hailin0 commented on code in PR #9120:
URL: https://github.com/apache/seatunnel/pull/9120#discussion_r2051873417
##########
docs/en/transform-v2/embedding.md:
##########
@@ -10,25 +10,26 @@ different API endpoints.
## Options
-| Name | Type | Required | Default Value |
Description
|
-|----------------------------------|--------|----------|---------------|-------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
-| model_provider | enum | yes | - | The
model provider for embedding. Options may include `QIANFAN`, `OPENAI`, etc.
|
-| api_key | string | yes | - | The
API key required to authenticate with the embedding service.
|
-| secret_key | string | yes | - | The
secret key required for additional authentication with the embedding service.
|
-| single_vectorized_input_number | int | no | 1 | The
number of inputs vectorized in one request. Default is 1.
|
-| vectorization_fields | map | yes | - | A
mapping between input fields and their corresponding output vector fields.
|
-| model | string | yes | - | The
specific model to use for embedding (e.g: `text-embedding-3-small` for OPENAI).
|
-| api_path | string | no | - | The
API endpoint for the embedding service. Typically provided by the model
provider.
|
-| dimension | int | no | - | TThe
vector dimension defaults to 2048. The Embedding-3 model supports custom vector
dimensions, and it is recommended to choose dimensions of 256, 512, 1024, or
2048. |
-| oauth_path | string | no | - | The
API endpoint for the oauth service.
|
-| custom_config | map | no | |
Custom configurations for the model.
|
-| custom_response_parse | string | no | |
Specifies how to parse the response from the model using JsonPath. Example:
`$.choices[*].message.content`.
|
-| custom_request_headers | map | no | |
Custom headers for the request to the model.
|
-| custom_request_body | map | no | |
Custom body for the request. Supports placeholders like `${model}`, `${input}`.
|
+| Name | Type | Required | Default Value |
Description
|
+|--------------------------------|--------|----------|---------------|-------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
+| model_provider | enum | yes | - | The
model provider for embedding. Options may include `AMAZON`, `QIANFAN`,
`OPENAI`, etc.
|
+| api_key | string | yes | - | The API
key required to authenticate with the embedding service.
|
+| secret_key | string | yes | - | The
secret key required for additional authentication with the embedding service.
|
+| region | string | no | | AWS
Region. Required for use Amazon Bedrock model.
|
Review Comment:
```suggestion
| amazon.region | string | no |
| AWS Region. Required for use Amazon Bedrock model.
|
```
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