[Docs] making documentation consistent (#15069)

llama-index-integrations/readers/llama-index-readers-box/llama_index/readers/box/BoxReader/README.md

@@ -22,9 +22,8 @@ ccg_conf = CCGConfig(
 )
 auth = BoxCCGAuth(ccg_conf)
 client = BoxClient(auth)
-reader = BoxReader(box_client=client)
 
-box_client = BoxClient(auth)
+reader = BoxReader(box_client=client)
 ```
 
 ### Load data
@@ -58,10 +57,10 @@ processes them into a structured format using a SimpleDirectoryReader.
 
 ```python
 # Using a list of file ids
-docs = reader.load_data(file_ids=[test_data["test_csv_id"]])
+docs = reader.load_data(file_ids=["test_csv_id"])
 
 # Using a folder id
-docs = reader.load_data(folder_id=test_data["test_folder_id"])
+docs = reader.load_data(folder_id="test_folder_id")
 ```
 
 ### Load resource

llama-index-integrations/readers/llama-index-readers-box/llama_index/readers/box/BoxReaderAIExtraction/README.md

@@ -4,7 +4,7 @@ A reader class for loading data from Box files using Box AI Extract.
 
 This class inherits from the `BoxReaderBase` class and specializes in
 processing data from Box files using Box AI Extract. It utilizes the
-provided BoxClient object to interact with the Box API and extracts
+provided `BoxClient` object to interact with the Box API and extracts
 data based on a specified AI prompt.
 
 > [!IMPORTANT]

llama-index-integrations/readers/llama-index-readers-box/llama_index/readers/box/BoxReaderAIPrompt/README.md

@@ -37,10 +37,8 @@ reader = BoxReaderAIPrompt(box_client=client)
 
 Extracts data from Box files using a custom AI prompt and creates Document objects.
 
-This method utilizes a user-provided AI prompt to potentially extract
-more specific data from the Box files compared to pre-configured AI
-services like Box AI Extract. It then creates Document objects containing
-the extracted data along with file metadata.
+This method utilizes a user-provided AI prompt to extract data from the Box files.
+It then creates Document objects containing the extracted data along with file metadata.
 
 #### Args:
 

llama-index-integrations/readers/llama-index-readers-box/llama_index/readers/box/BoxReaderTextExtraction/README.md

@@ -79,8 +79,6 @@ Load data from a specific resource.
 #### Args:
 
 - **`resource (str)`**: The resource identifier.
-- **`ai_prompt (str)`**: The custom AI prompt that specifies what data to
-  extract from the files.
 
 #### Returns:
 
@@ -186,45 +184,3 @@ resource = reader.get_resource_info(file_id=test_data["test_csv_id"])
 ```
 
 This loader is designed to be used as a way to load data into [LlamaIndex](https://github.com/run-llama/llama_index/tree/main/llama_index).
-
-## Parameters
-
-### box_client
-
-The Box Client represent the set for a Box API connection. It can be created using either the Client Credential Grant (CCG) or JSON Web Tokens (JWT).
-
-It will cache the access tokens, reusing them for subsequent requests, and automatically refresh them when they expire.
-
-### folder_id
-
-You can extract a folder_id directly from its drive URL.
-
-For example, the folder_id of `https://app.box.com/folder/273980493541` is `273980493541`.
-
-### is_recursive
-
-The reader can transverse the folder recursively to get all the files inside the folder, and its sub-folders.
-
-> [!WARNING]
-> There can be an overwhelming amount of files and folders, at which point the reader becomes impractical.
-
-### file_ids
-
-You can extract a file_id directly from its sharable drive URL.
-
-For example, the file_id of `https://app.box.com/file/1584054196674` is `1584054196674`.
-
-The reader expects a list of file ids as strings to load the files.
-
-<!---
-### query_string
-
-You can also filter the files by the query string e.g.: `query_string="name contains 'test'"`
-It gives more flexibility to filter the documents. More info: https://developers.google.com/drive/api/v3/search-files
---->
-
-## Usage
-
-#### With CCG authentication
-
-This loader is designed to be used as a way to load data into [LlamaIndex](https://github.com/run-llama/llama_index/tree/main/llama_index).