From 7c2c9b76281075d0c54f31792e2fb54192b39745 Mon Sep 17 00:00:00 2001 From: Jordan Dubrick Date: Wed, 4 Mar 2026 13:14:27 -0500 Subject: [PATCH 01/18] separate config files into logical directories Signed-off-by: Jordan Dubrick --- lightspeed-core-configs/lightspeed-stack.yaml | 36 +++ llama-stack-configs/0.2.18/run.yaml | 250 ++++++++++++++++++ llama-stack-configs/0.3.5/run-no-guard.yaml | 134 ++++++++++ llama-stack-configs/0.3.5/run.yaml | 153 +++++++++++ llama-stack-configs/0.4.3/run-no-guard.yaml | 136 ++++++++++ llama-stack-configs/0.4.3/run.yaml | 155 +++++++++++ llama-stack-configs/README.md | 3 + 7 files changed, 867 insertions(+) create mode 100644 lightspeed-core-configs/lightspeed-stack.yaml create mode 100644 llama-stack-configs/0.2.18/run.yaml create mode 100644 llama-stack-configs/0.3.5/run-no-guard.yaml create mode 100644 llama-stack-configs/0.3.5/run.yaml create mode 100644 llama-stack-configs/0.4.3/run-no-guard.yaml create mode 100644 llama-stack-configs/0.4.3/run.yaml create mode 100644 llama-stack-configs/README.md diff --git a/lightspeed-core-configs/lightspeed-stack.yaml b/lightspeed-core-configs/lightspeed-stack.yaml new file mode 100644 index 0000000..8af5985 --- /dev/null +++ b/lightspeed-core-configs/lightspeed-stack.yaml @@ -0,0 +1,36 @@ +# +# +# Copyright Red Hat +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +name: Lightspeed Core Service (LCS) +service: + host: 0.0.0.0 + port: 8080 + auth_enabled: false + workers: 1 + color_log: true + access_log: true +llama_stack: + use_as_library_client: false + url: http://host.docker.internal:8321 # If running locally by spinning up 2 containers, use this + # url: http://localhost:8321 # If running in cluster, use this +user_data_collection: + feedback_enabled: false + feedback_storage: '/tmp/data/feedback' +authentication: + module: 'noop' +conversation_cache: + type: 'sqlite' + sqlite: + db_path: '/tmp/cache.db' diff --git a/llama-stack-configs/0.2.18/run.yaml b/llama-stack-configs/0.2.18/run.yaml new file mode 100644 index 0000000..d38c1d6 --- /dev/null +++ b/llama-stack-configs/0.2.18/run.yaml @@ -0,0 +1,250 @@ +# +# +# Copyright Red Hat +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +version: 1 +image_name: redhat-ai-dev-llama-stack + +apis: + - agents + - datasetio + - eval + - inference + - post_training + - safety + - scoring + - telemetry + - tool_runtime + - vector_io +benchmarks: [] +container_image: +datasets: [] +external_providers_dir: '/app-root/config/providers.d' +inference_store: + db_path: .llama/distributions/ollama/inference_store.db + type: sqlite +logging: +metadata_store: + db_path: .llama/distributions/ollama/registry.db + namespace: + type: sqlite +models: + - model_id: sentence-transformers/all-mpnet-base-v2 + metadata: + embedding_dimension: 768 + model_type: embedding + provider_id: sentence-transformers + provider_model_id: '/app-root/embeddings_model' +providers: + agents: + - config: + persistence_store: + db_path: .llama/distributions/ollama/agents_store.db + namespace: + type: sqlite + responses_store: + db_path: .llama/distributions/ollama/responses_store.db + type: sqlite + provider_id: meta-reference + provider_type: inline::meta-reference + datasetio: + - config: + kvstore: + db_path: .llama/distributions/ollama/huggingface_datasetio.db + namespace: + type: sqlite + provider_id: huggingface + provider_type: remote::huggingface + - config: + kvstore: + db_path: .llama/distributions/ollama/localfs_datasetio.db + namespace: + type: sqlite + provider_id: localfs + provider_type: inline::localfs + eval: + - config: + kvstore: + db_path: .llama/distributions/ollama/meta_reference_eval.db + namespace: + type: sqlite + provider_id: meta-reference + provider_type: inline::meta-reference + inference: + - provider_id: ${env.ENABLE_VLLM:+vllm} + provider_type: remote::vllm + config: + url: ${env.VLLM_URL:=} + api_token: ${env.VLLM_API_KEY:=} + max_tokens: ${env.VLLM_MAX_TOKENS:=4096} + tls_verify: ${env.VLLM_TLS_VERIFY:=true} + - provider_id: ${env.ENABLE_OLLAMA:+ollama} + provider_type: remote::ollama + config: + url: ${env.OLLAMA_URL:=http://localhost:11434} + - provider_id: ${env.ENABLE_OPENAI:+openai} + provider_type: remote::openai + config: + api_key: ${env.OPENAI_API_KEY:=} + - provider_id: ${env.ENABLE_VERTEX_AI:+vertexai} + provider_type: remote::vertexai + config: + project: ${env.VERTEX_AI_PROJECT:=} + location: ${env.VERTEX_AI_LOCATION:=us-central1} + - provider_id: sentence-transformers + provider_type: inline::sentence-transformers + config: {} + post_training: + - config: + checkpoint_format: huggingface + device: cpu + distributed_backend: + dpo_output_dir: '.' + provider_id: huggingface + provider_type: inline::huggingface + safety: + - config: + excluded_categories: [] + provider_id: llama-guard + provider_type: inline::llama-guard + - provider_id: lightspeed_question_validity + provider_type: inline::lightspeed_question_validity + config: + model_id: ${env.VALIDATION_PROVIDER:=vllm}/${env.VALIDATION_MODEL_NAME} + model_prompt: |- + Instructions: + + You area question classification tool. You are an expert in the following categories: + - Backstage + - Red Hat Developer Hub (RHDH) + - Developer Lightspeed + - Lightspeed + - Artificial Intelligence (AI) Models + - Large Language Models (LLMs) + - Kubernetes + - Openshift + - CI/CD + - GitOps + - Pipelines + - Developer Portals + - Deployments + - Software Catalogs + - Software Templates + - Tech Docs + + Your job is to determine if a user's question is related to the categories you are an expert in. If the question is related to those categories, \ + or any features that may be related to those categories, you will answer with ${allowed}. + + If a question is not related to your expert categories, answer with ${rejected}. + + You do not need to explain your answer. + + Below are some example questions: + Example Question: + Why is the sky blue? + Example Response: + ${rejected} + + Example Question: + Can you help configure my cluster to automatically scale? + Example Response: + ${allowed} + + Example Question: + How do I create import an existing software template in Backstage? + Example Response: + ${allowed} + + Example Question: + How do I accomplish a task in RHDH? + Example Response: + ${allowed} + + Example Question: + How do I explore a component in RHDH catalog? + Example Response: + ${allowed} + + Example Question: + How can I integrate GitOps into my pipeline? + Example Response: + ${allowed} + + Question: + ${message} + Response: + invalid_question_response: |- + Hi, I'm the Red Hat Developer Hub Lightspeed assistant, I can help you with questions about Red Hat Developer Hub or Backstage. + Please ensure your question is about these topics, and feel free to ask again! + scoring: + - config: {} + provider_id: basic + provider_type: inline::basic + - config: {} + provider_id: llm-as-judge + provider_type: inline::llm-as-judge + - config: + openai_api_key: '********' + provider_id: braintrust + provider_type: inline::braintrust + telemetry: + - config: + service_name: 'lightspeed-stack-telemetry' + sinks: sqlite + sqlite_db_path: .llama/distributions/ollama/trace_store.db + provider_id: meta-reference + provider_type: inline::meta-reference + tool_runtime: + - provider_id: model-context-protocol + provider_type: remote::model-context-protocol + config: {} + - provider_id: rag-runtime + provider_type: inline::rag-runtime + config: {} + vector_io: + - config: + kvstore: + db_path: .llama/distributions/ollama/faiss_store.db + namespace: + type: sqlite + provider_id: faiss + provider_type: inline::faiss + - provider_id: rhdh-docs + provider_type: inline::faiss + config: + kvstore: + type: sqlite + namespace: + db_path: /app-root/vector_db/rhdh_product_docs/1.8/faiss_store.db +scoring_fns: [] +server: + auth: + host: + port: 8321 + quota: + tls_cafile: + tls_certfile: + tls_keyfile: +shields: + - shield_id: lightspeed_question_validity-shield + provider_id: lightspeed_question_validity +tool_groups: + - provider_id: rag-runtime + toolgroup_id: builtin::rag + description: 'Only use for questions specifically about Red Hat Developer Hub (RHDH). Searches technical documentation for RHDH installation, discovery, configuration, release, upgrade, control access, integration, observability, and extending with plugins. Do not use for any other topic outside RHDH.' +vector_dbs: + - embedding_dimension: 768 + embedding_model: sentence-transformers/all-mpnet-base-v2 + provider_id: rhdh-docs + vector_db_id: rhdh-product-docs-1_8 \ No newline at end of file diff --git a/llama-stack-configs/0.3.5/run-no-guard.yaml b/llama-stack-configs/0.3.5/run-no-guard.yaml new file mode 100644 index 0000000..85cde44 --- /dev/null +++ b/llama-stack-configs/0.3.5/run-no-guard.yaml @@ -0,0 +1,134 @@ +# +# +# Copyright Red Hat +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +version: 2 +image_name: redhat-ai-dev-llama-stack-no-guard +apis: + - agents + - inference + - safety + - tool_runtime + - vector_io + - files +container_image: +external_providers_dir: +providers: + agents: + - config: + persistence: + agent_state: + namespace: agents + backend: kv_default + responses: + table_name: responses + backend: sql_default + provider_id: meta-reference + provider_type: inline::meta-reference + inference: + - provider_id: ${env.ENABLE_VLLM:+vllm} + provider_type: remote::vllm + config: + url: ${env.VLLM_URL:=} + api_token: ${env.VLLM_API_KEY:=} + max_tokens: ${env.VLLM_MAX_TOKENS:=4096} + tls_verify: ${env.VLLM_TLS_VERIFY:=true} + - provider_id: ${env.ENABLE_OLLAMA:+ollama} + provider_type: remote::ollama + config: + url: ${env.OLLAMA_URL:=http://localhost:11434} + - provider_id: ${env.ENABLE_OPENAI:+openai} + provider_type: remote::openai + config: + api_key: ${env.OPENAI_API_KEY:=} + - provider_id: ${env.ENABLE_VERTEX_AI:+vertexai} + provider_type: remote::vertexai + config: + project: ${env.VERTEX_AI_PROJECT:=} + location: ${env.VERTEX_AI_LOCATION:=us-central1} + - provider_id: sentence-transformers + provider_type: inline::sentence-transformers + config: {} + tool_runtime: + - provider_id: model-context-protocol + provider_type: remote::model-context-protocol + config: {} + - provider_id: rag-runtime + provider_type: inline::rag-runtime + config: {} + vector_io: + - provider_id: faiss + provider_type: inline::faiss + config: + persistence: + namespace: vector_io::faiss + backend: faiss_kv + files: + - provider_id: localfs + provider_type: inline::localfs + config: + storage_dir: /tmp/llama-stack-files + metadata_store: + table_name: files_metadata + backend: sql_files +storage: + backends: + kv_default: + type: kv_sqlite + db_path: /tmp/kvstore.db + sql_default: + type: sql_sqlite + db_path: /tmp/sql_store.db + sql_files: + type: sql_sqlite + db_path: /rag-content/vector_db/rhdh_product_docs/1.9/files_metadata.db + faiss_kv: + type: kv_sqlite + db_path: /rag-content/vector_db/rhdh_product_docs/1.9/faiss_store.db + stores: + metadata: + namespace: registry + backend: faiss_kv + inference: + table_name: inference_store + backend: sql_default + max_write_queue_size: 10000 + num_writers: 4 + conversations: + table_name: openai_conversations + backend: sql_default +registered_resources: + models: + - model_id: sentence-transformers/all-mpnet-base-v2 + metadata: + embedding_dimension: 768 + model_type: embedding + provider_id: sentence-transformers + provider_model_id: /rag-content/embeddings_model + tool_groups: + - provider_id: rag-runtime + toolgroup_id: builtin::rag + vector_dbs: + - vector_db_id: rhdh-product-docs-1_8 + embedding_model: sentence-transformers/all-mpnet-base-v2 + embedding_dimension: 768 + provider_id: faiss +server: + auth: + host: + port: 8321 + quota: + tls_cafile: + tls_certfile: + tls_keyfile: \ No newline at end of file diff --git a/llama-stack-configs/0.3.5/run.yaml b/llama-stack-configs/0.3.5/run.yaml new file mode 100644 index 0000000..3dbbfc0 --- /dev/null +++ b/llama-stack-configs/0.3.5/run.yaml @@ -0,0 +1,153 @@ +# +# +# Copyright Red Hat +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +version: 2 +image_name: redhat-ai-dev-llama-stack +apis: + - agents + - inference + - safety + - tool_runtime + - vector_io + - files +container_image: +external_providers_dir: +providers: + agents: + - config: + persistence: + agent_state: + namespace: agents + backend: kv_default + responses: + table_name: responses + backend: sql_default + provider_id: meta-reference + provider_type: inline::meta-reference + inference: + - provider_id: ${env.ENABLE_VLLM:+vllm} + provider_type: remote::vllm + config: + url: ${env.VLLM_URL:=} + api_token: ${env.VLLM_API_KEY:=} + max_tokens: ${env.VLLM_MAX_TOKENS:=4096} + tls_verify: ${env.VLLM_TLS_VERIFY:=true} + - provider_id: ${env.ENABLE_OLLAMA:+ollama} + provider_type: remote::ollama + config: + url: ${env.OLLAMA_URL:=http://localhost:11434} + - provider_id: ${env.ENABLE_OPENAI:+openai} + provider_type: remote::openai + config: + api_key: ${env.OPENAI_API_KEY:=} + - provider_id: ${env.ENABLE_VERTEX_AI:+vertexai} + provider_type: remote::vertexai + config: + project: ${env.VERTEX_AI_PROJECT:=} + location: ${env.VERTEX_AI_LOCATION:=us-central1} + - provider_id: safety-guard + provider_type: remote::vllm + config: + url: ${env.SAFETY_URL:=http://host.docker.internal:11434/v1} + api_token: ${env.SAFETY_API_KEY:=token} + - provider_id: sentence-transformers + provider_type: inline::sentence-transformers + config: {} + safety: + - provider_id: llama-guard + provider_type: inline::llama-guard + config: + excluded_categories: [] + tool_runtime: + - provider_id: model-context-protocol + provider_type: remote::model-context-protocol + config: {} + - provider_id: rag-runtime + provider_type: inline::rag-runtime + config: {} + vector_io: + - provider_id: faiss + provider_type: inline::faiss + config: + persistence: + namespace: vector_io::faiss + backend: faiss_kv + files: + - provider_id: localfs + provider_type: inline::localfs + config: + storage_dir: /tmp/llama-stack-files + metadata_store: + table_name: files_metadata + backend: sql_files +storage: + backends: + kv_default: + type: kv_sqlite + db_path: /tmp/kvstore.db + sql_default: + type: sql_sqlite + db_path: /tmp/sql_store.db + sql_files: + type: sql_sqlite + db_path: /rag-content/vector_db/rhdh_product_docs/1.9/files_metadata.db + faiss_kv: + type: kv_sqlite + db_path: /rag-content/vector_db/rhdh_product_docs/1.9/faiss_store.db + stores: + metadata: + namespace: registry + backend: faiss_kv + inference: + table_name: inference_store + backend: sql_default + max_write_queue_size: 10000 + num_writers: 4 + conversations: + table_name: openai_conversations + backend: sql_default +registered_resources: + models: + - model_id: sentence-transformers/all-mpnet-base-v2 + metadata: + embedding_dimension: 768 + model_type: embedding + provider_id: sentence-transformers + provider_model_id: /rag-content/embeddings_model + - model_id: ${env.SAFETY_MODEL:=llama-guard3:8b} + provider_id: safety-guard + provider_model_id: ${env.SAFETY_MODEL:=llama-guard3:8b} + model_type: llm + metadata: {} + shields: + - shield_id: llama-guard-shield + provider_id: llama-guard + provider_shield_id: safety-guard/${env.SAFETY_MODEL:=llama-guard3:8b} + tool_groups: + - provider_id: rag-runtime + toolgroup_id: builtin::rag + vector_dbs: + - vector_db_id: rhdh-product-docs-1_8 + embedding_model: sentence-transformers/all-mpnet-base-v2 + embedding_dimension: 768 + provider_id: faiss +server: + auth: + host: + port: 8321 + quota: + tls_cafile: + tls_certfile: + tls_keyfile: \ No newline at end of file diff --git a/llama-stack-configs/0.4.3/run-no-guard.yaml b/llama-stack-configs/0.4.3/run-no-guard.yaml new file mode 100644 index 0000000..b288d13 --- /dev/null +++ b/llama-stack-configs/0.4.3/run-no-guard.yaml @@ -0,0 +1,136 @@ +# +# +# Copyright Red Hat +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +version: 3 +image_name: redhat-ai-dev-llama-stack-no-guard +apis: + - agents + - inference + - safety + - tool_runtime + - vector_io + - files +container_image: +external_providers_dir: +providers: + agents: + - config: + persistence: + agent_state: + namespace: agents + backend: kv_default + responses: + table_name: responses + backend: sql_default + provider_id: meta-reference + provider_type: inline::meta-reference + inference: + - provider_id: ${env.ENABLE_VLLM:+vllm} + provider_type: remote::vllm + config: + base_url: ${env.VLLM_URL:=} + api_token: ${env.VLLM_API_KEY:=} + max_tokens: ${env.VLLM_MAX_TOKENS:=4096} + tls_verify: ${env.VLLM_TLS_VERIFY:=true} + - provider_id: ${env.ENABLE_OLLAMA:+ollama} + provider_type: remote::ollama + config: + base_url: ${env.OLLAMA_URL:=http://localhost:11434/v1} + - provider_id: ${env.ENABLE_OPENAI:+openai} + provider_type: remote::openai + config: + api_key: ${env.OPENAI_API_KEY:=} + - provider_id: ${env.ENABLE_VERTEX_AI:+vertexai} + provider_type: remote::vertexai + config: + project: ${env.VERTEX_AI_PROJECT:=} + location: ${env.VERTEX_AI_LOCATION:=us-central1} + - provider_id: sentence-transformers + provider_type: inline::sentence-transformers + config: {} + tool_runtime: + - provider_id: model-context-protocol + provider_type: remote::model-context-protocol + config: {} + - provider_id: rag-runtime + provider_type: inline::rag-runtime + config: {} + vector_io: + - provider_id: rhdh-docs + provider_type: inline::faiss + config: + persistence: + namespace: vector_io::faiss + backend: kv_rag + files: + - provider_id: localfs + provider_type: inline::localfs + config: + storage_dir: /tmp/llama-stack-files + metadata_store: + table_name: files_metadata + backend: sql_default +storage: + backends: + kv_default: + type: kv_sqlite + db_path: /tmp/kvstore.db + sql_default: + type: sql_sqlite + db_path: /tmp/sql_store.db + kv_rag: + type: kv_sqlite + db_path: /rag-content/vector_db/rhdh_product_docs/1.9/faiss_store.db + stores: + metadata: + namespace: registry + backend: kv_default + inference: + table_name: inference_store + backend: sql_default + max_write_queue_size: 10000 + num_writers: 4 + conversations: + table_name: openai_conversations + backend: sql_default +registered_resources: + models: + - model_id: sentence-transformers/all-mpnet-base-v2 + metadata: + embedding_dimension: 768 + model_type: embedding + provider_id: sentence-transformers + provider_model_id: /rag-content/embeddings_model + tool_groups: + - provider_id: rag-runtime + toolgroup_id: builtin::rag + vector_stores: + - vector_store_id: vs_3d4808b2-5f00-4de6-baa3-c86752cf827c # see readme for this value + embedding_model: sentence-transformers//rag-content/embeddings_model + embedding_dimension: 768 + provider_id: rhdh-docs +vector_stores: + default_provider_id: rhdh-docs + default_embedding_model: + provider_id: sentence-transformers + model_id: /rag-content/embeddings_model +server: + auth: + host: + port: 8321 + quota: + tls_cafile: + tls_certfile: + tls_keyfile: \ No newline at end of file diff --git a/llama-stack-configs/0.4.3/run.yaml b/llama-stack-configs/0.4.3/run.yaml new file mode 100644 index 0000000..f0489a6 --- /dev/null +++ b/llama-stack-configs/0.4.3/run.yaml @@ -0,0 +1,155 @@ +# +# +# Copyright Red Hat +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +version: 3 +image_name: redhat-ai-dev-llama-stack +apis: + - agents + - inference + - safety + - tool_runtime + - vector_io + - files +container_image: +external_providers_dir: +providers: + agents: + - config: + persistence: + agent_state: + namespace: agents + backend: kv_default + responses: + table_name: responses + backend: sql_default + provider_id: meta-reference + provider_type: inline::meta-reference + inference: + - provider_id: ${env.ENABLE_VLLM:+vllm} + provider_type: remote::vllm + config: + base_url: ${env.VLLM_URL:=} + api_token: ${env.VLLM_API_KEY:=} + max_tokens: ${env.VLLM_MAX_TOKENS:=4096} + tls_verify: ${env.VLLM_TLS_VERIFY:=true} + - provider_id: ${env.ENABLE_OLLAMA:+ollama} + provider_type: remote::ollama + config: + base_url: ${env.OLLAMA_URL:=http://localhost:11434/v1} + - provider_id: ${env.ENABLE_OPENAI:+openai} + provider_type: remote::openai + config: + api_key: ${env.OPENAI_API_KEY:=} + - provider_id: ${env.ENABLE_VERTEX_AI:+vertexai} + provider_type: remote::vertexai + config: + project: ${env.VERTEX_AI_PROJECT:=} + location: ${env.VERTEX_AI_LOCATION:=us-central1} + - provider_id: safety-guard + provider_type: remote::vllm + config: + base_url: ${env.SAFETY_URL:=http://host.docker.internal:11434/v1} + api_token: ${env.SAFETY_API_KEY:=token} + - provider_id: sentence-transformers + provider_type: inline::sentence-transformers + config: {} + safety: + - provider_id: llama-guard + provider_type: inline::llama-guard + config: + excluded_categories: [] + tool_runtime: + - provider_id: model-context-protocol + provider_type: remote::model-context-protocol + config: {} + - provider_id: rag-runtime + provider_type: inline::rag-runtime + config: {} + vector_io: + - provider_id: rhdh-docs + provider_type: inline::faiss + config: + persistence: + namespace: vector_io::faiss + backend: kv_rag + files: + - provider_id: localfs + provider_type: inline::localfs + config: + storage_dir: /tmp/llama-stack-files + metadata_store: + table_name: files_metadata + backend: sql_default +storage: + backends: + kv_default: + type: kv_sqlite + db_path: /tmp/kvstore.db + sql_default: + type: sql_sqlite + db_path: /tmp/sql_store.db + kv_rag: + type: kv_sqlite + db_path: /rag-content/vector_db/rhdh_product_docs/1.9/faiss_store.db + stores: + metadata: + namespace: registry + backend: kv_default + inference: + table_name: inference_store + backend: sql_default + max_write_queue_size: 10000 + num_writers: 4 + conversations: + table_name: openai_conversations + backend: sql_default +registered_resources: + models: + - model_id: sentence-transformers/all-mpnet-base-v2 + metadata: + embedding_dimension: 768 + model_type: embedding + provider_id: sentence-transformers + provider_model_id: /rag-content/embeddings_model + - model_id: ${env.SAFETY_MODEL:=llama-guard3:8b} + provider_id: safety-guard + provider_model_id: ${env.SAFETY_MODEL:=llama-guard3:8b} + model_type: llm + metadata: {} + shields: + - shield_id: llama-guard-shield + provider_id: llama-guard + provider_shield_id: safety-guard/${env.SAFETY_MODEL:=llama-guard3:8b} + tool_groups: + - provider_id: rag-runtime + toolgroup_id: builtin::rag + vector_stores: + - vector_store_id: vs_3d4808b2-5f00-4de6-baa3-c86752cf827c # see readme for this value + embedding_model: sentence-transformers//rag-content/embeddings_model + embedding_dimension: 768 + provider_id: rhdh-docs +vector_stores: + default_provider_id: rhdh-docs + default_embedding_model: + provider_id: sentence-transformers + model_id: /rag-content/embeddings_model +server: + auth: + host: + port: 8321 + quota: + tls_cafile: + tls_certfile: + tls_keyfile: \ No newline at end of file diff --git a/llama-stack-configs/README.md b/llama-stack-configs/README.md new file mode 100644 index 0000000..b8a2c7e --- /dev/null +++ b/llama-stack-configs/README.md @@ -0,0 +1,3 @@ +# Llama Stack Configuration Files + +Each directory maps to a Llama Stack version. Inside you will find the configuration file(s) that are compatible with that version of Llama Stack. \ No newline at end of file From 4e84243091d6f55e0e79e17ab6b45e4a874f02e9 Mon Sep 17 00:00:00 2001 From: Jordan Dubrick Date: Wed, 4 Mar 2026 13:15:17 -0500 Subject: [PATCH 02/18] remove top level configs in favour of directory based Signed-off-by: Jordan Dubrick --- lightspeed-stack.yaml | 36 ---------- run-no-guard.yaml | 134 ------------------------------------ run.yaml | 153 ------------------------------------------ 3 files changed, 323 deletions(-) delete mode 100644 lightspeed-stack.yaml delete mode 100644 run-no-guard.yaml delete mode 100644 run.yaml diff --git a/lightspeed-stack.yaml b/lightspeed-stack.yaml deleted file mode 100644 index 8af5985..0000000 --- a/lightspeed-stack.yaml +++ /dev/null @@ -1,36 +0,0 @@ -# -# -# Copyright Red Hat -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# http://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. -name: Lightspeed Core Service (LCS) -service: - host: 0.0.0.0 - port: 8080 - auth_enabled: false - workers: 1 - color_log: true - access_log: true -llama_stack: - use_as_library_client: false - url: http://host.docker.internal:8321 # If running locally by spinning up 2 containers, use this - # url: http://localhost:8321 # If running in cluster, use this -user_data_collection: - feedback_enabled: false - feedback_storage: '/tmp/data/feedback' -authentication: - module: 'noop' -conversation_cache: - type: 'sqlite' - sqlite: - db_path: '/tmp/cache.db' diff --git a/run-no-guard.yaml b/run-no-guard.yaml deleted file mode 100644 index 2348844..0000000 --- a/run-no-guard.yaml +++ /dev/null @@ -1,134 +0,0 @@ -# -# -# Copyright Red Hat -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# http://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. -version: 2 -image_name: redhat-ai-dev-llama-stack-no-guard -apis: - - agents - - inference - - safety - - tool_runtime - - vector_io - - files -container_image: -external_providers_dir: -providers: - agents: - - config: - persistence: - agent_state: - namespace: agents - backend: kv_default - responses: - table_name: responses - backend: sql_default - provider_id: meta-reference - provider_type: inline::meta-reference - inference: - - provider_id: ${env.ENABLE_VLLM:+vllm} - provider_type: remote::vllm - config: - url: ${env.VLLM_URL:=} - api_token: ${env.VLLM_API_KEY:=} - max_tokens: ${env.VLLM_MAX_TOKENS:=4096} - tls_verify: ${env.VLLM_TLS_VERIFY:=true} - - provider_id: ${env.ENABLE_OLLAMA:+ollama} - provider_type: remote::ollama - config: - url: ${env.OLLAMA_URL:=http://localhost:11434} - - provider_id: ${env.ENABLE_OPENAI:+openai} - provider_type: remote::openai - config: - api_key: ${env.OPENAI_API_KEY:=} - - provider_id: ${env.ENABLE_VERTEX_AI:+vertexai} - provider_type: remote::vertexai - config: - project: ${env.VERTEX_AI_PROJECT:=} - location: ${env.VERTEX_AI_LOCATION:=us-central1} - - provider_id: sentence-transformers - provider_type: inline::sentence-transformers - config: {} - tool_runtime: - - provider_id: model-context-protocol - provider_type: remote::model-context-protocol - config: {} - - provider_id: rag-runtime - provider_type: inline::rag-runtime - config: {} - vector_io: - - provider_id: faiss - provider_type: inline::faiss - config: - persistence: - namespace: vector_io::faiss - backend: faiss_kv - files: - - provider_id: localfs - provider_type: inline::localfs - config: - storage_dir: /tmp/llama-stack-files - metadata_store: - table_name: files_metadata - backend: sql_files -storage: - backends: - kv_default: - type: kv_sqlite - db_path: /tmp/kvstore.db - sql_default: - type: sql_sqlite - db_path: /tmp/sql_store.db - sql_files: - type: sql_sqlite - db_path: /rag-content/vector_db/rhdh_product_docs/1.9/files_metadata.db - faiss_kv: - type: kv_sqlite - db_path: /rag-content/vector_db/rhdh_product_docs/1.9/faiss_store.db - stores: - metadata: - namespace: registry - backend: faiss_kv - inference: - table_name: inference_store - backend: sql_default - max_write_queue_size: 10000 - num_writers: 4 - conversations: - table_name: openai_conversations - backend: sql_default -registered_resources: - models: - - model_id: sentence-transformers/all-mpnet-base-v2 - metadata: - embedding_dimension: 768 - model_type: embedding - provider_id: sentence-transformers - provider_model_id: /rag-content/embeddings_model - tool_groups: - - provider_id: rag-runtime - toolgroup_id: builtin::rag - vector_dbs: - - vector_db_id: rhdh-product-docs-1_8 - embedding_model: sentence-transformers/all-mpnet-base-v2 - embedding_dimension: 768 - provider_id: faiss -server: - auth: - host: - port: 8321 - quota: - tls_cafile: - tls_certfile: - tls_keyfile: diff --git a/run.yaml b/run.yaml deleted file mode 100644 index 8021f6c..0000000 --- a/run.yaml +++ /dev/null @@ -1,153 +0,0 @@ -# -# -# Copyright Red Hat -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# http://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. -version: 2 -image_name: redhat-ai-dev-llama-stack -apis: - - agents - - inference - - safety - - tool_runtime - - vector_io - - files -container_image: -external_providers_dir: -providers: - agents: - - config: - persistence: - agent_state: - namespace: agents - backend: kv_default - responses: - table_name: responses - backend: sql_default - provider_id: meta-reference - provider_type: inline::meta-reference - inference: - - provider_id: ${env.ENABLE_VLLM:+vllm} - provider_type: remote::vllm - config: - url: ${env.VLLM_URL:=} - api_token: ${env.VLLM_API_KEY:=} - max_tokens: ${env.VLLM_MAX_TOKENS:=4096} - tls_verify: ${env.VLLM_TLS_VERIFY:=true} - - provider_id: ${env.ENABLE_OLLAMA:+ollama} - provider_type: remote::ollama - config: - url: ${env.OLLAMA_URL:=http://localhost:11434} - - provider_id: ${env.ENABLE_OPENAI:+openai} - provider_type: remote::openai - config: - api_key: ${env.OPENAI_API_KEY:=} - - provider_id: ${env.ENABLE_VERTEX_AI:+vertexai} - provider_type: remote::vertexai - config: - project: ${env.VERTEX_AI_PROJECT:=} - location: ${env.VERTEX_AI_LOCATION:=us-central1} - - provider_id: safety-guard - provider_type: remote::vllm - config: - url: ${env.SAFETY_URL:=http://host.docker.internal:11434/v1} - api_token: ${env.SAFETY_API_KEY:=token} - - provider_id: sentence-transformers - provider_type: inline::sentence-transformers - config: {} - safety: - - provider_id: llama-guard - provider_type: inline::llama-guard - config: - excluded_categories: [] - tool_runtime: - - provider_id: model-context-protocol - provider_type: remote::model-context-protocol - config: {} - - provider_id: rag-runtime - provider_type: inline::rag-runtime - config: {} - vector_io: - - provider_id: faiss - provider_type: inline::faiss - config: - persistence: - namespace: vector_io::faiss - backend: faiss_kv - files: - - provider_id: localfs - provider_type: inline::localfs - config: - storage_dir: /tmp/llama-stack-files - metadata_store: - table_name: files_metadata - backend: sql_files -storage: - backends: - kv_default: - type: kv_sqlite - db_path: /tmp/kvstore.db - sql_default: - type: sql_sqlite - db_path: /tmp/sql_store.db - sql_files: - type: sql_sqlite - db_path: /rag-content/vector_db/rhdh_product_docs/1.9/files_metadata.db - faiss_kv: - type: kv_sqlite - db_path: /rag-content/vector_db/rhdh_product_docs/1.9/faiss_store.db - stores: - metadata: - namespace: registry - backend: faiss_kv - inference: - table_name: inference_store - backend: sql_default - max_write_queue_size: 10000 - num_writers: 4 - conversations: - table_name: openai_conversations - backend: sql_default -registered_resources: - models: - - model_id: sentence-transformers/all-mpnet-base-v2 - metadata: - embedding_dimension: 768 - model_type: embedding - provider_id: sentence-transformers - provider_model_id: /rag-content/embeddings_model - - model_id: ${env.SAFETY_MODEL:=llama-guard3:8b} - provider_id: safety-guard - provider_model_id: ${env.SAFETY_MODEL:=llama-guard3:8b} - model_type: llm - metadata: {} - shields: - - shield_id: llama-guard-shield - provider_id: llama-guard - provider_shield_id: safety-guard/${env.SAFETY_MODEL:=llama-guard3:8b} - tool_groups: - - provider_id: rag-runtime - toolgroup_id: builtin::rag - vector_dbs: - - vector_db_id: rhdh-product-docs-1_8 - embedding_model: sentence-transformers/all-mpnet-base-v2 - embedding_dimension: 768 - provider_id: faiss -server: - auth: - host: - port: 8321 - quota: - tls_cafile: - tls_certfile: - tls_keyfile: From 1d4872584196a74f986a47e20f09b8836cddae79 Mon Sep 17 00:00:00 2001 From: Jordan Dubrick Date: Wed, 4 Mar 2026 13:33:33 -0500 Subject: [PATCH 03/18] remove python deps Signed-off-by: Jordan Dubrick --- pyproject.toml | 76 -- uv.lock | 2257 ------------------------------------------------ 2 files changed, 2333 deletions(-) delete mode 100644 pyproject.toml delete mode 100644 uv.lock diff --git a/pyproject.toml b/pyproject.toml deleted file mode 100644 index 0bcab6b..0000000 --- a/pyproject.toml +++ /dev/null @@ -1,76 +0,0 @@ -[project] -name = "llama-stack-runner" -version = "0.1.1" -description = "Llama Stack runner" -authors = [] -dependencies = [ - "fastapi>=0.115.6", - "uvicorn>=0.34.3", - "kubernetes>=30.1.0", - "llama-stack==0.3.5", - "llama-stack-client==0.3.5", - "ollama>=0.2.0", - "openai>=1.100.0", - "rich>=14.0.0", - "cachetools>=6.1.0", - "prometheus-client>=0.22.1", - "starlette>=0.47.1", - "aiohttp>=3.12.14", - "authlib>=1.6.0", - "opentelemetry-sdk>=1.34.0", - "opentelemetry-exporter-otlp>=1.34.0", - "opentelemetry-instrumentation>=0.55b0", - "aiosqlite>=0.21.0", - "litellm>=1.72.1", - "blobfile>=3.0.0", - "datasets>=3.6.0", - "sqlalchemy>=2.0.41", - "faiss-cpu>=1.11.0", - "mcp>=1.9.4", - "autoevals>=0.0.129", - "psutil>=7.0.0", - "peft>=0.15.2", - "trl>=0.18.2", - "greenlet", - "torch", - "sentence-transformers>=5.0.0", - "pydantic>=2.10.6", - "httpx", - "chardet", -] -requires-python = "==3.12.*" -readme = "README.md" -license = {text = "Apache2.0"} - -[[tool.uv.index]] -name = "pypi" -url = "https://pypi.org/simple" - -[[tool.uv.index]] -name = "torch-cpu" -url = "https://download.pytorch.org/whl/cpu" - -[tool.uv.sources] -torch = { index = "torch-cpu" } - 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-on: - push: - branches: [ main ] - release: - types: [ published ] - -env: - IMAGE_NAME: llama-stack - IMAGE_REGISTRY: quay.io - REGISTRY_ORG: redhat-ai-dev - CONTAINER_FILE: Containerfile - -jobs: - build-and-push: - runs-on: ubuntu-latest - permissions: - contents: read - packages: write - - steps: - - name: Free Disk Space - uses: jlumbroso/free-disk-space@54081f138730dfa15788a46383842cd2f914a1be - with: - tool-cache: false - android: true - dotnet: true - haskell: true - large-packages: true - docker-images: true - swap-storage: true - - - name: Install buildah - run: | - sudo apt update - sudo apt install -y buildah qemu-user-static - - - name: Checkout code - uses: actions/checkout@v4 - - - name: Determine tags - id: tags - run: | - if [ "${GITHUB_EVENT_NAME}" = "release" ]; then - echo "tags<> $GITHUB_OUTPUT - echo "${{ github.event.release.tag_name }}" >> $GITHUB_OUTPUT - echo "EOF" >> $GITHUB_OUTPUT - else - echo "tags<> $GITHUB_OUTPUT - echo "latest" >> $GITHUB_OUTPUT - echo "${GITHUB_SHA}" >> $GITHUB_OUTPUT - echo "EOF" >> $GITHUB_OUTPUT - fi - - - name: Build image with Buildah - id: build_image - uses: redhat-actions/buildah-build@v2 - with: - image: ${{ env.IMAGE_NAME }} - tags: ${{ steps.tags.outputs.tags }} - containerfiles: | - ${{ env.CONTAINER_FILE }} - archs: amd64, arm64 - oci: true - - - name: Check images - run: | - buildah images | grep '${{ env.IMAGE_NAME }}' - echo 'Image: ${{ steps.build_image.outputs.image }}' - echo 'Tags: ${{ steps.build_image.outputs.tags }}' - - - name: Check manifest - run: | - set -x - if [[ "${{ github.event_name }}" == "release" ]]; then - buildah manifest inspect ${{ steps.build_image.outputs.image }}:${{ github.event.release.tag_name }} - else - buildah manifest inspect ${{ steps.build_image.outputs.image }}:latest - fi - - - name: Push image to Quay.io - uses: redhat-actions/push-to-registry@v2 - with: - image: ${{ steps.build_image.outputs.image }} - tags: ${{ steps.build_image.outputs.tags }} - registry: ${{ env.IMAGE_REGISTRY }}/${{ env.REGISTRY_ORG }} - username: ${{ secrets.QUAY_REGISTRY_USERNAME }} - password: ${{ secrets.QUAY_REGISTRY_PASSWORD }} diff --git a/.github/workflows/validation.yml b/.github/workflows/validation.yml index 0544b8e..a5b7515 100644 --- a/.github/workflows/validation.yml +++ b/.github/workflows/validation.yml @@ -20,20 +20,6 @@ on: branches: [ main ] jobs: - validate-prompt: - runs-on: ubuntu-latest - permissions: - contents: read - defaults: - run: - working-directory: ./scripts/python-scripts - steps: - - name: Checkout code - uses: actions/checkout@v4 - - name: Setup Environment - run: pip3 install -r requirements.txt - - name: Validate prompt - run: python3 sync.py -t validate validate-yaml: runs-on: ubuntu-latest permissions: @@ -47,6 +33,6 @@ jobs: node-version: '22.21' cache: 'yarn' - name: Install dependencies - run: yarn install --immutable --frozen-lockfile - - name: Run Prettier - run: yarn verify \ No newline at end of file + run: yarn install --immutable --frozen-lockfile + - name: Validate YAML files + run: make validate-yaml \ No newline at end of file diff --git a/Makefile b/Makefile index 976f6dc..347db2a 100644 --- a/Makefile +++ b/Makefile @@ -55,3 +55,10 @@ validate-prompt-templates: $(VENV)/bin/activate update-prompt-templates: $(VENV)/bin/activate $(call run_sync,update) + +.PHONY: validate-yaml format-yaml +validate-yaml: ## Validate YAML formatting/syntax in config directories + yarn verify + +format-yaml: ## Format YAML files in config directories + yarn format diff --git a/package.json b/package.json index 3b06efa..7fa68c9 100644 --- a/package.json +++ b/package.json @@ -5,8 +5,8 @@ "prettier": "^3.2.0" }, "scripts": { - "format": "prettier --write '{run,lightspeed-stack}.{yaml,yml}'", - "verify": "prettier --check '{run,lightspeed-stack}.{yaml,yml}'" + "format": "prettier --write 'lightspeed-core-configs/**/*.{yaml,yml}' 'llama-stack-configs/**/*.{yaml,yml}'", + "verify": "prettier --check 'lightspeed-core-configs/**/*.{yaml,yml}' 'llama-stack-configs/**/*.{yaml,yml}'" }, "version": "0.1.0" } From 6b717da9196effb35ce5fe8e5a97a9a9d49c7f77 Mon Sep 17 00:00:00 2001 From: Jordan Dubrick Date: Wed, 4 Mar 2026 13:50:01 -0500 Subject: [PATCH 05/18] run formatter on config files Signed-off-by: Jordan Dubrick --- llama-stack-configs/0.2.18/run.yaml | 2 +- llama-stack-configs/0.3.5/run-no-guard.yaml | 2 +- llama-stack-configs/0.3.5/run.yaml | 2 +- llama-stack-configs/0.4.3/run-no-guard.yaml | 2 +- llama-stack-configs/0.4.3/run.yaml | 2 +- 5 files changed, 5 insertions(+), 5 deletions(-) diff --git a/llama-stack-configs/0.2.18/run.yaml b/llama-stack-configs/0.2.18/run.yaml index d38c1d6..0f5ceaa 100644 --- a/llama-stack-configs/0.2.18/run.yaml +++ b/llama-stack-configs/0.2.18/run.yaml @@ -247,4 +247,4 @@ vector_dbs: - embedding_dimension: 768 embedding_model: sentence-transformers/all-mpnet-base-v2 provider_id: rhdh-docs - vector_db_id: rhdh-product-docs-1_8 \ No newline at end of file + vector_db_id: rhdh-product-docs-1_8 diff --git a/llama-stack-configs/0.3.5/run-no-guard.yaml b/llama-stack-configs/0.3.5/run-no-guard.yaml index 85cde44..2348844 100644 --- a/llama-stack-configs/0.3.5/run-no-guard.yaml +++ b/llama-stack-configs/0.3.5/run-no-guard.yaml @@ -131,4 +131,4 @@ server: quota: tls_cafile: tls_certfile: - tls_keyfile: \ No newline at end of file + tls_keyfile: diff --git a/llama-stack-configs/0.3.5/run.yaml b/llama-stack-configs/0.3.5/run.yaml index 3dbbfc0..8021f6c 100644 --- a/llama-stack-configs/0.3.5/run.yaml +++ b/llama-stack-configs/0.3.5/run.yaml @@ -150,4 +150,4 @@ server: quota: tls_cafile: tls_certfile: - tls_keyfile: \ No newline at end of file + tls_keyfile: diff --git a/llama-stack-configs/0.4.3/run-no-guard.yaml b/llama-stack-configs/0.4.3/run-no-guard.yaml index b288d13..0568595 100644 --- a/llama-stack-configs/0.4.3/run-no-guard.yaml +++ b/llama-stack-configs/0.4.3/run-no-guard.yaml @@ -133,4 +133,4 @@ server: quota: tls_cafile: tls_certfile: - tls_keyfile: \ No newline at end of file + tls_keyfile: diff --git a/llama-stack-configs/0.4.3/run.yaml b/llama-stack-configs/0.4.3/run.yaml index f0489a6..2215dd3 100644 --- a/llama-stack-configs/0.4.3/run.yaml +++ b/llama-stack-configs/0.4.3/run.yaml @@ -152,4 +152,4 @@ server: quota: tls_cafile: tls_certfile: - tls_keyfile: \ No newline at end of file + tls_keyfile: From a3c88583a6ed13ad44f709e17392e2b8949cf97b Mon Sep 17 00:00:00 2001 From: Jordan Dubrick Date: Wed, 4 Mar 2026 17:09:54 -0500 Subject: [PATCH 06/18] more cleanup of unused items Signed-off-by: Jordan Dubrick --- Containerfile | 82 ------------ patches/fix_tool_executor_attributes.py | 155 ---------------------- scripts/entrypoint.sh | 20 --- scripts/python-scripts/requirements.txt | 2 - scripts/python-scripts/sync.py | 169 ------------------------ 5 files changed, 428 deletions(-) delete mode 100644 Containerfile delete mode 100644 patches/fix_tool_executor_attributes.py delete mode 100644 scripts/entrypoint.sh delete mode 100644 scripts/python-scripts/requirements.txt delete mode 100644 scripts/python-scripts/sync.py diff --git a/Containerfile b/Containerfile deleted file mode 100644 index 470759a..0000000 --- a/Containerfile +++ /dev/null @@ -1,82 +0,0 @@ -# -# -# Copyright Red Hat -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# http://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. -FROM registry.access.redhat.com/ubi9/python-312:9.7@sha256:92c71d1e64cf84b9aa6e8e81555397175b9367298b456d24eac5b55ab41fdab9 AS builder -USER root -ENV UV_COMPILE_BYTECODE=0 \ - UV_LINK_MODE=copy \ - UV_PYTHON_DOWNLOADS=0 - -WORKDIR /app-root - -RUN dnf install -y gcc python3.12-devel make && \ - dnf clean all && \ - pip3.12 install uv - -COPY ./pyproject.toml ./ - -RUN uv sync --no-dev - -# Patch llama-stack 0.3.5 tool_executor to pass through file attributes -# (filename, doc_url, etc.) in Responses API file_search_call results. -# See: https://github.com/redhat-ai-dev/llama-stack/patches/ -COPY ./patches/fix_tool_executor_attributes.py /tmp/fix_tool_executor_attributes.py -RUN .venv/bin/python /tmp/fix_tool_executor_attributes.py && rm /tmp/fix_tool_executor_attributes.py - -FROM registry.access.redhat.com/ubi9/python-312-minimal:9.7@sha256:2ac60c655288a88ec55df5e2154b9654629491e3c58b5c54450fb3d27a575cb6 -ARG APP_ROOT=/app-root -WORKDIR /app-root - -ENV PYTHONDONTWRITEBYTECODE=1 \ - PYTHONUNBUFFERED=1 \ - PYTHONCOERCECLOCALE=0 \ - PYTHONUTF8=1 \ - PYTHONIOENCODING=UTF-8 \ - LANG=en_US.UTF-8 - -COPY --from=builder --chown=1001:1001 /app-root/.venv ./.venv - -COPY --chown=1001:1001 ./run.yaml ./scripts/entrypoint.sh ./ - -COPY --chown=1001:1001 ./config/ ./config - -RUN chmod +x entrypoint.sh - -ENV PATH="/app-root/.venv/bin:$PATH" - -EXPOSE 8321 - -ENTRYPOINT ["./entrypoint.sh"] - -USER root - -RUN mkdir -p /licenses -COPY LICENSE /licenses/ - -USER 1001 - -# Labels for enterprise contract -LABEL com.redhat.component=rhdh-lightspeed-llama-stack -LABEL description="Red Hat Developer Hub Lightspeed Llama Stack" -LABEL distribution-scope=private -LABEL io.k8s.description="Red Hat Developer Hub Lightspeed Llama Stack" -LABEL io.k8s.display-name="Red Hat Developer Hub Lightspeed Llama Stack" -LABEL io.openshift.tags="developerhub,rhdh,lightspeed,ai,assistant,llama" -LABEL name=rhdh-lightspeed-llama-stack -LABEL release=1.8 -LABEL url="https://github.com/redhat-ai-dev/llama-stack" -LABEL vendor="Red Hat, Inc." -LABEL version=0.1.1 -LABEL summary="Red Hat Developer Hub Lightspeed Llama Stack" diff --git a/patches/fix_tool_executor_attributes.py b/patches/fix_tool_executor_attributes.py deleted file mode 100644 index 67d1bf5..0000000 --- a/patches/fix_tool_executor_attributes.py +++ /dev/null @@ -1,155 +0,0 @@ -#!