Updated the configuration files to include the preprocessor resource.

llama_stack/templates/bedrock/run.yaml

@@ -130,5 +130,6 @@ tool_groups:
   provider_id: rag-runtime
 - toolgroup_id: builtin::code_interpreter
   provider_id: code-interpreter
+preprocessors: []
 server:
   port: 8321

llama_stack/templates/cerebras/run.yaml

@@ -127,5 +127,6 @@ tool_groups:
   provider_id: rag-runtime
 - toolgroup_id: builtin::code_interpreter
   provider_id: code-interpreter
+preprocessors: []
 server:
   port: 8321

llama_stack/templates/ci-tests/run.yaml

@@ -215,5 +215,6 @@ tool_groups:
   provider_id: rag-runtime
 - toolgroup_id: builtin::code_interpreter
   provider_id: code-interpreter
+preprocessors: []
 server:
   port: 8321

llama_stack/templates/dell/run-with-safety.yaml

@@ -116,5 +116,6 @@ tool_groups:
   provider_id: rag-runtime
 - toolgroup_id: builtin::code_interpreter
   provider_id: code-interpreter
+preprocessors: []
 server:
   port: 8321

llama_stack/templates/dell/run.yaml

@@ -107,5 +107,6 @@ tool_groups:
   provider_id: rag-runtime
 - toolgroup_id: builtin::code_interpreter
   provider_id: code-interpreter
+preprocessors: []
 server:
   port: 8321

llama_stack/templates/dev/run.yaml

@@ -359,5 +359,6 @@ tool_groups:
   provider_id: rag-runtime
 - toolgroup_id: builtin::code_interpreter
   provider_id: code-interpreter
+preprocessors: []
 server:
   port: 8321

llama_stack/templates/fireworks/run-with-safety.yaml

@@ -229,5 +229,6 @@ tool_groups:
   provider_id: rag-runtime
 - toolgroup_id: builtin::code_interpreter
   provider_id: code-interpreter
+preprocessors: []
 server:
   port: 8321

llama_stack/templates/fireworks/run.yaml

@@ -218,5 +218,6 @@ tool_groups:
   provider_id: rag-runtime
 - toolgroup_id: builtin::code_interpreter
   provider_id: code-interpreter
+preprocessors: []
 server:
   port: 8321

llama_stack/templates/groq/run.yaml

@@ -152,5 +152,6 @@ tool_groups:
   provider_id: rag-runtime
 - toolgroup_id: builtin::code_interpreter
   provider_id: code-interpreter
+preprocessors: []
 server:
   port: 8321

llama_stack/templates/hf-endpoint/run-with-safety.yaml

@@ -124,5 +124,6 @@ tool_groups:
   provider_id: rag-runtime
 - toolgroup_id: builtin::code_interpreter
   provider_id: code-interpreter
+preprocessors: []
 server:
   port: 8321

llama_stack/templates/hf-endpoint/run.yaml

@@ -114,5 +114,6 @@ tool_groups:
   provider_id: rag-runtime
 - toolgroup_id: builtin::code_interpreter
   provider_id: code-interpreter
+preprocessors: []
 server:
   port: 8321

llama_stack/templates/hf-serverless/run-with-safety.yaml

@@ -124,5 +124,6 @@ tool_groups:
   provider_id: rag-runtime
 - toolgroup_id: builtin::code_interpreter
   provider_id: code-interpreter
+preprocessors: []
 server:
   port: 8321

llama_stack/templates/hf-serverless/run.yaml

@@ -114,5 +114,6 @@ tool_groups:
   provider_id: rag-runtime
 - toolgroup_id: builtin::code_interpreter
   provider_id: code-interpreter
+preprocessors: []
 server:
   port: 8321

llama_stack/templates/meta-reference-gpu/run-with-safety.yaml

@@ -126,5 +126,6 @@ tool_groups:
   provider_id: rag-runtime
 - toolgroup_id: builtin::code_interpreter
   provider_id: code-interpreter
+preprocessors: []
 server:
   port: 8321

llama_stack/templates/meta-reference-gpu/run.yaml

@@ -115,5 +115,6 @@ tool_groups:
   provider_id: rag-runtime
 - toolgroup_id: builtin::code_interpreter
   provider_id: code-interpreter
+preprocessors: []
 server:
   port: 8321

llama_stack/templates/meta-reference-quantized-gpu/run.yaml

@@ -117,5 +117,6 @@ tool_groups:
   provider_id: rag-runtime
 - toolgroup_id: builtin::code_interpreter
   provider_id: code-interpreter
+preprocessors: []
 server:
   port: 8321

llama_stack/templates/nvidia/run.yaml

@@ -220,5 +220,6 @@ tool_groups:
   provider_id: rag-runtime
 - toolgroup_id: builtin::code_interpreter
   provider_id: code-interpreter
+preprocessors: []
 server:
   port: 8321

