diff --git a/llama_stack/providers/inline/memory/faiss/config.py b/llama_stack/providers/inline/memory/faiss/config.py
index d82104477..00b387607 100644
--- a/llama_stack/providers/inline/memory/faiss/config.py
+++ b/llama_stack/providers/inline/memory/faiss/config.py
@@ -20,7 +20,7 @@ class FaissImplConfig(BaseModel):
     kvstore: KVStoreConfig
 
     @classmethod
-    def sample_run_config(cls, __distro_dir__: str) -> Dict[str, Any]:
+    def sample_run_config(cls, __distro_dir__: str = "runtime") -> Dict[str, Any]:
         return {
             "kvstore": SqliteKVStoreConfig.sample_run_config(
                 __distro_dir__=__distro_dir__,
diff --git a/llama_stack/templates/together/run.yaml b/llama_stack/templates/together/run.yaml
index d151c96c4..07aeb62f3 100644
--- a/llama_stack/templates/together/run.yaml
+++ b/llama_stack/templates/together/run.yaml
@@ -25,13 +25,7 @@ providers:
       kvstore:
         type: sqlite
         namespace: null
-        db_path: ${env.SQLITE_STORE_DIR:~/.llama/distributions/together}/faiss_store.db
-  - provider_id: chromadb
-    provider_type: remote::chromadb
-    config: {}
-  - provider_id: pgvector
-    provider_type: remote::pgvector
-    config: {}
+        db_path: ${env.SQLITE_STORE_DIR:~/.llama/runtime}/faiss_store.db
   safety:
   - provider_id: llama-guard
     provider_type: inline::llama-guard
diff --git a/llama_stack/templates/together/together.py b/llama_stack/templates/together/together.py
index c33a5b4e7..0ea9deefe 100644
--- a/llama_stack/templates/together/together.py
+++ b/llama_stack/templates/together/together.py
@@ -9,6 +9,7 @@ from pathlib import Path
 from llama_models.sku_list import all_registered_models
 
 from llama_stack.distribution.datatypes import ModelInput, Provider, ShieldInput
+from llama_stack.providers.inline.memory.faiss.config import FaissImplConfig
 from llama_stack.providers.remote.inference.together import TogetherImplConfig
 from llama_stack.providers.remote.inference.together.together import MODEL_ALIASES
 
@@ -32,6 +33,11 @@ def get_distribution_template() -> DistributionTemplate:
         provider_type="remote::together",
         config=TogetherImplConfig.sample_run_config(),
     )
+    memory_provider = Provider(
+        provider_id="faiss",
+        provider_type="inline::faiss",
+        config=FaissImplConfig.sample_run_config(),
+    )
 
     core_model_to_hf_repo = {
         m.descriptor(): m.huggingface_repo for m in all_registered_models()
@@ -56,6 +62,7 @@ def get_distribution_template() -> DistributionTemplate:
             "run.yaml": RunConfigSettings(
                 provider_overrides={
                     "inference": [inference_provider],
+                    "memory": [memory_provider],
                 },
                 default_models=default_models,
                 default_shields=[ShieldInput(shield_id="meta-llama/Llama-Guard-3-8B")],