updated docs

api-reference/llm_queries/chat_completions.mdx

@@ -182,8 +182,8 @@ curl --request POST \
     "response_format": "{ \"type\": \"json_mode\"}",
     "seed": 11,
     "stream_options": [
-        true,
-        "include_usage"
+        "include_usage",
+        true
     ],
     "top_p": 0.5,
     "tool_choice": "{\"type\": \"function\", \"function\": {\"name\": \"my_function\"}}",
@@ -203,7 +203,7 @@ url = "https://api.unify.ai/v0/chat/completions"
 
 headers = {"Authorization": "Bearer <token>"}
 
-json_input = {"messages": [{"content": "Tell me a joke", "role": "user"}], "model": "gpt-4o-mini@openai", "max_tokens": 1024, "stop": ["The End.", " is the answer."], "stream": False, "temperature": 0.9, "frequency_penalty": 1.5, "logit_bias": {"0": 10, "1": -75, "2": 90}, "logprobs": False, "top_logprobs": 15, "n": 15, "presence_penalty": -1.1, "response_format": "{ "type": "json_mode"}", "seed": 11, "stream_options": [True, "include_usage"], "top_p": 0.5, "tool_choice": "{"type": "function", "function": {"name": "my_function"}}", "parallel_tool_calls": True, "user": "some_user", "signature": "python", "use_custom_keys": True, "tags": True, "drop_params": True}
+json_input = {"messages": [{"content": "Tell me a joke", "role": "user"}], "model": "gpt-4o-mini@openai", "max_tokens": 1024, "stop": ["The End.", " is the answer."], "stream": False, "temperature": 0.9, "frequency_penalty": 1.5, "logit_bias": {"0": 10, "1": -75, "2": 90}, "logprobs": False, "top_logprobs": 15, "n": 15, "presence_penalty": -1.1, "response_format": "{ "type": "json_mode"}", "seed": 11, "stream_options": ["include_usage", True], "top_p": 0.5, "tool_choice": "{"type": "function", "function": {"name": "my_function"}}", "parallel_tool_calls": True, "user": "some_user", "signature": "python", "use_custom_keys": True, "tags": True, "drop_params": True}
 
 response = requests.request("POST", url, json=json_input, headers=headers)
 

api-reference/openapi.json

@@ -3506,8 +3506,8 @@
                         "title": "Stream Options",
                         "description": "Options for streaming response. Only set this when you set `stream: true`.",
                         "example": [
-                            true,
-                            "include_usage"
+                            "include_usage",
+                            true
                         ]
                     },
                     "top_p": {

python/dataset.mdx

@@ -17,10 +17,10 @@ class Dataset()
 ### \_\_init\_\_
 
 ```python
-def __init__(name: str = None,
-             queries: List[Union[str, ChatCompletion]] = None,
+def __init__(queries: List[Union[str, ChatCompletion]] = None,
              extra_fields: Dict[str, List[Any]] = None,
              data: List[Dict[str, Union[ChatCompletion, Any]]] = None,
+             name: str = None,
              auto_sync: bool = False,
              api_key: Optional[str] = None)
 ```
@@ -29,8 +29,6 @@ Initialize a local dataset of LLM queries.
 
 **Arguments**:
 
-- `name` - The name of the dataset.
-
 - `queries` - List of LLM queries to initialize the dataset with.
 
 - `extra_fields` - Dictionary of lists for arbitrary extra fields contained
@@ -41,6 +39,8 @@ Initialize a local dataset of LLM queries.
   "query" and all other keys otherwise coming from the `extra_fields`. This is
   the internal representation used by the class.
 
+- `name` - The name of the dataset.
+
 - `auto_sync` - Whether to automatically keep this dataset fully synchronized
   with the upstream variant at all times.
 
@@ -199,7 +199,7 @@ Saves to dataset to a local .jsonl filepath.
 ### add
 
 ```python
-def add(other: __class__)
+def add(other: Dataset)
 ```
 
 Adds another dataset to this one, return a new Dataset instance, with this
@@ -216,7 +216,7 @@ new dataset receiving all unique queries from the other added dataset.
 ### sub
 
 ```python
-def sub(other: __class__)
+def sub(other: Dataset)
 ```
 
 Subtracts another dataset from this one, return a new Dataset instance, with

python/evaluation.mdx

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

python/exceptions.mdx

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

python/queries/chat.mdx

@@ -207,4 +207,3 @@ 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.chat"></a>
+<a id="queries.multi_llm"></a>

python/queries/multi_llm.mdx

@@ -195,3 +195,4 @@ 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.router_training"></a>
+<a id="utils.efficiency_benchmarks"></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.helpers"></a>
+<a id="utils.evaluators"></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.evaluators"></a>
+<a id="utils.supported_endpoints"></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.supported_endpoints"></a>
+<a id="utils.logging"></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.custom_api_keys"></a>
+<a id="utils.helpers"></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="queries"></a>
+<a id="utils.router_training"></a>

python/utils/logging.mdx

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