llama_stack/templates/ollama/build.yaml

@@ -29,4 +29,7 @@ distribution_spec:
     - inline::code-interpreter
     - inline::rag-runtime
     - remote::model-context-protocol
+    preprocessing:
+    - inline::basic
+    - inline::simple_chunking
 image_type: conda

llama_stack/templates/ollama/ollama.py

@@ -35,6 +35,7 @@ def get_distribution_template() -> DistributionTemplate:
             "inline::rag-runtime",
             "remote::model-context-protocol",
         ],
+        "preprocessing": ["inline::basic", "inline::simple_chunking"],
     }
     name = "ollama"
     inference_provider = Provider(

llama_stack/templates/ollama/run-with-safety.yaml

@@ -5,6 +5,7 @@ apis:
 - datasetio
 - eval
 - inference
+- preprocessing
 - safety
 - scoring
 - telemetry
@@ -85,6 +86,13 @@ providers:
   - provider_id: model-context-protocol
     provider_type: remote::model-context-protocol
     config: {}
+  preprocessing:
+  - provider_id: basic
+    provider_type: inline::basic
+    config: {}
+  - provider_id: simple_chunking
+    provider_type: inline::simple_chunking
+    config: {}
 metadata_store:
   type: sqlite
   db_path: ${env.SQLITE_STORE_DIR:~/.llama/distributions/ollama}/registry.db
@@ -119,5 +127,6 @@ tool_groups:
   provider_id: rag-runtime
 - toolgroup_id: builtin::code_interpreter
   provider_id: code-interpreter
+preprocessors: []
 server:
   port: 8321

llama_stack/templates/ollama/run.yaml

@@ -5,6 +5,7 @@ apis:
 - datasetio
 - eval
 - inference
+- preprocessing
 - safety
 - scoring
 - telemetry
@@ -82,6 +83,13 @@ providers:
   - provider_id: model-context-protocol
     provider_type: remote::model-context-protocol
     config: {}
+  preprocessing:
+  - provider_id: basic
+    provider_type: inline::basic
+    config: {}
+  - provider_id: simple_chunking
+    provider_type: inline::simple_chunking
+    config: {}
 metadata_store:
   type: sqlite
   db_path: ${env.SQLITE_STORE_DIR:~/.llama/distributions/ollama}/registry.db
@@ -108,5 +116,6 @@ tool_groups:
   provider_id: rag-runtime
 - toolgroup_id: builtin::code_interpreter
   provider_id: code-interpreter
+preprocessors: []
 server:
   port: 8321

llama_stack/templates/remote-vllm/run-with-safety.yaml

@@ -126,5 +126,6 @@ tool_groups:
   provider_id: rag-runtime
 - toolgroup_id: builtin::code_interpreter
   provider_id: code-interpreter
+preprocessors: []
 server:
   port: 8321

llama_stack/templates/remote-vllm/run.yaml

@@ -115,5 +115,6 @@ tool_groups:
   provider_id: rag-runtime
 - toolgroup_id: builtin::code_interpreter
   provider_id: code-interpreter
+preprocessors: []
 server:
   port: 8321

llama_stack/templates/sambanova/run.yaml

@@ -171,5 +171,6 @@ tool_groups:
   provider_id: rag-runtime
 - toolgroup_id: builtin::code_interpreter
   provider_id: code-interpreter
+preprocessors: []
 server:
   port: 8321

llama_stack/templates/tgi/run-with-safety.yaml

@@ -114,5 +114,6 @@ tool_groups:
   provider_id: rag-runtime
 - toolgroup_id: builtin::code_interpreter
   provider_id: code-interpreter
+preprocessors: []
 server:
   port: 8321

llama_stack/templates/tgi/run.yaml

@@ -113,5 +113,6 @@ tool_groups:
   provider_id: rag-runtime
 - toolgroup_id: builtin::code_interpreter
   provider_id: code-interpreter
+preprocessors: []
 server:
   port: 8321

llama_stack/templates/together/run-with-safety.yaml

@@ -226,5 +226,6 @@ tool_groups:
   provider_id: rag-runtime
 - toolgroup_id: builtin::code_interpreter
   provider_id: code-interpreter
+preprocessors: []
 server:
   port: 8321

llama_stack/templates/together/run.yaml

@@ -215,5 +215,6 @@ tool_groups:
   provider_id: rag-runtime
 - toolgroup_id: builtin::code_interpreter
   provider_id: code-interpreter
+preprocessors: []
 server:
   port: 8321

llama_stack/templates/vllm-gpu/run.yaml

@@ -117,5 +117,6 @@ tool_groups:
   provider_id: rag-runtime
 - toolgroup_id: builtin::code_interpreter
   provider_id: code-interpreter
+preprocessors: []
 server:
   port: 8321