Merge pull request #732 from mrbullwinkle/mrb_10_09_2024_embeddings

[Azure OpenAI] embeddings update

Author: prmerger-automator[bot]

articles/ai-services/openai/concepts/models.md

@@ -430,10 +430,10 @@ These models can only be used with Embedding API requests.
 
 |  Model ID | Max Request (tokens) | Output Dimensions |Training Data (up-to)
 |---|---| :---:|:---:|:---:|
-| `text-embedding-ada-002` (version 2) |8,191 | 1,536 | Sep 2021 |
+| `text-embedding-ada-002` (version 2) |8,192 | 1,536 | Sep 2021 |
 | `text-embedding-ada-002` (version 1) |2,046 | 1,536 | Sep 2021 |
-| `text-embedding-3-large` | 8,191 | 3,072 |Sep 2021 |
-| `text-embedding-3-small` | 8,191|  1,536 | Sep 2021 |
+| `text-embedding-3-large` | 8,192 | 3,072 |Sep 2021 |
+| `text-embedding-3-small` | 8,192|  1,536 | Sep 2021 |
 
 > [!NOTE]
 > When sending an array of inputs for embedding, the max number of input items in the array per call to the embedding endpoint is 2048.

articles/ai-services/openai/how-to/embeddings.md

@@ -126,8 +126,9 @@ return $response.data.embedding
 
 ### Verify inputs don't exceed the maximum length
 
-- The maximum length of input text for our latest embedding models is 8192 tokens. You should verify that your inputs don't exceed this limit before making a request.
+- The maximum length of input text for our latest embedding models is 8,192 tokens. You should verify that your inputs don't exceed this limit before making a request.
 - If sending an array of inputs in a single embedding request the max array size is 2048.
+- The sum of the token count of the entire array of inputs sent in a single API call is subject to the max token limit of 8192. For example, you cannot send an array of 2,048 inputs with each input having five tokens or more. The total token count of this API request would be 10,240 total tokens, 2,048 tokens over the 8192 per API call token limit.
 
 
 ## Limitations & risks