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docs(snowflake): add Cortex Search, Agents, and v1 API base URLs

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docs/my-website/docs/providers/snowflake.md
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@ -8,10 +8,20 @@ import TabItem from '@theme/TabItem';
| Description | The Snowflake Cortex LLM REST API lets you access the COMPLETE and EMBED functions via HTTP POST requests |
| Provider Route on LiteLLM | `snowflake/` |
| Link to Provider Doc | [Snowflake ↗](https://docs.snowflake.com/en/user-guide/snowflake-cortex/cortex-llm-rest-api) |
| Base URLs | `https://{account-id}.snowflakecomputing.com/api/v2/cortex/inference:complete`,`https://{account-id}.snowflakecomputing.com/api/v2/cortex/inference:embed`|
| Base URLs | **Cortex LLM (v1):** `https://{account-id}.snowflakecomputing.com/api/v2/cortex/v1` <br/> **Cortex Search:** `https://{account-id}.snowflakecomputing.com/api/v2/databases/{db}/schemas/{schema}/cortex-search-services/{service}:query` <br/> **Cortex Agents:** `https://{account-id}.snowflakecomputing.com/api/v2/databases/{db}/schemas/{schema}/agents` <br/> **Cortex inference (COMPLETE/EMBED):** `https://{account-id}.snowflakecomputing.com/api/v2/cortex/inference:complete`, `https://{account-id}.snowflakecomputing.com/api/v2/cortex/inference:embed` |
| Supported OpenAI Endpoints | `/chat/completions`, `/completions`, `/embeddings` |
## Available APIs
Snowflake Cortex exposes three REST API surfaces:
| API | Endpoint Pattern | Description | Reference |
|-----|-----------------|-------------|-----------|
| **Cortex LLM (v1)** | `POST /api/v2/cortex/v1/chat/completions` <br/> `POST /api/v2/cortex/v1/messages` | OpenAI-compatible chat completions and Anthropic-compatible messages. Supports all Cortex models. | [Cortex REST API ↗](https://docs.snowflake.com/en/user-guide/snowflake-cortex/cortex-rest-api) |
| **Cortex Search** | `POST /api/v2/databases/{db}/schemas/{schema}/cortex-search-services/{service}:query` | Query a Cortex Search Service for low-latency semantic/hybrid search. | [Query Cortex Search ↗](https://docs.snowflake.com/en/user-guide/snowflake-cortex/cortex-search/query-cortex-search-service) |
| **Cortex Agents** | `POST /api/v2/databases/{db}/schemas/{schema}/agents` <br/> `GET /api/v2/databases/{db}/schemas/{schema}/agents/{name}` <br/> `PUT /api/v2/databases/{db}/schemas/{schema}/agents/{name}` <br/> `DELETE /api/v2/databases/{db}/schemas/{schema}/agents/{name}` | Create, manage, and interact with Cortex Agent objects. | [Cortex Agents REST API ↗](https://docs.snowflake.com/en/user-guide/snowflake-cortex/cortex-agents-rest-api) |
## Supported OpenAI Parameters
```
"temperature",