/usr/bin/env python3 -"""Patch llama_stack tool_executor.py to pass through file attributes. - -Llama Stack 0.3.5 has a bug where _build_result_messages hardcodes -`filename=doc_id` and `attributes={}` for file_search_call results, -even though the actual attributes are available from the vector store -search. This patch: - -1. Adds `search_result_attributes` to the metadata returned by - `_execute_knowledge_search_via_vector_store`. -2. Updates `_build_result_messages` to use `citation_files` and - `search_result_attributes` from metadata instead of the hardcoded - values. -3. Normalises attributes so that `doc_url` is set from `docs_url` if - missing, and uses the `title` attribute as the filename when - available (instead of the raw compound filename string). - -Usage (typically called from a Containerfile): - python patches/fix_tool_executor_attributes.py -""" - -import importlib -import inspect -import sys - - -def _find_tool_executor_path() -> str: - """Return the filesystem path to the installed tool_executor.py.""" - mod = importlib.import_module( - "llama_stack.providers.inline.agents.meta_reference.responses.tool_executor" - ) - path = inspect.getfile(mod) - print(f"[patch] Found tool_executor.py at: {path}") - return path - - -def _patch_file(path: str) -> None: - with open(path, "r") as f: - source = f.read() - - original = source # keep a copy for comparison - - # --------------------------------------------------------------- - # Patch 1 – _execute_knowledge_search_via_vector_store - # Add search_result_attributes to the metadata dict. - # --------------------------------------------------------------- - if "search_result_attributes" not in source: - source = source.replace( - ' return ToolInvocationResult(\n' - ' content=content_items,\n' - ' metadata={\n' - ' "document_ids": [r.file_id for r in search_results],\n' - ' "chunks": [r.content[0].text if r.content else "" for r in search_results],\n' - ' "scores": [r.score for r in search_results],\n' - ' "citation_files": citation_files,\n' - ' },\n' - ' )', - ' search_result_attributes = [r.attributes or {} for r in search_results]\n' - '\n' - ' return ToolInvocationResult(\n' - ' content=content_items,\n' - ' metadata={\n' - ' "document_ids": [r.file_id for r in search_results],\n' - ' "chunks": [r.content[0].text if r.content else "" for r in search_results],\n' - ' "scores": [r.score for r in search_results],\n' - ' "citation_files": citation_files,\n' - ' "search_result_attributes": search_result_attributes,\n' - ' },\n' - ' )', - ) - print("[patch] Injected search_result_attributes into metadata dict") - else: - print("[patch] search_result_attributes already present – skipping patch 1") - - # --------------------------------------------------------------- - # Patch 2 – _build_result_messages - # Use citation_files and search_result_attributes from metadata, - # normalise attributes (doc_url alias), and use title attribute - # as filename. - # --------------------------------------------------------------- - - # 2a. Replace the entire results-building block - old_block = ( - ' if result and "document_ids" in result.metadata:\n' - ' message.results = []\n' - ' for i, doc_id in enumerate(result.metadata["document_ids"]):\n' - ' text = result.metadata["chunks"][i] if "chunks" in result.metadata else None\n' - ' score = result.metadata["scores"][i] if "scores" in result.metadata else None\n' - ' message.results.append(\n' - ' OpenAIResponseOutputMessageFileSearchToolCallResults(\n' - ' file_id=doc_id,\n' - ' filename=doc_id,\n' - ' text=text,\n' - ' score=score,\n' - ' attributes={},\n' - ' )\n' - ' )' - ) - new_block = ( - ' if result and "document_ids" in result.metadata:\n' - ' sr_citation_files = result.metadata.get("citation_files", {})\n' - ' sr_attributes = result.metadata.get("search_result_attributes", [])\n' - ' message.results = []\n' - ' for i, doc_id in enumerate(result.metadata["document_ids"]):\n' - ' text = result.metadata["chunks"][i] if "chunks" in result.metadata else None\n' - ' score = result.metadata["scores"][i] if "scores" in result.metadata else None\n' - ' attrs = dict(sr_attributes[i]) if i < len(sr_attributes) else {}\n' - ' # Normalise: add doc_url from docs_url if not already present\n' - ' if "doc_url" not in attrs and "docs_url" in attrs:\n' - ' attrs["doc_url"] = attrs["docs_url"]\n' - ' # Use clean title from attributes; fall back to citation_files then doc_id\n' - ' display_name = attrs.get("title") or sr_citation_files.get(doc_id, doc_id)\n' - ' message.results.append(\n' - ' OpenAIResponseOutputMessageFileSearchToolCallResults(\n' - ' file_id=doc_id,\n' - ' filename=display_name,\n' - ' text=text,\n' - ' score=score,\n' - ' attributes=attrs,\n' - ' )\n' - ' )' - ) - - if "sr_citation_files" not in source: - count = source.count(old_block) - if count == 0: - print("[patch] WARNING: Could not find the results-building block to replace") - print("[patch] The tool_executor.py may have been modified. Manual patching required.") - sys.exit(1) - source = source.replace(old_block, new_block) - print("[patch] Replaced results-building block with normalised version") - else: - print("[patch] sr_citation_files already present – skipping patch 2") - - if source == original: - print("[patch] No changes were needed – file already patched") - return - - with open(path, "w") as f: - f.write(source) - - print(f"[patch] Successfully patched {path}") - - -def main() -> None: - try: - path = _find_tool_executor_path() - _patch_file(path) - except Exception as e: - print(f"[patch] ERROR: {e}", file=sys.stderr) - sys.exit(1) - - -if __name__ == "__main__": - main() diff --git a/scripts/entrypoint.sh b/scripts/entrypoint.sh deleted file mode 100644 index 676f91f..0000000 --- a/scripts/entrypoint.sh +++ /dev/null @@ -1,20 +0,0 @@ -#!/bin/bash - -# -# -# Copyright Red Hat -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# http://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. - - -exec llama stack run run.yaml diff --git a/scripts/python-scripts/requirements.txt b/scripts/python-scripts/requirements.txt deleted file mode 100644 index 9a44715..0000000 --- a/scripts/python-scripts/requirements.txt +++ /dev/null @@ -1,2 +0,0 @@ -ruamel.yaml>=0.17.0 -requests>=2.25.0 diff --git a/scripts/python-scripts/sync.py b/scripts/python-scripts/sync.py deleted file mode 100644 index daf833b..0000000 --- a/scripts/python-scripts/sync.py +++ /dev/null @@ -1,169 +0,0 @@ -# -# -# Copyright Red Hat -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# http://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. -import difflib -import sys -import requests -import re -import argparse -from ruamel.yaml import YAML - -URL = "https://raw.githubusercontent.com/redhat-developer/rhdh-plugins/refs/heads/main/workspaces/lightspeed/plugins/lightspeed-backend/src/prompts/rhdh-profile.py" -RUN_PATH = "../../run.yaml" - -def fetch_and_load(url: str) -> dict[str, str]: - """ - Fetches the contents from the upstream URL and returns a dictionary with the - desired prompt templates. - """ - response = requests.get(url) - response.raise_for_status() - content = response.text - validator_pattern = r"QUESTION_VALIDATOR_PROMPT_TEMPLATE\s*=\s*f?(['\"]{3})(.*?)\1" - rejection_pattern = r"INVALID_QUERY_RESP\s*=\s*(['\"]{3})(.*?)\1" - validator_match = re.search(validator_pattern, content, re.DOTALL) - rejection_match = re.search(rejection_pattern, content, re.DOTALL) - if not validator_match: - raise ValueError("QUESTION_VALIDATOR_PROMPT_TEMPLATE not found") - if not rejection_match: - raise ValueError("INVALID_QUERY_RESP not found") - - resp_dict = {} - resp_dict["validator_prompt"] = validator_match.group(2) - resp_dict["invalid_resp"] = rejection_match.group(2) - return resp_dict - -def replace_values(prompt: str) -> str: - """ - Replaces templated values to ones used with the safety shield. - """ - VALUES_TO_REPLACE = { - "{SUBJECT_REJECTED}": "${rejected}", - "{SUBJECT_ALLOWED}": "${allowed}", - "{{query}}": "${message}", - } - new_prompt = prompt - for replacee, replacement in VALUES_TO_REPLACE.items(): - new_prompt = new_prompt.replace(replacee, replacement) - return new_prompt - -def is_valid(incoming_prompt: dict[str,str], current_prompt: dict[str,str]) -> bool: - """ - Validates if the contents of the run.yaml file are equivalent to - the upstream. - """ - validator_check = incoming_prompt.get("validator_prompt").strip("\n") == current_prompt.get("validator_prompt").strip("\n") - invalid_resp_check = incoming_prompt.get("invalid_resp").strip("\n") == current_prompt.get("invalid_resp").strip("\n") - return validator_check and invalid_resp_check - -def fetch_current_prompts() -> dict[str,str]: - """ - Grabs the question validation prompt templates for both validation and - rejected response from the local run.yaml file. - """ - yaml = YAML() - yaml.preserve_quotes = True - resp_dict = {} - with open(RUN_PATH, "r", encoding="utf-8") as f: - data = yaml.load(f) - safety_providers = data.get("providers").get("safety") - for provider in safety_providers: - if provider.get("provider_id") == "lightspeed_question_validity": - resp_dict["validator_prompt"] = provider.get("config").get("model_prompt") - resp_dict["invalid_resp"] = provider.get("config").get("invalid_question_response") - return resp_dict - -def update_yaml_file(incoming_prompts: dict[str,str], file_path: str) -> None: - """ - Updates the local run.yaml file with the upstream prompt templates. - """ - yaml = YAML() - yaml.preserve_quotes = True - yaml.width = 4096 - with open(file_path, "r", encoding="utf-8") as f: - data = yaml.load(f) - - safety_providers = data.get("providers").get("safety") - for provider in safety_providers: - if provider.get("provider_id") == "lightspeed_question_validity": - provider["config"]["model_prompt"] = incoming_prompts.get("validator_prompt").strip("\n") - provider["config"]["invalid_question_response"] = incoming_prompts.get("invalid_resp").strip("\n") - break - - with open(file_path, "w", encoding="utf-8") as f: - yaml.dump(data, f) - -def output_diff(incoming_prompts: dict[str, str], current_prompts: dict[str, str]) -> None: - """ - Outputs the difference between the upstream prompt templates and the - local run.yaml. - """ - print("Validation Prompt") - print("-----") - diff_validator = difflib.unified_diff( - current_prompts["validator_prompt"].splitlines(), - incoming_prompts["validator_prompt"].splitlines(), - fromfile="run.yaml", - tofile="upstream", - lineterm="" - ) - print("\n".join(diff_validator)) - - print("Invalid Response Prompt") - print("-----") - diff_invalid = difflib.unified_diff( - current_prompts["invalid_resp"].splitlines(), - incoming_prompts["invalid_resp"].splitlines(), - fromfile="run.yaml", - tofile="upstream", - lineterm="" - ) - print("\n".join(diff_invalid)) - -def main(args: argparse.Namespace): - """ - Entrypoint to the program. - """ - incoming_prompts = fetch_and_load(URL) - replaced_prompt = replace_values(incoming_prompts.get("validator_prompt")) - incoming_prompts["validator_prompt"] = replaced_prompt - current_prompts = fetch_current_prompts() - - if args.type == "validate": - if is_valid(incoming_prompts, current_prompts): - print("Contents are valid.") - sys.exit(0) - print("Contents invalid.") - output_diff(incoming_prompts, current_prompts) - sys.exit(1) - elif args.type == "update": - update_yaml_file(incoming_prompts, RUN_PATH) - print("Contents updated.") - else: - print("Type incorrect.") - return - -if __name__ == "__main__": - - parser = argparse.ArgumentParser( - description="Tool for validating and/or updating the question validation portions of the Llama Stack config." - ) - - parser.add_argument( - "-t", "--type", help="Type of action you want to perform. Can be 'validate' or 'update' to either validate or update the contents of run.yaml with the upstream." - ) - args = parser.parse_args() - - main(args) From 8e7b6fe2dcc626834eae16e83a6ac05c0c812299 Mon Sep 17 00:00:00 2001 From: Jordan Dubrick Date: Wed, 4 Mar 2026 17:11:14 -0500 Subject: [PATCH 07/18] add better env comments Signed-off-by: Jordan Dubrick --- .gitignore | 1 + env/default-values.env | 1 + 2 files changed, 2 insertions(+) diff --git a/.gitignore b/.gitignore index 8c980a2..f14a4f5 100644 --- a/.gitignore +++ b/.gitignore @@ -4,6 +4,7 @@ embeddings_model vector_db +rag-content values.env .venv diff --git a/env/default-values.env b/env/default-values.env index 