script for running client sdk tests (#895)

# What does this PR do?
Create a script for running all client-sdk tests on Async Library
client, with the option to generate report


## Test Plan

```
python llama_stack/scripts/run_client_sdk_tests.py --templates together fireworks --report
```



## Before submitting

- [ ] This PR fixes a typo or improves the docs (you can dismiss the
other checks if that's the case).
- [ ] Ran pre-commit to handle lint / formatting issues.
- [ ] Read the [contributor
guideline](https://github.com/meta-llama/llama-stack/blob/main/CONTRIBUTING.md),
      Pull Request section?
- [ ] Updated relevant documentation.
- [ ] Wrote necessary unit or integration tests.

docs/source/concepts/index.md

@@ -13,6 +13,7 @@ A Llama Stack API is described as a collection of REST endpoints. We currently s
 - **DatasetIO**: interface with datasets and data loaders
 - **Scoring**: evaluate outputs of the system
 - **Eval**: generate outputs (via Inference or Agents) and perform scoring
+- **VectorIO**: perform operations on vector stores, such as adding documents, searching, and deleting documents
 - **Telemetry**: collect telemetry data from the system
 
 We are working on adding a few more APIs to complete the application lifecycle. These will include:
@@ -41,6 +42,7 @@ Some of these APIs are associated with a set of **Resources**. Here is the mappi
 - **Safety** is associated with `Shield` resources.
 - **Tool Runtime** is associated with `ToolGroup` resources.
 - **DatasetIO** is associated with `Dataset` resources.
+- **VectorIO** is associated with `VectorDB` resources.
 - **Scoring** is associated with `ScoringFunction` resources.
 - **Eval** is associated with `Model` and `Benchmark` resources.
 

docs/source/distributions/configuration.md

@@ -10,7 +10,7 @@ conda_env: ollama
 apis:
 - agents
 - inference
-- memory
+- vector_io
 - safety
 - telemetry
 providers:
@@ -19,7 +19,7 @@ providers:
     provider_type: remote::ollama
     config:
       url: ${env.OLLAMA_URL:http://localhost:11434}
-  memory:
+  vector_io:
   - provider_id: faiss
     provider_type: inline::faiss
     config: