updated docs

python/dataset.mdx

@@ -17,9 +17,8 @@ class Dataset()
 ### \_\_init\_\_
 
 ```python
-def __init__(queries: List[Union[str, ChatCompletion]] = None,
-             extra_fields: Dict[str, List[Any]] = None,
-             data: List[Dict[str, Union[ChatCompletion, Any]]] = None,
+def __init__(data: Union[str, List[str, Query, DatasetEntry]],
+             *,
              name: str = None,
              auto_sync: bool = False,
              api_key: Optional[str] = None)
@@ -29,15 +28,9 @@ Initialize a local dataset of LLM queries.
 
 **Arguments**:
 
-- `queries` - List of LLM queries to initialize the dataset with.
-
-- `extra_fields` - Dictionary of lists for arbitrary extra fields contained
-  within the dataset.
-
-- `data` - If neither `queries` nor `extra_fields` are specified, then this can
-  be specified instead, which is simply a list of dicts with each first key as
-  "query" and all other keys otherwise coming from the `extra_fields`. This is
-  the internal representation used by the class.
+- `data` - The data for populating the dataset. This can either can a string
+  specifying an upstream dataset, a list of user prompts, a list of full
+  queries, or a list of dicts of queries alongside any extra fields.
 
 - `name` - The name of the dataset.
 

python/evaluation.mdx

@@ -265,4 +265,4 @@ from the other subtracted dataset.
 
 - `other` - The other dataset being added to this one.
 
-<a id="__init__"></a>
+<a id="evaluator"></a>

python/exceptions.mdx

@@ -92,4 +92,4 @@ class InternalServerError(UnifyError)
 
 Exception raised for HTTP 500 Internal Server Error errors.
 
-<a id="evaluator"></a>
+<a id="_caching"></a>

python/queries/chat.mdx

@@ -207,3 +207,4 @@ Starts the chat interaction loop.
 - `show_credits` - Whether to show credit consumption. Defaults to False.
 - `show_provider` - Whether to show the provider used. Defaults to False.
 
+<a id="queries.multi_llm"></a>

python/queries/clients.mdx

@@ -1250,4 +1250,4 @@ class AsyncUnify(Client)
 Class for interacting with the Unify chat completions endpoint in a synchronous
 manner.
 
-<a id="queries.multi_llm"></a>
+<a id="queries.chat"></a>

python/queries/multi_llm.mdx

@@ -195,4 +195,3 @@ Generate content using the Unify API.
 
 - `UnifyError` - If an error occurs during content generation.
 
-<a id="queries.chat"></a>

python/utils/credits.mdx

@@ -28,4 +28,4 @@ Returns the credits remaining in the user account, in USD.
 
 - `ValueError` - If there was an HTTP error.
 
-<a id="utils.efficiency_benchmarks"></a>
+<a id="utils.router_training"></a>

python/utils/custom_api_keys.mdx

@@ -143,4 +143,4 @@ Get a list of custom API keys associated with the user's account.
   A list of dictionaries containing custom API key information.
   Each dictionary has 'name' and 'value' keys.
 
-<a id="utils.evaluators"></a>
+<a id="utils.helpers"></a>

python/utils/custom_endpoints.mdx

@@ -129,4 +129,4 @@ Get a list of custom endpoints for the authenticated user.
 
 - `requests.exceptions.RequestException` - If the API request fails.
 
-<a id="utils.supported_endpoints"></a>
+<a id="utils.evaluators"></a>

python/utils/datasets.mdx

@@ -147,4 +147,4 @@ Fetches a list of all uploaded datasets.
 
 - `ValueError` - If there was an HTTP error.
 
-<a id="utils.logging"></a>
+<a id="utils.supported_endpoints"></a>

python/utils/evaluations.mdx

@@ -161,4 +161,4 @@ Get the evaluation status for a specific dataset, endpoint, and evaluator.
 
   A dictionary containing the evaluation status information.
 
-<a id="utils.helpers"></a>
+<a id="utils.custom_api_keys"></a>

python/utils/evaluators.mdx

@@ -136,4 +136,4 @@ Get a list of available evaluators.
 
   A list of available evaluator names if successful, otherwise an empty list.
 
-<a id="utils.router_training"></a>
+<a id="queries"></a>

python/utils/logging.mdx

@@ -86,4 +86,4 @@ Get query metrics for specified parameters.
 
   A dictionary containing the query metrics.
 
-<a id="utils.custom_api_keys"></a>
+<a id="utils.router_deployment"></a>

python/utils/supported_endpoints.mdx

@@ -94,4 +94,4 @@ provider.
 - `BadRequestError` - If there was an HTTP error.
 - `ValueError` - If there was an error parsing the JSON response.
 
-<a id="utils.router_deployment"></a>
+<a id="utils.efficiency_benchmarks"></a>