5d1d2e3..14905a2 100644 --- a/env/default-values.env +++ b/env/default-values.env @@ -31,6 +31,7 @@ OLLAMA_URL= # Question Validation Safety Shield Settings ## Ensure VALIDATION_PROVIDER is one of your enabled Inference Providers +## Only required for Llama Stack configs that use the Lightspeed Core provider ## E.g. VALIDATION_PROVIDER=vllm if ENABLE_VLLM=true VALIDATION_PROVIDER= VALIDATION_MODEL_NAME= From 1b8f596cf7a8271dab1ed44369ab22e89f33bb86 Mon Sep 17 00:00:00 2001 From: Jordan Dubrick Date: Wed, 4 Mar 2026 17:11:32 -0500 Subject: [PATCH 08/18] update documentation Signed-off-by: Jordan Dubrick --- README.md | 221 ++++++++++++++++++--------------------------- docs/DEPLOYMENT.md | 2 + docs/PROVIDERS.md | 66 ++++++++++++++ docs/RELEASE.md | 14 --- 4 files changed, 155 insertions(+), 148 deletions(-) create mode 100644 docs/PROVIDERS.md delete mode 100644 docs/RELEASE.md diff --git a/README.md b/README.md index 2de78d4..fa07c73 100644 --- a/README.md +++ b/README.md @@ -1,205 +1,158 @@ # Redhat-AI-Dev Llama Stack [![Apache2.0 License](https://img.shields.io/badge/license-Apache2.0-brightgreen.svg)](LICENSE) -[![Llama Stack Version](https://img.shields.io/badge/llama_stack-v0.3.5-blue)](https://llamastack.github.io/docs/v0.3.5) [![Python Version](https://img.shields.io/badge/python-3.12-blue)](https://www.python.org/downloads/release/python-3120/) -- [Image Availability](#image-availability) - - [Latest Stable Release](#latest-stable-release) - - [Latest Developer Release](#latest-developer-release) -- [Usage](#usage) - - [Available Inferences](#available-inferences) - - [vLLM](#vllm) - - [Ollama](#ollama) - - [OpenAI](#openai) - - [Vertex AI (Gemini)](#vertex-ai-gemini) - - [Configuring RAG](#configuring-rag) - - [Configuring Safety Guards](#configuring-safety-guards) +- [Version Table](#version-table) +- [Provider Configuration](#provider-configuration) - [Running Locally](#running-locally) +- [Configuring RAG Content](#configuring-rag-content) +- [Configuring Safety Guards](#configuring-safety-guards) - [Running on a Cluster](#running-on-a-cluster) - [Makefile Commands](#makefile-commands) -- [Contributing](#contributing) - - [Local Development Requirements](#local-development-requirements) - - [Updating YAML Files](#updating-yaml-files) +- [Updating/Formatting YAML Files](#updatingformatting-yaml-files) +- [Adding a New Llama Stack Version](#adding-a-new-llama-stack-version) - [Troubleshooting](#troubleshooting) -# Image Availability +## Version Table -## Latest Stable Release +| Llama Stack Version | Llama Stack Image | Lightspeed Core Image | RAG Image | +| ---- | ---- | ---- | ---- | +| `0.4.3` | `registry.redhat.io/rhoai/odh-llama-stack-core-rhel9:v3.3` | `quay.io/lightspeed-core/lightspeed-stack:dev-20260226-ca21850` | `quay.io/redhat-ai-dev/rag-content:release-1.9-lls-0.4.3` | +| `0.3.5` | `quay.io/redhat-ai-dev/llama-stack:0.1.4` | `quay.io/lightspeed-core/lightspeed-stack:0.4.0` | `quay.io/redhat-ai-dev/rag-content:release-1.9-lcs` | +| `0.2.18` | `quay.io/redhat-ai-dev/llama-stack:0.1.2` | `quay.io/lightspeed-core/lightspeed-stack:dev-20251021-ee9f08f` | `quay.io/redhat-ai-dev/rag-content:release-1.8-lcs` | -``` -quay.io/redhat-ai-dev/llama-stack:0.1.1 -``` +## Provider Configuration -## Latest Developer Release +Provider-specific setup and environment variable details live in [PROVIDERS.md](./docs/PROVIDERS.md). -``` -quay.io/redhat-ai-dev/llama-stack:latest -``` +## Running Locally -# Usage +Run `make get-rag` first so `./rag-content` exists locally. +Also ensure `./env/values.env` exists (copy from `./env/default-values.env`). -> [!IMPORTANT] -> The default Llama Stack configuration file that is baked into the built image contains tools. Ensure your provided inference server has tool calling **enabled**. +Start the local API stack for `0.4.3`: -## Available Inferences +```sh +make local-up +``` -Each inference has its own set of environment variables. You can include all of these variables in a `.env` file and pass that instead to your container. See [default-values.env](./env/default-values.env) for a template. It is recommended you copy that file to `values.env` to avoid committing it to Git. +Disable Ollama and use `run-no-guard.yaml` instead: -> [!IMPORTANT] -> These are `.env` files, you should enter values without quotations to avoid errors in parsing. -> -> VLLM_API_KEY=token ✅ -> -> VLLM_API_KEY="token" ❌ - -### vLLM - -**Required** -```env -ENABLE_VLLM=true -VLLM_URL=/v1 -VLLM_API_KEY= -``` -**Optional** -```env -VLLM_MAX_TOKENS= -VLLM_TLS_VERIFY= +```sh +make local-up WITH_OLLAMA=false ``` -### Ollama +Stop services: -**Required** -```env -ENABLE_OLLAMA=true -OLLAMA_URL= +```sh +make local-down ``` -The value of `OLLAMA_URL` is the default `http://localhost:11434`, when you are not running this llama-stack inside a container i.e.; if you run llama-stack directly on your laptop terminal, your llama-stack can reference and network with the Ollama at localhost. +By default (`WITH_OLLAMA=true`), `make local-up` uses: -The value of `OLLAMA_URL` is `http://host.containers.internal:11434` if you are running llama-stack inside a container i.e.; if you run llama-stack with the podman run command above, it needs to access the Ollama endpoint on your laptop not inside the container. **If you are using Linux**, ensure your firewall allows port 11434 to your podman container's network, some Linux distributions firewalls block all traffic by default. Alternatively you can use `OLLAMA_URL=http://localhost:11434` and set the `--network host` flag when you run your podman container. +- `llama-stack-configs/0.4.3/run.yaml` +- an Ollama container in compose (required for serving the safety model) +- compose enforces startup order: Ollama serving with safety model available -> Llama Stack/Lightspeed start +- Ollama/Safety env vars from `env/values.env` -### OpenAI +With `WITH_OLLAMA=false`, `make local-up` applies `compose/compose.no-ollama.yaml` and uses: -**Required** -```env -ENABLE_OPENAI=true -OPENAI_API_KEY= -``` +- `llama-stack-configs/0.4.3/run-no-guard.yaml` +- no Ollama container (safety guards disabled) -To get your API Key, go to [platform.openai.com](https://platform.openai.com/settings/organization/api-keys). +## Configuring RAG Content -### Vertex AI (Gemini) +Pull the embeddings model and vector database locally: -**Required** -```env -ENABLE_VERTEX_AI=true -VERTEX_AI_PROJECT= -VERTEX_AI_LOCATION= -GOOGLE_APPLICATION_CREDENTIALS= +```sh +make get-rag ``` -For information about these variables see: https://llamastack.github.io/v0.2.18/providers/inference/remote_vertexai.html. +This command fully replaces `./rag-content` on each run. -## Configuring RAG +By default, `get-rag` uses the `0.4.3` RAG image. -The `run.yaml` file that is included in the container image has a RAG tool enabled. In order for this tool to have the necessary reference content, you need to run: +You can also provide a full image reference directly: +```sh +make get-rag RAG_CONTENT_IMAGE=quay.io/redhat-ai-dev/rag-content: ``` -make get-rag -``` - -This will fetch the necessary reference content and add it to your local project directory. ## Configuring Safety Guards -> [!IMPORTANT] -> If you want to omit the safety guards for development purposes, you can use [run-no-guard.yaml](./run-no-guard.yaml) instead. +In `llama-stack-configs//run.yaml`, Llama Guard is enabled by default. -In the main [run.yaml](./run.yaml) file, Llama Guard is enabled by default. In order to avoid issues during startup you will need to ensure you have an instance of Llama Guard running. +> [!IMPORTANT] +> To skip safety guards for development, use `run-no-guard.yaml` where available under `llama-stack-configs//`. -You can do so by running the following to start an Ollama container with Llama Guard: +Start an Ollama container and pull Llama Guard: ```sh podman run -d --name ollama -p 11434:11434 docker.io/ollama/ollama:latest podman exec ollama ollama pull llama-guard3:8b ``` -**Note:** Ensure the Ollama container is started and the model is ready before trying to query if deploying the containers manually. -You will need to set the following environment variables to ensure functionality: -- `SAFETY_MODEL`: The name of the Llama Guard model being used. Defaults to `llama-gaurd3:8b` -- `SAFETY_URL`: The URL where the container is available. Defaults to `http://host.docker.internal:11434/v1` -- `SAFETY_API_KEY`: The API key required for access to the safety model. Not required for local. +Set these environment variables as needed: -# Running Locally +- `SAFETY_MODEL`: Llama Guard model name. Defaults to `llama-guard3:8b` +- `SAFETY_URL`: Endpoint URL. Defaults to `http://host.docker.internal:11434/v1` +- `SAFETY_API_KEY`: API key, not required for local -``` -podman run -it -p 8321:8321 --env-file ./env/values.env -v ./embeddings_model:/rag-content/embeddings_model:Z -v ./vector_db/rhdh_product_docs:/rag-content/vector_db/rhdh_product_docs:Z quay.io/redhat-ai-dev/llama-stack:latest -``` - -Or if using the host network: -``` -podman run -it -p 8321:8321 --env-file ./env/values.env --network host -v ./embeddings_model:/rag-content/embeddings_model:Z -v ./vector_db/rhdh_product_docs:/rag-content/vector_db/rhdh_product_docs:Z quay.io/redhat-ai-dev/llama-stack:latest -``` +## Makefile Commands -Latest Lightspeed Core Developer Image: -``` -quay.io/lightspeed-core/lightspeed-stack:dev-latest -``` +| Command | Description | +| ---- | ---- | +| `get-rag` | Pull and unpack RAG content into `./rag-content` (replaces existing contents). Optional: `RAG_CONTENT_IMAGE=`. | +| `local-up` | Start local compose services for `0.4.3`. Default: `WITH_OLLAMA=true` (uses `run.yaml`). Set `WITH_OLLAMA=false` to use `run-no-guard.yaml`. | +| `local-down` | Stop local compose services. | +| `validate-yaml` | Validate YAML formatting/syntax in config directories. | +| `format-yaml` | Format YAML files in config directories. | +| `update-question-validation` | Update question-validation content in `config/providers.d`. | +| `validate-prompt-templates` | Validate prompt values against upstream templates. | +| `update-prompt-templates` | Update prompt values from upstream templates. | -To run Lightspeed Core (Llama Stack should be running): -``` -podman run -it -p 8080:8080 -v ./lightspeed-stack.yaml:/app-root/lightspeed-stack.yaml:Z quay.io/lightspeed-core/lightspeed-stack:dev-latest -``` +## Updating/Formatting YAML Files -**Note:** If you have built your own version of Lightspeed Core you can replace the image referenced with your own build. Additionally, you can use the Llama Stack container along with the `lightspeed-stack.yaml` file to run Lightspeed Core locally with `uv` from their [repository](https://github.com/lightspeed-core/lightspeed-stack). +Use make targets (these are also used by CI for validation): -# Running on a Cluster +```sh +make format-yaml +make validate-yaml +``` -To deploy on a cluster see [DEPLOYMENT.md](./docs/DEPLOYMENT.md). +## Adding a New Llama Stack Version -# Makefile Commands +When introducing a new supported version: -| Command | Description | -| ---- | ----| -| **get-rag** | Gets the RAG data and the embeddings model from the rag-content image registry to your local project directory | -| **update-question-validation** | Updates the question validation content in `providers.d` | -| **validate-prompt-templates** | Validates prompt values in run.yaml. | -| **update-prompt-templates** | Updates the prompt values in run.yaml. | +1. Create a new directory in `llama-stack-configs` named exactly as the version (for example `llama-stack-configs/0.5.0`). +2. Add required configuration files (`run.yaml`, and `run-no-guard.yaml` if applicable). +3. Reuse the previous version's files as a baseline, then update version-specific model/provider details. +4. Run formatting and validation: -# Contributing +```sh +make format-yaml +make validate-yaml +``` -## Local Development Requirements +1. Update the [Version Table](#version-table) in this README with image references. -- [Yarn](https://yarnpkg.com/) -- [Node.js >= v22](https://nodejs.org/en/about/previous-releases) +## Troubleshooting -## Updating YAML Files +Enable debug logs: -This repository implements Prettier to handle all YAML formatting. ```sh -yarn format # Runs Prettier to update the YAMl files in this repository -yarn verify # Runs Prettier to check the YAML files in this repository +LLAMA_STACK_LOGGING=all=DEBUG ``` -If you wish to try new changes with Llama Stack, you can build your own image using the `Containerfile` in the root of this repository. - -# Troubleshooting - ->[!NOTE] -> You can enable `DEBUG` logging by setting: ->``` ->LLAMA_STACK_LOGGING=all=DEBUG ->``` - -If you experience an error related to permissions for the `vector_db`, such as: +If you hit a permission error for `vector_db`, such as: ```sh sqlite3.OperationalError: attempt to write a readonly database ``` -You should give the `vector_db` directory write permissions by: +fix permissions with: -``` -chmod -R 777 vector_db +```sh +chmod -R 777 rag-content/vector_db ``` \ No newline at end of file diff --git a/docs/DEPLOYMENT.md b/docs/DEPLOYMENT.md index c4295a4..8e0dec0 100644 --- a/docs/DEPLOYMENT.md +++ b/docs/DEPLOYMENT.md @@ -1,4 +1,6 @@ # Deployment +> [!WARNING] +> The content below will be redundant when Lightspeed is onboarded fully to RHDH Core and installed by default. Below you can find documentation related to deploying `Lightspeed Core` and `Llama Stack` in a Pod with `Red Hat Developer Hub (RHDH)`. diff --git a/docs/PROVIDERS.md b/docs/PROVIDERS.md new file mode 100644 index 0000000..4bbe261 --- /dev/null +++ b/docs/PROVIDERS.md @@ -0,0 +1,66 @@ +# Provider Configuration + +Each inference has its own environment variables. You can include all of these in an env file and pass it to your container. Use [default-values.env](./env/default-values.env) as