Update the "InterleavedTextMedia" type (#635)

## What does this PR do?

This is a long-pending change and particularly important to get done
now.

Specifically:
- we cannot "localize" (aka download) any URLs from media attachments
anywhere near our modeling code. it must be done within llama-stack.
- `PIL.Image` is infesting all our APIs via `ImageMedia ->
InterleavedTextMedia` and that cannot be right at all. Anything in the
API surface must be "naturally serializable". We need a standard `{
type: "image", image_url: "<...>" }` which is more extensible
- `UserMessage`, `SystemMessage`, etc. are moved completely to
llama-stack from the llama-models repository.

See https://github.com/meta-llama/llama-models/pull/244 for the
corresponding PR in llama-models.

## Test Plan

```bash
cd llama_stack/providers/tests

pytest -s -v -k "fireworks or ollama or together" inference/test_vision_inference.py
pytest -s -v -k "(fireworks or ollama or together) and llama_3b" inference/test_text_inference.py
pytest -s -v -k chroma memory/test_memory.py \
  --env EMBEDDING_DIMENSION=384 --env CHROMA_DB_PATH=/tmp/foobar

pytest -s -v -k fireworks agents/test_agents.py  \
   --safety-shield=meta-llama/Llama-Guard-3-8B \
   --inference-model=meta-llama/Llama-3.1-8B-Instruct
```

Updated the client sdk (see PR ...), installed the SDK in the same
environment and then ran the SDK tests:

```bash
cd tests/client-sdk
LLAMA_STACK_CONFIG=together pytest -s -v agents/test_agents.py
LLAMA_STACK_CONFIG=ollama pytest -s -v memory/test_memory.py

# this one needed a bit of hacking in the run.yaml to ensure I could register the vision model correctly
INFERENCE_MODEL=llama3.2-vision:latest LLAMA_STACK_CONFIG=ollama pytest -s -v inference/test_inference.py
```

llama_stack/distribution/store/registry.py

@@ -5,7 +5,6 @@
 # the root directory of this source tree.
 
 import asyncio
-import json
 from contextlib import asynccontextmanager
 from typing import Dict, List, Optional, Protocol, Tuple
 
@@ -54,10 +53,7 @@ def _parse_registry_values(values: List[str]) -> List[RoutableObjectWithProvider
     """Utility function to parse registry values into RoutableObjectWithProvider objects."""
     all_objects = []
     for value in values:
-        obj = pydantic.parse_obj_as(
-            RoutableObjectWithProvider,
-            json.loads(value),
-        )
+        obj = pydantic.TypeAdapter(RoutableObjectWithProvider).validate_json(value)
         all_objects.append(obj)
     return all_objects
 
@@ -89,14 +85,7 @@ class DiskDistributionRegistry(DistributionRegistry):
         if not json_str:
             return None
 
-        objects_data = json.loads(json_str)
-        # Return only the first object if any exist
-        if objects_data:
-            return pydantic.parse_obj_as(
-                RoutableObjectWithProvider,
-                json.loads(objects_data),
-            )
-        return None
+        return pydantic.TypeAdapter(RoutableObjectWithProvider).validate_json(json_str)
 
     async def update(self, obj: RoutableObjectWithProvider) -> None:
         await self.kvstore.set(