe assigned operator to your account is used and the value of this\nfield is ignored.\n","in":"query","name":"operator","required":false,"schema":{"type":"string"}},{"description":"The bookmaker id to use for querying data. Notice that this is applied only\nif your account has access to multiple operators. In a different case\nthe assigned operator to your account is used and the value of this\nfield is ignored. Note that this parameter is used together with the\n`sub_bookmaker_id` parameter.\n","in":"query","name":"bookmaker_id","required":false,"schema":{"type":"integer"}},{"description":"The sub-bookmaker id to use for querying data. Notice that this is applied only\nif your account has access to multiple operators. In a different case\nthe assigned operator to your account is used and the value of this\nfield is ignored. Note that this parameter is used together with the\n`bookmaker_id` parameter.\n","in":"query","name":"sub_bookmaker_id","required":false,"schema":{"type":"integer"}},{"description":"The location of the page where the request takes place.\n","in":"query","name":"location","required":false,"schema":{"type":"string"}},{"description":"Considers game sessions played after the current timestamp minus the given\nminutes/hours/days. If not set defaults to `2 days`.\nThe value must be in range [1m - 7d].\n","in":"query","name":"trending_within","required":false,"schema":{"default":"2d","pattern":"^[+-]?[0-9]+([.][0-9]+)?[smhd]?$","type":"string"}}],"responses":{"200":{"content":{"application/json":{"schema":{"additionalProperties":false,"description":"API response","properties":{"data":{"description":"Array of objects","items":{"$ref":"#/components/schemas/TrendingCategory"},"type":"array"},"status":{"description":"The status of the request","enum":["success","error"],"type":"string"}},"type":"object"}}},"description":"OK"},"400":{"content":{"application/json":{"schema":{"$ref":"#/components/schemas/Error"}}},"description":"Bad Request"},"401":{"content":{"application/json":{"schema":{"$ref":"#/components/schemas/Error"}}},"description":"Unauthorized"},"403":{"content":{"application/json":{"schema":{"$ref":"#/components/schemas/Error"}}},"description":"Forbidden"},"406":{"content":{"application/json":{"schema":{"$ref":"#/components/schemas/Errors"}}},"description":"Not Acceptable"},"413":{"content":{"application/json":{"schema":{"$ref":"#/components/schemas/Errors"}}},"description":"Request Entity Too Large"},"422":{"content":{"application/json":{"schema":{"$ref":"#/components/schemas/UnprocessableEntityError"}}},"description":"Unprocessable Entity"},"425":{"content":{"application/json":{"schema":{"$ref":"#/components/schemas/Errors"}}},"description":"Too Early"},"500":{"content":{"application/json":{"schema":{"$ref":"#/components/schemas/Error"}}},"description":"Internal Server Error"}},"summary":"Get trending casino categories","tags":["Game Categories"]}}}} ```` ## Get all casino categories > Returns all casino categories and their info.\ > \ > {% hint style="info" %}\ > \ > \## Example\ > \ > \ > In this example we get the 50 first categories from \`QUICKSPIN\` game\_studio.\ > \ > \`\`\`bash\ > $ curl --request GET \\\ > \--url ' > \`\`\`\ > \ > {% endhint %}\
````json {"openapi":"3.0.1","info":{"title":"","version":"0.1.0"},"tags":[{"description":"Casino categories endpoints","name":"Game Categories"}],"servers":[{"description":"Production API","url":"https://api.vaix.ai"},{"description":"Staging (integration) API","url":"https://staging-api.vaix.ai"}],"security":[{"BearerAuth":[]}],"components":{"securitySchemes":{"BearerAuth":{"scheme":"bearer","type":"http"}},"schemas":{"Category":{"additionalProperties":false,"description":"A casino category object","properties":{"category":{"description":"The name of the category.","type":"string"}},"type":"object"},"Error":{"additionalProperties":false,"description":"The generic API's error response","properties":{"error":{"description":"Description of the error","type":"string"},"status":{"description":"response status","type":"string"}},"type":"object"},"Errors":{"additionalProperties":false,"description":"The generic API's errors response","properties":{"errors":{"description":"An object with the request errors","type":"object"}},"type":"object"},"UnprocessableEntityError":{"oneOf":[{"additionalProperties":false,"description":"The generic API's error response","properties":{"error":{"description":"Description of the error","type":"string"},"status":{"description":"response status","type":"string"}},"type":"object"},{"additionalProperties":false,"description":"The generic API's errors response","properties":{"errors":{"description":"An object with the request errors","type":"object"}},"type":"object"}]}}},"paths":{"/api/casino/offering/categories":{"get":{"description":"Returns all casino categories and their info.\n\n{% hint style=\"info\" %}\n\n## Example\n\n\nIn this example we get the 50 first categories from `QUICKSPIN` game_studio.\n\n```bash\n$ curl --request GET \\\n --url 'https://api.vaix.ai/api/casino/offering/categories?count=50&filters=game_studio%3Aeq%3AQUICKSPIN'\n```\n\n{% endhint %}\n\n","operationId":"list_casino_categories","parameters":[{"description":"Custom client header, the value should be the name of the group the user belongs to","in":"header","name":"x-vaix-client-id","required":true,"schema":{"type":"string"}},{"description":"Authentication method to be used, supported values [`vaix`, `iam`]. Defaults to `vaix`","in":"header","name":"x-vaix-authentication-method","required":false,"schema":{"type":"string"}},{"description":"Optional filtering of the games to retrieve. It expects a string\nadhering to the filtering format, as described in the filtering\nsection, e.g. `enabled:eq:1`.\n","in":"query","name":"filters","required":false,"schema":{"enum":["category","game_studio","vaix_tags","enabled","first_transaction","megaways_feature","channels"],"type":"string"}},{"description":"Whether to return `vaix` or `operator` categories.","in":"query","name":"type","required":false,"schema":{"default":"operator","enum":["vaix","operator"],"type":"string"}},{"description":"Number of categories to return.\n","in":"query","name":"count","required":false,"schema":{"default":100,"minimum":1,"type":"integer"}},{"description":"The columns to sort the results by. It expects a string adhering to\nthe ordering format, as described in the ordering section, e.g.\n`+category`.\n","in":"query","name":"order_by","required":false,"schema":{"enum":["category"],"type":"string"}},{"description":"The operator to use for querying data. Notice that this is applied only\nif your account has access to multiple operators. In a different case\nthe assigned operator to your account is used and the value of this\nfield is ignored.\n","in":"query","name":"operator","required":false,"schema":{"type":"string"}},{"description":"The bookmaker id to use for querying data. Notice that this is applied only\nif your account has access to multiple operators. In a different case\nthe assigned operator to your account is used and the value of this\nfield is ignored. Note that this parameter is used together with the\n`sub_bookmaker_id` parameter.\n","in":"query","name":"bookmaker_id","required":false,"schema":{"type":"integer"}},{"description":"The sub-bookmaker id to use for querying data. Notice that this is applied only\nif your account has access to multiple operators. In a different case\nthe assigned operator to your account is used and the value of this\nfield is ignored. Note that this parameter is used together with the\n`bookmaker_id` parameter.\n","in":"query","name":"sub_bookmaker_id","required":false,"schema":{"type":"integer"}},{"description":"The location of the page where the request takes place.\n","in":"query","name":"location","required":false,"schema":{"type":"string"}}],"responses":{"200":{"content":{"application/json":{"schema":{"additionalProperties":false,"description":"API response","properties":{"data":{"description":"Array of objects","items":{"$ref":"#/components/schemas/Category"},"type":"array"},"status":{"description":"The status of the request","enum":["success","error"],"type":"string"}},"type":"object"}}},"description":"OK"},"400":{"content":{"application/json":{"schema":{"$ref":"#/components/schemas/Error"}}},"description":"Bad Request"},"401":{"content":{"application/json":{"schema":{"$ref":"#/components/schemas/Error"}}},"description":"Unauthorized"},"403":{"content":{"application/json":{"schema":{"$ref":"#/components/schemas/Error"}}},"description":"Forbidden"},"406":{"content":{"application/json":{"schema":{"$ref":"#/components/schemas/Errors"}}},"description":"Not Acceptable"},"413":{"content":{"application/json":{"schema":{"$ref":"#/components/schemas/Errors"}}},"description":"Request Entity Too Large"},"422":{"content":{"application/json":{"schema":{"$ref":"#/components/schemas/UnprocessableEntityError"}}},"description":"Unprocessable Entity"},"425":{"content":{"application/json":{"schema":{"$ref":"#/components/schemas/Errors"}}},"description":"Too Early"},"500":{"content":{"application/json":{"schema":{"$ref":"#/components/schemas/Error"}}},"description":"Internal Server Error"}},"summary":"Get all casino categories","tags":["Game Categories"]}}}} ```` --- # Agent Instructions: Querying This Documentation If you need additional information that is not directly available in this page, you can query the documentation dynamically by asking a question. Perform an HTTP GET request on the current page URL with the `ask` query parameter: ``` GET https://docs.sportradar.com/personalization/api-reference/casino/game-categories.md?ask= ``` The question should be specific, self-contained, and written in natural language. The response will contain a direct answer to the question and relevant excerpts and sources from the documentation. Use this mechanism when the answer is not explicitly present in the current page, you need clarification or additional context, or you want to retrieve related documentation sections.