a template, and copy it to `values.env` for local edits. + +> [!IMPORTANT] +> These are `.env` values, so avoid wrapping values in quotes unless required by the provider. +> +> `VLLM_API_KEY=token` (recommended) +> +> `VLLM_API_KEY="token"` (can cause parsing issues) + +## vLLM + +Required: + +```env +ENABLE_VLLM=true +VLLM_URL=/v1 +VLLM_API_KEY= +``` + +Optional: + +```env +VLLM_MAX_TOKENS= +VLLM_TLS_VERIFY= +``` + +## Ollama + +Required: + +```env +ENABLE_OLLAMA=true +OLLAMA_URL= +``` + +`OLLAMA_URL` guidance: + +- If Llama Stack runs directly on your host, use `http://localhost:11434`. +- If Llama Stack runs in a container, use `http://host.containers.internal:11434`. +- On Linux, you may need to open firewall access to the Podman network or run with `--network host`. + +## OpenAI + +Required: + +```env +ENABLE_OPENAI=true +OPENAI_API_KEY= +``` + +Get your API key from [platform.openai.com](https://platform.openai.com/settings/organization/api-keys). + +## Vertex AI (Gemini) + +Required: + +```env +ENABLE_VERTEX_AI=true +VERTEX_AI_PROJECT= +VERTEX_AI_LOCATION= +GOOGLE_APPLICATION_CREDENTIALS= +``` + +Provider details: [Llama Stack Vertex AI docs](https://llamastack.github.io/v0.2.18/providers/inference/remote_vertexai.html). diff --git a/docs/RELEASE.md b/docs/RELEASE.md deleted file mode 100644 index 1232584..0000000 --- a/docs/RELEASE.md +++ /dev/null @@ -1,14 +0,0 @@ -# Release ---- -## Checklist - -1. Create new branch `release-vX.X.X` that will house the contents of the release. - - E.g. For release `0.1.0` you would create `release-v0.1.x`. - - A new release branch should be created for each `Major` and `Minor` release, `Patch` releases will go into their respective `Major.Minor` branch. -2. Update the version in [pyproject.toml](../pyproject.toml). -3. Update the `Latest Stable Release` section in [README.md](../README.md). -4. Create new release Tag on GitHub. - - GitHub Action CI will build and push the release image `X.X.X`. - - E.g. For release `0.1.0` it will build and push `quay.io/redhat-ai-dev/llama-stack:0.1.0`. - - Ensure the **name** and **tag** of the release is in the form `X.X.X`. -5. Announce release on Slack in `#forum-rhdh-plugins-and-ai`. \ No newline at end of file From 6be54c043235776a79444c8fd9a0bd9af3c7fd9e Mon Sep 17 00:00:00 2001 From: Jordan Dubrick Date: Wed, 4 Mar 2026 17:11:45 -0500 Subject: [PATCH 09/18] add compose for starting resources locally Signed-off-by: Jordan Dubrick --- Makefile | 40 ++++++++++++--- compose/compose.no-ollama.yaml | 30 +++++++++++ compose/compose.yaml | 74 +++++++++++++++++++++++++++ compose/lightspeed-stack.compose.yaml | 35 +++++++++++++ 4 files changed, 171 insertions(+), 8 deletions(-) create mode 100644 compose/compose.no-ollama.yaml create mode 100644 compose/compose.yaml create mode 100644 compose/lightspeed-stack.compose.yaml diff --git a/Makefile b/Makefile index 347db2a..2c379ee 100644 --- a/Makefile +++ b/Makefile @@ -13,20 +13,41 @@ # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. -RAG_CONTENT_IMAGE ?= quay.io/redhat-ai-dev/rag-content:release-1.9-lcs +RAG_CONTENT_IMAGE ?= quay.io/redhat-ai-dev/rag-content:release-1.9-lls-0.4.3 +COMPOSE ?= podman compose +WITH_OLLAMA ?= true + +ifeq ($(WITH_OLLAMA),false) +LOCAL_COMPOSE_FILES := -f compose/compose.yaml -f compose/compose.no-ollama.yaml +else +LOCAL_COMPOSE_FILES := -f compose/compose.yaml +endif + VENV := $(CURDIR)/scripts/python-scripts/.venv PYTHON := $(VENV)/bin/python3 PIP := $(VENV)/bin/pip3 +.PHONY: default default: help +.PHONY: get-rag get-rag: ## Download a copy of the RAG embedding model and vector database podman create --replace --name tmp-rag-container $(RAG_CONTENT_IMAGE) true - rm -rf vector_db embeddings_model - podman cp tmp-rag-container:/rag/vector_db vector_db - podman cp tmp-rag-container:/rag/embeddings_model embeddings_model + rm -rf rag-content + mkdir -p rag-content + podman cp tmp-rag-container:/rag/vector_db rag-content + podman cp tmp-rag-container:/rag/embeddings_model rag-content podman rm tmp-rag-container +.PHONY: local-up +local-up: ## Start local compose services (WITH_OLLAMA=true|false) + $(COMPOSE) $(LOCAL_COMPOSE_FILES) up -d + +.PHONY: local-down +local-down: ## Stop local compose services + $(COMPOSE) $(LOCAL_COMPOSE_FILES) down + +.PHONY: help help: ## Show this help screen @echo 'Usage: make ... ' @echo '' @@ -36,6 +57,7 @@ help: ## Show this help screen awk 'BEGIN {FS = ":.*?## "}; {printf "\033[36m%-33s\033[0m %s\n", $$1, $$2}' @echo '' +.PHONY: update-question-validation update-question-validation: curl -o ./config/providers.d/inline/safety/lightspeed_question_validity.yaml https://raw.githubusercontent.com/lightspeed-core/lightspeed-providers/refs/tags/0.1.17/resources/external_providers/inline/safety/lightspeed_question_validity.yaml @@ -49,16 +71,18 @@ define run_sync $(PYTHON) sync.py -t $(1) endef -.PHONY: validate-prompt-templates update-prompt-templates +.PHONY: validate-prompt-templates validate-prompt-templates: $(VENV)/bin/activate $(call run_sync,validate) +.PHONY: update-prompt-templates update-prompt-templates: $(VENV)/bin/activate $(call run_sync,update) -.PHONY: validate-yaml format-yaml -validate-yaml: ## Validate YAML formatting/syntax in config directories +.PHONY: validate-yaml +validate-yaml: yarn verify -format-yaml: ## Format YAML files in config directories +.PHONY: format-yaml +format-yaml: yarn format diff --git a/compose/compose.no-ollama.yaml b/compose/compose.no-ollama.yaml new file mode 100644 index 0000000..9d9bc97 --- /dev/null +++ b/compose/compose.no-ollama.yaml @@ -0,0 +1,30 @@ +# +# +# Copyright Red Hat +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +services: + llama-stack: + depends_on: [] + volumes: + - ../llama-stack-configs/0.4.3/run-no-guard.yaml:/app-root/run.yaml:ro + - ../rag-content:/rag-content + + lightspeed-core: + depends_on: + llama-stack: + condition: service_started + + ollama: + profiles: + - disabled diff --git a/compose/compose.yaml b/compose/compose.yaml new file mode 100644 index 0000000..4e64c13 --- /dev/null +++ b/compose/compose.yaml @@ -0,0 +1,74 @@ +# +# +# Copyright Red Hat +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +services: + llama-stack: + image: registry.redhat.io/rhoai/odh-llama-stack-core-rhel9:v3.3 + depends_on: + ollama: + condition: service_healthy + ports: + - "8321:8321" + env_file: + - ../env/values.env + environment: + RUN_CONFIG_PATH: /app-root/run.yaml + volumes: + - ../llama-stack-configs/0.4.3/run.yaml:/app-root/run.yaml:ro + - ../rag-content:/rag-content + + lightspeed-core: + image: quay.io/lightspeed-core/lightspeed-stack:dev-20260226-ca21850 + depends_on: + llama-stack: + condition: service_started + ollama: + condition: service_healthy + ports: + - "8080:8080" + volumes: + - ./lightspeed-stack.compose.yaml:/app-root/lightspeed-stack.yaml:ro + + ollama: + image: docker.io/ollama/ollama:latest + env_file: + - ../env/values.env + entrypoint: + - /bin/sh + - -c + command: + - | + set -e + MODEL="${SAFETY_MODEL:-llama-guard3:8b}" + ollama serve & + OLLAMA_PID=$$! + until ollama list >/dev/null 2>&1; do + sleep 1 + done + ollama pull "$${MODEL}" + wait "$${OLLAMA_PID}" + ports: + - "11434:11434" + volumes: + - ollama-data:/root/.ollama + healthcheck: + test: ["CMD-SHELL", "MODEL=\"$${SAFETY_MODEL:-llama-guard3:8b}\"; ollama list | grep -q \"$${MODEL}\""] + interval: 5s + timeout: 3s + retries: 20 + start_period: 15s + +volumes: + ollama-data: diff --git a/compose/lightspeed-stack.compose.yaml b/compose/lightspeed-stack.compose.yaml new file mode 100644 index 0000000..da8be9f --- /dev/null +++ b/compose/lightspeed-stack.compose.yaml @@ -0,0 +1,35 @@ +# +# +# Copyright Red Hat +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +name: Lightspeed Core Service (LCS) +service: + host: 0.0.0.0 + port: 8080 + auth_enabled: false + workers: 1 + color_log: true + access_log: true +llama_stack: + use_as_library_client: false + url: http://llama-stack:8321 +user_data_collection: + feedback_enabled: false + feedback_storage: '/tmp/data/feedback' +authentication: + module: 'noop' +conversation_cache: + type: 'sqlite' + sqlite: + db_path: '/tmp/cache.db' From e35ca12d466cf368e662f6271c226830f6dc0e6f Mon Sep 17 00:00:00 2001 From: Jordan Dubrick Date: Wed, 4 Mar 2026 17:17:33 -0500 Subject: [PATCH 10/18] remove python badge Signed-off-by: Jordan Dubrick --- README.md | 1 - 1 file changed, 1 deletion(-) diff --git a/README.md b/README.md index fa07c73..70e6f51 100644 --- a/README.md +++ b/README.md @@ -1,7 +1,6 @@ # Redhat-AI-Dev Llama Stack [![Apache2.0 License](https://img.shields.io/badge/license-Apache2.0-brightgreen.svg)](LICENSE) -[![Python Version](https://img.shields.io/badge/python-3.12-blue)](https://www.python.org/downloads/release/python-3120/) - [Version Table](#version-table) - [Provider Configuration](#provider-configuration) From a950125ca5e56eda919e71be6a48a094542e7ba4 Mon Sep 17 00:00:00 2001 From: Jordan Dubrick Date: Thu, 5 Mar 2026 12:53:06 -0500 Subject: [PATCH 11/18] move to one version per branch Signed-off-by: Jordan Dubrick --- llama-stack-configs/0.2.18/run.yaml | 250 ------------------ llama-stack-configs/0.3.5/run-no-guard.yaml | 134 ---------- llama-stack-configs/0.3.5/run.yaml | 153 ----------- llama-stack-configs/README.md | 7 +- .../{0.4.3 => }/run-no-guard.yaml | 0 llama-stack-configs/{0.4.3 => }/run.yaml | 0 6 files changed, 6 insertions(+), 538 deletions(-) delete mode 100644 llama-stack-configs/0.2.18/run.yaml delete mode 100644 llama-stack-configs/0.3.5/run-no-guard.yaml delete mode 100644 llama-stack-configs/0.3.5/run.yaml rename llama-stack-configs/{0.4.3 => }/run-no-guard.yaml (100%) rename llama-stack-configs/{0.4.3 => }/run.yaml (100%) diff --git a/llama-stack-configs/0.2.18/run.yaml b/llama-stack-configs/0.2.18/run.yaml deleted file mode 100644 index 0f5ceaa..0000000 --- a/llama-stack-configs/0.2.18/run.yaml +++ /dev/null @@ -1,250 +0,0 @@ -# -# -# Copyright Red Hat -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# http://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. -version: 1 -image_name: redhat-ai-dev-llama-stack - -apis: - - agents - - datasetio - - eval - - inference - - post_training - - safety - - scoring - - telemetry - - tool_runtime - - vector_io -benchmarks: [] -container_image: -datasets: [] -external_providers_dir: '/app-root/config/providers.d' -inference_store: - db_path: .llama/distributions/ollama/inference_store.db - type: sqlite -logging: -metadata_store: - db_path: .llama/distributions/ollama/registry.db - namespace: - type: sqlite -models: - - model_id: sentence-transformers/all-mpnet-base-v2 - metadata: - embedding_dimension: 768 - model_type: embedding - provider_id: sentence-transformers - provider_model_id: '/app-root/embeddings_model' -providers: - agents: - - config: - persistence_store: - db_path: .llama/distributions/ollama/agents_store.db - namespace: - type: sqlite - responses_store: - db_path: .llama/distributions/ollama/responses_store.db - type: sqlite - provider_id: meta-reference - provider_type: inline::meta-reference - datasetio: - - config: - kvstore: - db_path: .llama/distributions/ollama/huggingface_datasetio.db - namespace: - type: sqlite - provider_id: huggingface - provider_type: remote::huggingface - - config: - kvstore: - db_path: .llama/distributions/ollama/localfs_datasetio.db - namespace: - type: sqlite - provider_id: localfs - provider_type: inline::localfs - eval: - - config: - kvstore: - db_path: .llama/distributions/ollama/meta_reference_eval.db - namespace: - type: sqlite - provider_id: meta-reference - provider_type: inline::meta-reference - inference: - - provider_id: ${env.ENABLE_VLLM:+vllm} - provider_type: remote::vllm - config: - url: ${env.VLLM_URL:=} - api_token: ${env.VLLM_API_KEY:=} - max_tokens: ${env.VLLM_MAX_TOKENS:=4096} - tls_verify: ${env.VLLM_TLS_VERIFY:=true} - - provider_id: ${env.ENABLE_OLLAMA:+ollama} - provider_type: remote::ollama - config: - url: ${env.OLLAMA_URL:=http://localhost:11434} - - provider_id: ${env.ENABLE_OPENAI:+openai} - provider_type: remote::openai - config: - api_key: ${env.OPENAI_API_KEY:=} - - provider_id: ${env.ENABLE_VERTEX_AI:+vertexai} - provider_type: remote::vertexai - config: - project: ${env.VERTEX_AI_PROJECT:=} - location: ${env.VERTEX_AI_LOCATION:=us-central1} - - provider_id: sentence-transformers - provider_type: inline::sentence-transformers - config: {} - post_training: - - config: - checkpoint_format: huggingface - device: cpu - distributed_backend: - dpo_output_dir: '.' - provider_id: huggingface - provider_type: inline::huggingface - safety: - - config: - excluded_categories: [] - provider_id: llama-guard - provider_type: inline::llama-guard - - provider_id: lightspeed_question_validity - provider_type: inline::lightspeed_question_validity - config: - model_id: ${env.VALIDATION_PROVIDER:=vllm}/${env.VALIDATION_MODEL_NAME} - model_prompt: |- - Instructions: - - You area question classification tool. You are an expert in the following categories: - - Backstage - - Red Hat Developer Hub (RHDH) - - Developer Lightspeed - - Lightspeed - - Artificial Intelligence (AI) Models - - Large Language Models (LLMs) - - Kubernetes - - Openshift - - CI/CD - - GitOps - - Pipelines - - Developer Portals - - Deployments - - Software Catalogs - - Software Templates - - Tech Docs - - Your job is to determine if a user's question is related to the categories you are an expert in. If the question is related to those categories, \ - or any features that may be related to those categories, you will answer with ${allowed}. - - If a question is not related to your expert categories, answer with ${rejected}. - - You do not need to explain your answer. - - Below are some example questions: - Example Question: - Why is the sky blue? - Example Response: - ${rejected} - - Example Question: - Can you help configure my cluster