Twelvelabs fix

docs/integrations/ai-engines/twelvelabs.mdx

@@ -40,7 +40,7 @@ When executing the `CREATE MODEL` statement, the following parameters are suppor
 - `twelve_labs_api_key`: The Twelve Labs API key to use for authentication, if the ML Engine is not provided.
 - `base_url`: The base URL of the Twelve Labs API. This is an optional parameter and defaults to `https://api.twelvelabs.io/v1.2`. 
 - `task`: The task to perform. This is a required parameter and must be one of `search` or `summarization`.
-- `engine_id`: The ID of the Twelve Labs engine to use. This is an optional parameter and defaults to `marengo2.5`. However, certain tasks may require a different engine ID; for instance, the `summarization` task runs only on the Pegasus family of engines. More information about the different engines can be found [here](https://docs.twelvelabs.io/v1.2/docs/engine-options).
+- `engine_id`: The ID of the Twelve Labs engine to use. This is an optional parameter and defaults to `marengo2.6`. However, certain tasks may require a different engine ID; for instance, the `summarization` task runs only on the Pegasus family of engines. More information about the different engines can be found [here](https://docs.twelvelabs.io/v1.2/docs/engine-options).
 - `index_name`: The name of the index to use; if it does not exist, it will be created. This is a required parameter. More information about indexes can be found [here](https://docs.twelvelabs.io/docs/create-indexes).
 - `index_options`: A list of the types of information within the video that will be processed by the video understanding engine. This is a required parameter and can be any combination of `visual`, `conversation`, `text_in_video` and `logo`. More information about index options can be found [here](https://docs.twelvelabs.io/docs/indexing-options). Certain engines support only a subset of these options; for instance, the Pegasus family of engines only support the `visual` and `conversation` options. More information about the about these configurations can be found [here](https://docs.twelvelabs.io/v1.2/docs/create-indexes).
 - `video_urls`: A list of URLs to the videos to be indexed. This is an optional parameter, but if not specified, one of `video_files`, `video_urls_column` or `video_files_column` must be specified instead.
@@ -67,7 +67,7 @@ USING
   index_options = ['visual', 'conversation', 'text_in_video', 'logo'],
   video_urls = ['https://.../video_1.mp4', 'https://.../video_2.mp4'],
   search_options = ['visual', 'conversation', 'text_in_video', 'logo'],
-  query_column = 'query'
+  search_query_column = 'query'
 ```
 
 As mentioned above, the `search_options` parameter is specific to the `search` task and should be a subset of `index_options`.
@@ -99,7 +99,7 @@ FROM mindsdb.twelve_labs_search
 WHERE query = 'search query';
 ```
 
-Here, the `query` column is the name of the column containing the search queries as specified in the `query_column` parameter of the `CREATE MODEL` statement.
+Here, the `query` column is the name of the column containing the search queries as specified in the `search_query_column` parameter of the `CREATE MODEL` statement.
 
 Note: At the moment, only a single query can be specified in the `WHERE` clause of the query. The `JOIN` clause for making multiple predictions will be added in a future release.
 

mindsdb/integrations/handlers/twelve_labs_handler/README.md

@@ -30,7 +30,7 @@ When executing the `CREATE MODEL` statement, the following parameters are suppor
 - `twelve_labs_api_key`: The Twelve Labs API key to use for authentication, if the ML Engine is not provided.
 - `base_url`: The base URL of the Twelve Labs API. This is an optional parameter and defaults to `https://api.twelvelabs.io/v1.2`. 
 - `task`: The task to perform. This is a required parameter and must be one of `search` or `summarization`.
-- `engine_id`: The ID of the Twelve Labs engine to use. This is an optional parameter and defaults to `marengo2.5`. However, certain tasks may require a different engine ID; for instance, the `summarization` task runs only on the Pegasus family of engines. More information about the different engines can be found [here](https://docs.twelvelabs.io/v1.2/docs/engine-options).
+- `engine_id`: The ID of the Twelve Labs engine to use. This is an optional parameter and defaults to `marengo2.6`. However, certain tasks may require a different engine ID; for instance, the `summarization` task runs only on the Pegasus family of engines. More information about the different engines can be found [here](https://docs.twelvelabs.io/v1.2/docs/engine-options).
 - `index_name`: The name of the index to use; if it does not exist, it will be created. This is a required parameter. More information about indexes can be found [here](https://docs.twelvelabs.io/docs/create-indexes).
 - `index_options`: A list of the types of information within the video that will be processed by the video understanding engine. This is a required parameter and can be any combination of `visual`, `conversation`, `text_in_video` and `logo`. More information about index options can be found [here](https://docs.twelvelabs.io/docs/indexing-options). Certain engines support only a subset of these options; for instance, the Pegasus family of engines only support the `visual` and `conversation` options. More information about the about these configurations can be found [here](https://docs.twelvelabs.io/v1.2/docs/create-indexes).
 - `video_urls`: A list of URLs to the videos to be indexed. This is an optional parameter, but if not specified, one of `video_files`, `video_urls_column` or `video_files_column` must be specified instead.
@@ -87,7 +87,7 @@ FROM mindsdb.twelve_labs_search
 WHERE query = 'search query';
 ```
 
-Here, the `query` column is the name of the column containing the search queries as specified in the `query_column` parameter of the `CREATE MODEL` statement.
+Here, the `query` column is the name of the column containing the search queries as specified in the `search_query_column` parameter of the `CREATE MODEL` statement.
 
 Note: At the moment, only a single query can be specified in the `WHERE` clause of the query. The `JOIN` clause for making multiple predictions will be added in a future release.
 

mindsdb/integrations/handlers/twelve_labs_handler/settings.py

@@ -258,9 +258,8 @@ class TwelveLabsHandlerConfig(BaseSettings):
     DEFAULT_WAIT_DURATION : int
         Default wait duration when polling video indexing tasks created via the Twelve Labs API.
     """
-
     BASE_URL: str = "https://api.twelvelabs.io/v1.2"
-    DEFAULT_ENGINE: str = "marengo2.5"
+    DEFAULT_ENGINE: str = "marengo2.6"
     DEFAULT_WAIT_DURATION: int = 5
 
 

mindsdb/integrations/handlers/twelve_labs_handler/twelve_labs_api_client.py

@@ -64,7 +64,7 @@ def create_index(self, index_name: str, index_options: List[str], engine_id: Opt
         body = {
             "index_name": index_name,
             "engines": [{
-                "engine_name": engine_id if engine_id else twelve_labs_handler_config.DEFAULT_ENGINE_ID,
+                "engine_name": engine_id if engine_id else twelve_labs_handler_config.DEFAULT_ENGINE,
                 "engine_options": index_options
             }],
             "addons": addons,