to automatically scale? - Example Response: - ${allowed} - - Example Question: - How do I create import an existing software template in Backstage? - Example Response: - ${allowed} - - Example Question: - How do I accomplish a task in RHDH? - Example Response: - ${allowed} - - Example Question: - How do I explore a component in RHDH catalog? - Example Response: - ${allowed} - - Example Question: - How can I integrate GitOps into my pipeline? - Example Response: - ${allowed} - - Question: - ${message} - Response: - invalid_question_response: |- - Hi, I'm the Red Hat Developer Hub Lightspeed assistant, I can help you with questions about Red Hat Developer Hub or Backstage. - Please ensure your question is about these topics, and feel free to ask again! - scoring: - - config: {} - provider_id: basic - provider_type: inline::basic - - config: {} - provider_id: llm-as-judge - provider_type: inline::llm-as-judge - - config: - openai_api_key: '********' - provider_id: braintrust - provider_type: inline::braintrust - telemetry: - - config: - service_name: 'lightspeed-stack-telemetry' - sinks: sqlite - sqlite_db_path: .llama/distributions/ollama/trace_store.db - provider_id: meta-reference - provider_type: inline::meta-reference - tool_runtime: - - provider_id: model-context-protocol - provider_type: remote::model-context-protocol - config: {} - - provider_id: rag-runtime - provider_type: inline::rag-runtime - config: {} - vector_io: - - config: - kvstore: - db_path: .llama/distributions/ollama/faiss_store.db - namespace: - type: sqlite - provider_id: faiss - provider_type: inline::faiss - - provider_id: rhdh-docs - provider_type: inline::faiss - config: - kvstore: - type: sqlite - namespace: - db_path: /app-root/vector_db/rhdh_product_docs/1.8/faiss_store.db -scoring_fns: [] -server: - auth: - host: - port: 8321 - quota: - tls_cafile: - tls_certfile: - tls_keyfile: -shields: - - shield_id: lightspeed_question_validity-shield - provider_id: lightspeed_question_validity -tool_groups: - - provider_id: rag-runtime - toolgroup_id: builtin::rag - description: 'Only use for questions specifically about Red Hat Developer Hub (RHDH). Searches technical documentation for RHDH installation, discovery, configuration, release, upgrade, control access, integration, observability, and extending with plugins. Do not use for any other topic outside RHDH.' -vector_dbs: - - embedding_dimension: 768 - embedding_model: sentence-transformers/all-mpnet-base-v2 - provider_id: rhdh-docs - vector_db_id: rhdh-product-docs-1_8 diff --git a/llama-stack-configs/0.3.5/run-no-guard.yaml b/llama-stack-configs/0.3.5/run-no-guard.yaml deleted file mode 100644 index 2348844..0000000 --- a/llama-stack-configs/0.3.5/run-no-guard.yaml +++ /dev/null @@ -1,134 +0,0 @@ -# -# -# Copyright Red Hat -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# http://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. -version: 2 -image_name: redhat-ai-dev-llama-stack-no-guard -apis: - - agents - - inference - - safety - - tool_runtime - - vector_io - - files -container_image: -external_providers_dir: -providers: - agents: - - config: - persistence: - agent_state: - namespace: agents - backend: kv_default - responses: - table_name: responses - backend: sql_default - provider_id: meta-reference - provider_type: inline::meta-reference - inference: - - provider_id: ${env.ENABLE_VLLM:+vllm} - provider_type: remote::vllm - config: - url: ${env.VLLM_URL:=} - api_token: ${env.VLLM_API_KEY:=} - max_tokens: ${env.VLLM_MAX_TOKENS:=4096} - tls_verify: ${env.VLLM_TLS_VERIFY:=true} - - provider_id: ${env.ENABLE_OLLAMA:+ollama} - provider_type: remote::ollama - config: - url: ${env.OLLAMA_URL:=http://localhost:11434} - - provider_id: ${env.ENABLE_OPENAI:+openai} - provider_type: remote::openai - config: - api_key: ${env.OPENAI_API_KEY:=} - - provider_id: ${env.ENABLE_VERTEX_AI:+vertexai} - provider_type: remote::vertexai - config: - project: ${env.VERTEX_AI_PROJECT:=} - location: ${env.VERTEX_AI_LOCATION:=us-central1} - - provider_id: sentence-transformers - provider_type: inline::sentence-transformers - config: {} - tool_runtime: - - provider_id: model-context-protocol - provider_type: remote::model-context-protocol - config: {} - - provider_id: rag-runtime - provider_type: inline::rag-runtime - config: {} - vector_io: - - provider_id: faiss - provider_type: inline::faiss - config: - persistence: - namespace: vector_io::faiss - backend: faiss_kv - files: - - provider_id: localfs - provider_type: inline::localfs - config: - storage_dir: /tmp/llama-stack-files - metadata_store: - table_name: files_metadata - backend: sql_files -storage: - backends: - kv_default: - type: kv_sqlite - db_path: /tmp/kvstore.db - sql_default: - type: sql_sqlite - db_path: /tmp/sql_store.db - sql_files: - type: sql_sqlite - db_path: /rag-content/vector_db/rhdh_product_docs/1.9/files_metadata.db - faiss_kv: - type: kv_sqlite - db_path: /rag-content/vector_db/rhdh_product_docs/1.9/faiss_store.db - stores: - metadata: - namespace: registry - backend: faiss_kv - inference: - table_name: inference_store - backend: sql_default - max_write_queue_size: 10000 - num_writers: 4 - conversations: - table_name: openai_conversations - backend: sql_default -registered_resources: - models: - - model_id: sentence-transformers/all-mpnet-base-v2 - metadata: - embedding_dimension: 768 - model_type: embedding - provider_id: sentence-transformers - provider_model_id: /rag-content/embeddings_model - tool_groups: - - provider_id: rag-runtime - toolgroup_id: builtin::rag - vector_dbs: - - vector_db_id: rhdh-product-docs-1_8 - embedding_model: sentence-transformers/all-mpnet-base-v2 - embedding_dimension: 768 - provider_id: faiss -server: - auth: - host: - port: 8321 - quota: - tls_cafile: - tls_certfile: - tls_keyfile: diff --git a/llama-stack-configs/0.3.5/run.yaml b/llama-stack-configs/0.3.5/run.yaml deleted file mode 100644 index 8021f6c..0000000 --- a/llama-stack-configs/0.3.5/run.yaml +++ /dev/null @@ -1,153 +0,0 @@ -# -# -# Copyright Red Hat -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# http://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. -version: 2 -image_name: redhat-ai-dev-llama-stack -apis: - - agents - - inference - - safety - - tool_runtime - - vector_io - - files -container_image: -external_providers_dir: -providers: - agents: - - config: - persistence: - agent_state: - namespace: agents - backend: kv_default - responses: - table_name: responses - backend: sql_default - provider_id: meta-reference - provider_type: inline::meta-reference - inference: - - provider_id: ${env.ENABLE_VLLM:+vllm} - provider_type: remote::vllm - config: - url: ${env.VLLM_URL:=} - api_token: ${env.VLLM_API_KEY:=} - max_tokens: ${env.VLLM_MAX_TOKENS:=4096} - tls_verify: ${env.VLLM_TLS_VERIFY:=true} - - provider_id: ${env.ENABLE_OLLAMA:+ollama} - provider_type: remote::ollama - config: - url: ${env.OLLAMA_URL:=http://localhost:11434} - - provider_id: ${env.ENABLE_OPENAI:+openai} - provider_type: remote::openai - config: - api_key: ${env.OPENAI_API_KEY:=} - - provider_id: ${env.ENABLE_VERTEX_AI:+vertexai} - provider_type: remote::vertexai - config: - project: ${env.VERTEX_AI_PROJECT:=} - location: ${env.VERTEX_AI_LOCATION:=us-central1} - - provider_id: safety-guard - provider_type: remote::vllm - config: - url: ${env.SAFETY_URL:=http://host.docker.internal:11434/v1} - api_token: ${env.SAFETY_API_KEY:=token} - - provider_id: sentence-transformers - provider_type: inline::sentence-transformers - config: {} - safety: - - provider_id: llama-guard - provider_type: inline::llama-guard - config: - excluded_categories: [] - tool_runtime: - - provider_id: model-context-protocol - provider_type: remote::model-context-protocol - config: {} - - provider_id: rag-runtime - provider_type: inline::rag-runtime - config: {} - vector_io: - - provider_id: faiss - provider_type: inline::faiss - config: - persistence: - namespace: vector_io::faiss - backend: faiss_kv - files: - - provider_id: localfs - provider_type: inline::localfs - config: - storage_dir: /tmp/llama-stack-files - metadata_store: - table_name: files_metadata - backend: sql_files -storage: - backends: - kv_default: - type: kv_sqlite - db_path: /tmp/kvstore.db - sql_default: - type: sql_sqlite - db_path: /tmp/sql_store.db - sql_files: - type: sql_sqlite - db_path: /rag-content/vector_db/rhdh_product_docs/1.9/files_metadata.db - faiss_kv: - type: kv_sqlite - db_path: /rag-content/vector_db/rhdh_product_docs/1.9/faiss_store.db - stores: - metadata: - namespace: registry - backend: faiss_kv - inference: - table_name: inference_store - backend: sql_default - max_write_queue_size: 10000 - num_writers: 4 - conversations: - table_name: openai_conversations - backend: sql_default -registered_resources: - models: - - model_id: sentence-transformers/all-mpnet-base-v2 - metadata: - embedding_dimension: 768 - model_type: embedding - provider_id: sentence-transformers - provider_model_id: /rag-content/embeddings_model - - model_id: ${env.SAFETY_MODEL:=llama-guard3:8b} - provider_id: safety-guard - provider_model_id: ${env.SAFETY_MODEL:=llama-guard3:8b} - model_type: llm - metadata: {} - shields: - - shield_id: llama-guard-shield - provider_id: llama-guard - provider_shield_id: safety-guard/${env.SAFETY_MODEL:=llama-guard3:8b} - tool_groups: - - provider_id: rag-runtime - toolgroup_id: builtin::rag - vector_dbs: - - vector_db_id: rhdh-product-docs-1_8 - embedding_model: sentence-transformers/all-mpnet-base-v2 - embedding_dimension: 768 - provider_id: faiss -server: - auth: - host: - port: 8321 - quota: - tls_cafile: - tls_certfile: - tls_keyfile: diff --git a/llama-stack-configs/README.md b/llama-stack-configs/README.md index b8a2c7e..87f73de 100644 --- a/llama-stack-configs/README.md +++ b/llama-stack-configs/README.md @@ -1,3 +1,8 @@ # Llama Stack Configuration Files -Each directory maps to a Llama Stack version. Inside you will find the configuration file(s) that are compatible with that version of Llama Stack. \ No newline at end of file +This directory stores config files for the single active release tracked on `main`. + +- `run.yaml` is the default config (with safety guard configuration). +- `run-no-guard.yaml` disables safety guards for local development. + +Historical release-specific configs are maintained in release branches and tags. \ No newline at end of file diff --git a/llama-stack-configs/0.4.3/run-no-guard.yaml b/llama-stack-configs/run-no-guard.yaml similarity index 100% rename from llama-stack-configs/0.4.3/run-no-guard.yaml rename to llama-stack-configs/run-no-guard.yaml diff --git a/llama-stack-configs/0.4.3/run.yaml b/llama-stack-configs/run.yaml similarity index 100% rename from llama-stack-configs/0.4.3/run.yaml rename to llama-stack-configs/run.yaml From b54afb22abf6cd6c8dcd7f24531d16bd3e6eaffe Mon Sep 17 00:00:00 2001 From: Jordan Dubrick Date: Thu, 5 Mar 2026 12:53:26 -0500 Subject: [PATCH 12/18] add release process and update actions Signed-off-by: Jordan Dubrick --- .github/workflows/validation.yml | 4 +++- docs/RELEASE_PROCESS.md | 32 ++++++++++++++++++++++++++++++++ 2 files changed, 35 insertions(+), 1 deletion(-) create mode 100644 docs/RELEASE_PROCESS.md diff --git a/.github/workflows/validation.yml b/.github/workflows/validation.yml index a5b7515..d5eebc7 100644 --- a/.github/workflows/validation.yml +++ b/.github/workflows/validation.yml @@ -17,7 +17,9 @@ name: Validation Checks on: pull_request: - branches: [ main ] + branches: + - main + - rhdh-* jobs: validate-yaml: diff --git a/docs/RELEASE_PROCESS.md b/docs/RELEASE_PROCESS.md new file mode 100644 index 0000000..da55500 --- /dev/null +++ b/docs/RELEASE_PROCESS.md @@ -0,0 +1,32 @@ +# Release Process + +This repository uses a one-active-release workflow: + +- `main` always contains the current working release. +- each shipped release is preserved in an `rhdh-x.x` branch (for example `rhdh-1.9`). +- each shipped release is tagged on GitHub as `v`. + +## Releasing a New Version + +When cutting a new release from the current `main`: + +1. Ensure `main` is stable and release-ready. +2. Create or update the release branch for the outgoing release snapshot (for example `rhdh-1.9`). +3. Create a Git tag for the outgoing release snapshot (for example `v1.9.0`). +4. Update `main` to the next active release (configs, images, docs, and compose wiring). +5. Update `README.md` release metadata on `main`: + - `Llama Stack Version` badge + - `RHDH Release` badge + - version table row +6. Keep `README.md` release metadata updated in `rhdh-x.x` branches as well when that branch receives a fix release. + +## Historical Release Hotfixes + +Critical fixes for older releases are made in their release branch: + +1. Branch from `rhdh-x.x`. +2. Apply and validate the fix. +3. Merge back into `rhdh-x.x`. +4. Update `README.md` release metadata in that release branch (including the `RHDH Release` badge) if any release values changed. +5. Tag the patched release (for example `v1.9.1` for a patch release line). +6. Cherry-pick the fix to `main` if it still applies to the current release. From 327d3d9f43dbcdcfd00408009ce2096a60370065 Mon Sep 17 00:00:00 2001 From: Jordan Dubrick Date: Thu, 5 Mar 2026 12:53:43 -0500 Subject: [PATCH 13/18] fix config file references in compose Signed-off-by: Jordan Dubrick --- compose/compose.no-ollama.yaml | 2 +- compose/compose.yaml | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/compose/compose.no-ollama.yaml b/compose/compose.no-ollama.yaml index 9d9bc97..459b256 100644 --- a/compose/compose.no-ollama.yaml +++ b/compose/compose.no-ollama.yaml @@ -17,7 +17,7 @@ services: llama-stack: depends_on: [] volumes: - - ../llama-stack-configs/0.4.3/run-no-guard.yaml:/app-root/run.yaml:ro + - ../llama-stack-configs/run-no-guard.yaml:/app-root/run.yaml:ro - ../rag-content:/rag-content lightspeed-core: diff --git a/compose/compose.yaml b/compose/compose.yaml index 4e64c13..20bd96c 100644 --- a/compose/compose.yaml +++ b/compose/compose.yaml @@ -26,7 +26,7 @@ services: environment: RUN_CONFIG_PATH: /app-root/run.yaml volumes: - - ../llama-stack-configs/0.4.3/run.yaml:/app-root/run.yaml:ro + - ../llama-stack-configs/run.yaml:/app-root/run.yaml:ro - ../rag-content:/rag-content lightspeed-core: From d762ba17e05788b64668def4f012148612860dc6 Mon Sep 17 00:00:00 2001 From: Jordan Dubrick Date: Thu, 5 Mar 2026 12:53:55 -0500 Subject: [PATCH 14/18] make question validator easier to update Signed-off-by: Jordan Dubrick --- Makefile | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/Makefile b/Makefile index 2c379ee..f18f2b9 100644 --- a/Makefile +++ b/Makefile @@ -14,6 +14,8 @@ # See the License for the specific language governing permissions and # limitations under the License. RAG_CONTENT_IMAGE ?= quay.io/redhat-ai-dev/rag-content:release-1.9-lls-0.4.3 +QUESTION_VALIDATION_TAG ?= 0.1.17 +QUESTION_VALIDATION_URL ?= https://raw.githubusercontent.com/lightspeed-core/lightspeed-providers/refs/tags/$(QUESTION_VALIDATION_TAG)/resources/external_providers/inline/safety/lightspeed_question_validity.yaml COMPOSE ?= podman compose WITH_OLLAMA ?= true @@ -59,7 +61,7 @@ help: ## Show this help screen .PHONY: update-question-validation update-question-validation: - curl -o ./config/providers.d/inline/safety/lightspeed_question_validity.yaml https://raw.githubusercontent.com/lightspeed-core/lightspeed-providers/refs/tags/0.1.17/resources/external_providers/inline/safety/lightspeed_question_validity.yaml + curl -o ./config/providers.d/inline/safety/lightspeed_question_validity.yaml $(QUESTION_VALIDATION_URL) $(VENV)/bin/activate: ./scripts/python-scripts/requirements.txt python3 -m venv $(VENV) From 8a2fc4228d90ad8d04ea185fab7ebcb2dd696e50 Mon Sep 17 00:00:00 2001 From: Jordan Dubrick Date: Thu, 5 Mar 2026 12:54:03 -0500 Subject: [PATCH 15/18] overhaul readme Signed-off-by: Jordan Dubrick --- README.md | 38 +++++++++++++++++--------------------- 1 file changed, 17 insertions(+), 21 deletions(-) diff --git a/README.md b/README.md index 70e6f51..6ab4024 100644 --- a/README.md +++ b/README.md @@ -1,8 +1,11 @@ # Redhat-AI-Dev Llama Stack [![Apache2.0 License](https://img.shields.io/badge/license-Apache2.0-brightgreen.svg)](LICENSE) +[![Llama Stack Version](https://img.shields.io/badge/Llama%20Stack-0.4.3-blue)](#version-table) +[![RHDH Release](https://img.shields.io/badge/RHDH%20Release-1.10-blueviolet)](#version-table) - [Version Table](#version-table) +- [Release Process](#release-process) - [Provider Configuration](#provider-configuration) - [Running Locally](#running-locally) - [Configuring RAG Content](#configuring-rag-content) @@ -10,7 +13,6 @@ - [Running on a Cluster](#running-on-a-cluster) - [Makefile Commands](#makefile-commands) - [Updating/Formatting YAML Files](#updatingformatting-yaml-files) -- [Adding a New Llama Stack Version](#adding-a-new-llama-stack-version) - [Troubleshooting](#troubleshooting) ## Version Table @@ -18,12 +20,16 @@ | Llama Stack Version | Llama Stack Image | Lightspeed Core Image | RAG Image | | ---- | ---- | ---- | ---- | | `0.4.3` | `registry.redhat.io/rhoai/odh-llama-stack-core-rhel9:v3.3` | `quay.io/lightspeed-core/lightspeed-stack:dev-20260226-ca21850` | `quay.io/redhat-ai-dev/rag-content:release-1.9-lls-0.4.3` | -| `0.3.5` | `quay.io/redhat-ai-dev/llama-stack:0.1.4` | `quay.io/lightspeed-core/lightspeed-stack:0.4.0` | `quay.io/redhat-ai-dev/rag-content:release-1.9-lcs` | -| `0.2.18` | `quay.io/redhat-ai-dev/llama-stack:0.1.2` | `quay.io/lightspeed-core/lightspeed-stack:dev-20251021-ee9f08f` | `quay.io/redhat-ai-dev/rag-content:release-1.8-lcs` | + +`main` tracks one active release at a time. Historical releases are preserved in `rhdh-x.x` branches and Git tags. + +## Release Process + +Release and hotfix workflow is documented in [docs/RELEASE_PROCESS.md](./docs/RELEASE_PROCESS.md). ## Provider Configuration -Provider-specific setup and environment variable details live in [PROVIDERS.md](./docs/PROVIDERS.md). +Provider-specific setup and environment variable details live in [docs/PROVIDERS.md](./docs/PROVIDERS.md). ## Running Locally @@ -50,14 +56,14 @@ make local-down By default (`WITH_OLLAMA=true`), `make local-up` uses: -- `llama-stack-configs/0.4.3/run.yaml` +- `llama-stack-configs/run.yaml` - an Ollama container in compose (required for serving the safety model) - compose enforces startup order: Ollama serving with safety model available -> Llama Stack/Lightspeed start - Ollama/Safety env vars from `env/values.env` With `WITH_OLLAMA=false`, `make local-up` applies `compose/compose.no-ollama.yaml` and uses: -- `llama-stack-configs/0.4.3/run-no-guard.yaml` +- `llama-stack-configs/run-no-guard.yaml` - no Ollama container (safety guards disabled) ## Configuring RAG Content @@ -80,10 +86,10 @@ make get-rag RAG_CONTENT_IMAGE=quay.io/redhat-ai-dev/rag-content: ## Configuring Safety Guards -In `llama-stack-configs//run.yaml`, Llama Guard is enabled by default. +In `llama-stack-configs/run.yaml`, Llama Guard is enabled by default. > [!IMPORTANT] -> To skip safety guards for development, use `run-no-guard.yaml` where available under `llama-stack-configs//`. +> To skip safety guards for development, use `llama-stack-configs/run-no-guard.yaml`. Start an Ollama container and pull Llama Guard: @@ -107,7 +113,7 @@ Set these environment variables as needed: | `local-down` | Stop local compose services. | | `validate-yaml` | Validate YAML formatting/syntax in config directories. | | `format-yaml` | Format YAML files in config directories. | -| `update-question-validation` | Update question-validation content in `config/providers.d`. | +| `update-question-validation` | Update question-validation content in `config/providers.d`. Optional: `QUESTION_VALIDATION_TAG=`. | | `validate-prompt-templates` | Validate prompt values against upstream templates. | | `update-prompt-templates` | Update prompt values from upstream templates. | @@ -120,22 +126,12 @@ make format-yaml make validate-yaml ``` -## Adding a New Llama Stack Version - -When introducing a new supported version: - -1. Create a new directory in `llama-stack-configs` named exactly as the version (for example `llama-stack-configs/0.5.0`). -2. Add required configuration files (`run.yaml`, and `run-no-guard.yaml` if applicable). -3. Reuse the previous version's files as a baseline, then update version-specific model/provider details. -4. Run formatting and validation: +For the question-validation sync target, you can override the upstream tag: ```sh -make format-yaml -make validate-yaml +make update-question-validation QUESTION_VALIDATION_TAG=0.1.17 ``` -1. Update the [Version Table](#version-table) in this README with image references. - ## Troubleshooting Enable debug logs: From eee929b49db5b74d1deaeac88bc391235a3bf1aa Mon Sep 17 00:00:00 2001 From: Jordan Dubrick Date: Thu, 5 Mar 2026 14:04:38 -0500 Subject: [PATCH 16/18] add compose files for safety guard and no-guard scenarios Signed-off-by: Jordan Dubrick --- Makefile | 4 +-- README.md | 4 +-- compose/compose.no-ollama.yaml | 30 ------------------- compose/compose.ollama.yaml | 54 ++++++++++++++++++++++++++++++++++ compose/compose.yaml | 50 ++++++++----------------------- 5 files changed, 70 insertions(+), 72 deletions(-) delete mode 100644 compose/compose.no-ollama.yaml create mode 100644 compose/compose.ollama.yaml diff --git a/Makefile b/Makefile index f18f2b9..95b20d2 100644 --- a/Makefile +++ b/Makefile @@ -20,9 +20,9 @@ COMPOSE ?= podman compose WITH_OLLAMA ?= true ifeq ($(WITH_OLLAMA),false) -LOCAL_COMPOSE_FILES := -f compose/compose.yaml -f compose/compose.no-ollama.yaml -else LOCAL_COMPOSE_FILES := -f compose/compose.yaml +else +LOCAL_COMPOSE_FILES := -f compose/compose.yaml -f compose/compose.ollama.yaml endif VENV := $(CURDIR)/scripts/python-scripts/.venv diff --git a/README.md b/README.md index 6ab4024..9db7a74 100644 --- a/README.md +++ b/README.md @@ -58,10 +58,10 @@ By default (`WITH_OLLAMA=true`), `make local-up` uses: - `llama-stack-configs/run.yaml` - an Ollama container in compose (required for serving the safety model) -- compose enforces startup order: Ollama serving with safety model available -> Llama Stack/Lightspeed start +- compose enforces startup order: Ollama healthy -> Llama Stack healthy -> Lightspeed Core starts - Ollama/Safety env vars from `env/values.env` -With `WITH_OLLAMA=false`, `make local-up` applies `compose/compose.no-ollama.yaml` and uses: +With `WITH_OLLAMA=false`, `make local-up` uses the base compose only: - `llama-stack-configs/run-no-guard.yaml` - no Ollama container (safety guards disabled) diff --git a/compose/compose.no-ollama.yaml b/compose/compose.no-ollama.yaml deleted file mode 100644 index 459b256..0000000 --- a/compose/compose.no-ollama.yaml +++ /dev/null @@ -1,30 +0,0 @@ -# -# -# Copyright Red Hat -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# http://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. -services: - llama-stack: - depends_on: [] - volumes: - - ../llama-stack-configs/run-no-guard.yaml:/app-root/run.yaml:ro - - ../rag-content:/rag-content - - lightspeed-core: - depends_on: - llama-stack: - condition: service_started - - ollama: - profiles: - - disabled diff --git a/compose/compose.ollama.yaml b/compose/compose.ollama.yaml new file mode 100644 index 0000000..0b85726 --- /dev/null +++ b/compose/compose.ollama.yaml @@ -0,0 +1,54 @@ +# +# +# Copyright Red Hat +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +services: + llama-stack: + depends_on: + ollama: + condition: service_healthy + environment: + RUN_CONFIG_PATH: /app-root/run.yaml + + ollama: + image: docker.io/ollama/ollama:latest + env_file: + - ../env/values.env + entrypoint: + - /bin/sh + - -c + command: + - | + set -e + MODEL="${SAFETY_MODEL:-llama-guard3:8b}" + ollama serve & + OLLAMA_PID=$$! + until ollama list >/dev/null 2>&1; do + sleep 1 + done + ollama pull "$${MODEL}" + wait "$${OLLAMA_PID}" + ports: + - "11434:11434" + volumes: + - ollama-data:/root/.ollama + healthcheck: + test: ["CMD-SHELL", "MODEL=\"$${SAFETY_MODEL:-llama-guard3:8b}\"; ollama list | grep -q \"$${MODEL}\""] + interval: 5s + timeout: 3s + retries: 20 + start_period: 15s + +volumes: + ollama-data: diff --git a/compose/compose.yaml b/compose/compose.yaml index 20bd96c..1af0a56 100644 --- a/compose/compose.yaml +++ b/compose/compose.yaml @@ -16,59 +16,33 @@ services: llama-stack: image: registry.redhat.io/rhoai/odh-llama-stack-core-rhel9:v3.3 - depends_on: - ollama: - condition: service_healthy ports: - "8321:8321" env_file: - ../env/values.env environment: - RUN_CONFIG_PATH: /app-root/run.yaml + RUN_CONFIG_PATH: /app-root/run-no-guard.yaml volumes: - ../llama-stack-configs/run.yaml:/app-root/run.yaml:ro + - ../llama-stack-configs/run-no-guard.yaml:/app-root/run-no-guard.yaml:ro - ../rag-content:/rag-content + healthcheck: + test: + [ + "CMD-SHELL", + "curl -fsS http://127.0.0.1:8321/v1/health | grep -q '\"status\":\"OK\"'", + ] + interval: 5s + timeout: 3s + retries: 20 + start_period: 20s lightspeed-core: image: quay.io/lightspeed-core/lightspeed-stack:dev-20260226-ca21850 depends_on: llama-stack: - condition: service_started - ollama: condition: service_healthy ports: - "8080:8080" volumes: - ./lightspeed-stack.compose.yaml:/app-root/lightspeed-stack.yaml:ro - - ollama: - image: docker.io/ollama/ollama:latest - env_file: - - ../env/values.env - entrypoint: - - /bin/sh - - -c - command: - - | - set -e - MODEL="${SAFETY_MODEL:-llama-guard3:8b}" - ollama serve & - OLLAMA_PID=$$! - until ollama list >/dev/null 2>&1; do - sleep 1 - done - ollama pull "$${MODEL}" - wait "$${OLLAMA_PID}" - ports: - - "11434:11434" - volumes: - - ollama-data:/root/.ollama - healthcheck: - test: ["CMD-SHELL", "MODEL=\"$${SAFETY_MODEL:-llama-guard3:8b}\"; ollama list | grep -q \"$${MODEL}\""] - interval: 5s - timeout: 3s - retries: 20 - start_period: 15s - -volumes: - ollama-data: From dbf894e2c6f01655228323837c79879795022e79 Mon Sep 17 00:00:00 2001 From: Jordan Dubrick Date: Thu, 5 Mar 2026 14:47:40 -0500 Subject: [PATCH 17/18] add note for old releases Signed-off-by: Jordan Dubrick --- README.md | 5 +++++ 1 file changed, 5 insertions(+) diff --git a/README.md b/README.md index 9db7a74..05b4537 100644 --- a/README.md +++ b/README.md @@ -4,6 +4,11 @@ [![Llama Stack Version](https://img.shields.io/badge/Llama%20Stack-0.4.3-blue)](#version-table) [![RHDH Release](https://img.shields.io/badge/RHDH%20Release-1.10-blueviolet)](#version-table) +> [!IMPORTANT] +> If you are looking for releases prior to RHDH 1.10, please see the [release-v0.1.x](https://github.com/redhat-ai-dev/llama-stack/tree/release-v0.1.x) branch. +> +> If you are looking for library mode, plase see the [dev](https://github.com/redhat-ai-dev/llama-stack/tree/dev) branch. + - [Version Table](#version-table) - [Release Process](#release-process) - [Provider Configuration](#provider-configuration) From 5554e056a6ecc5fb08fb51890f3ba26341f43da5 Mon Sep 17 00:00:00 2001 From: Jordan Dubrick Date: Thu, 5 Mar 2026 14:49:12 -0500 Subject: [PATCH 18/18] add prereq for local run with compose Signed-off-by: Jordan Dubrick --- README.md | 3 +++ 1 file changed, 3 insertions(+) diff --git a/README.md b/README.md index 05b4537..6fcdeee 100644 --- a/README.md +++ b/README.md @@ -37,6 +37,9 @@ Release and hotfix workflow is documented in [docs/RELEASE_PROCESS.md](./docs/RE Provider-specific setup and environment variable details live in [docs/PROVIDERS.md](./docs/PROVIDERS.md). ## Running Locally +> [!NOTE] +> You should ensure you have [Podman](https://podman.io/docs/installation) v5.4.1+ (recommended) or [Docker](https://docs.docker.com/engine/) v28.1.0+ with Compose support +> Run `make get-rag` first so `./rag-content` exists locally. Also ensure `./env/values.env` exists (copy from `./env/default-values.env`).