diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml deleted file mode 100644 index 6374da7..0000000 --- a/.github/workflows/ci.yml +++ /dev/null @@ -1,104 +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: CI/CD - -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..d5eebc7 100644 --- a/.github/workflows/validation.yml +++ b/.github/workflows/validation.yml @@ -17,23 +17,11 @@ name: Validation Checks on: pull_request: - branches: [ main ] + branches: + - main + - rhdh-* 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 +35,6 @@ 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/.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/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/Makefile b/Makefile index 976f6dc..95b20d2 100644 --- a/Makefile +++ b/Makefile @@ -13,20 +13,43 @@ # 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 +QUESTION_VALIDATION_TAG ?= 0.1.17 +QUESTION_VALIDATION_URL ?= https://raw.githubusercontent.com/lightspeed-core/lightspeed-providers/refs/tags/$(QUESTION_VALIDATION_TAG)/resources/external_providers/inline/safety/lightspeed_question_validity.yaml +COMPOSE ?= podman compose +WITH_OLLAMA ?= true + +ifeq ($(WITH_OLLAMA),false) +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 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 '' @@ -36,8 +59,9 @@ 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 + 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) @@ -49,9 +73,18 @@ 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 +validate-yaml: + yarn verify + +.PHONY: format-yaml +format-yaml: + yarn format diff --git a/README.md b/README.md index 2de78d4..6fcdeee 100644 --- a/README.md +++ b/README.md @@ -1,205 +1,161 @@ # 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) +[![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) - [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) - [Troubleshooting](#troubleshooting) -# Image Availability +## Version Table -## Latest Stable Release - -``` -quay.io/redhat-ai-dev/llama-stack:0.1.1 -``` +| 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` | -## Latest Developer Release +`main` tracks one active release at a time. Historical releases are preserved in `rhdh-x.x` branches and Git tags. -``` -quay.io/redhat-ai-dev/llama-stack:latest -``` +## Release Process -# Usage +Release and hotfix workflow is documented in [docs/RELEASE_PROCESS.md](./docs/RELEASE_PROCESS.md). -> [!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**. +## Provider Configuration -## Available Inferences +Provider-specific setup and environment variable details live in [docs/PROVIDERS.md](./docs/PROVIDERS.md). -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. +## 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 +> -> [!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= -``` +Run `make get-rag` first so `./rag-content` exists locally. +Also ensure `./env/values.env` exists (copy from `./env/default-values.env`). -### Ollama +Start the local API stack for `0.4.3`: -**Required** -```env -ENABLE_OLLAMA=true -OLLAMA_URL= +```sh +make local-up ``` -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. +Disable Ollama and use `run-no-guard.yaml` instead: -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. +```sh +make local-up WITH_OLLAMA=false +``` -### OpenAI +Stop services: -**Required** -```env -ENABLE_OPENAI=true -OPENAI_API_KEY= +```sh +make local-down ``` -To get your API Key, go to [platform.openai.com](https://platform.openai.com/settings/organization/api-keys). +By default (`WITH_OLLAMA=true`), `make local-up` uses: -### Vertex AI (Gemini) +- `llama-stack-configs/run.yaml` +- an Ollama container in compose (required for serving the safety model) +- compose enforces startup order: Ollama healthy -> Llama Stack healthy -> Lightspeed Core starts +- Ollama/Safety env vars from `env/values.env` -**Required** -```env -ENABLE_VERTEX_AI=true -VERTEX_AI_PROJECT= -VERTEX_AI_LOCATION= -GOOGLE_APPLICATION_CREDENTIALS= -``` +With `WITH_OLLAMA=false`, `make local-up` uses the base compose only: -For information about these variables see: https://llamastack.github.io/v0.2.18/providers/inference/remote_vertexai.html. +- `llama-stack-configs/run-no-guard.yaml` +- no Ollama container (safety guards disabled) -## Configuring RAG +## Configuring RAG Content -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: +Pull the embeddings model and vector database locally: -``` +```sh 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. +This command fully replaces `./rag-content` on each run. -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. +By default, `get-rag` uses the `0.4.3` RAG image. -You can do so by running the following to start an Ollama container with Llama Guard: +You can also provide a full image reference directly: ```sh -podman run -d --name ollama -p 11434:11434 docker.io/ollama/ollama:latest -podman exec ollama ollama pull llama-guard3:8b +make get-rag RAG_CONTENT_IMAGE=quay.io/redhat-ai-dev/rag-content: ``` -**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. -# Running Locally +## Configuring Safety Guards -``` -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 -``` +In `llama-stack-configs/run.yaml`, Llama Guard is enabled by default. -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 -``` +> [!IMPORTANT] +> To skip safety guards for development, use `llama-stack-configs/run-no-guard.yaml`. -Latest Lightspeed Core Developer Image: -``` -quay.io/lightspeed-core/lightspeed-stack:dev-latest -``` +Start an Ollama container and pull Llama Guard: -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 +```sh +podman run -d --name ollama -p 11434:11434 docker.io/ollama/ollama:latest +podman exec ollama ollama pull llama-guard3:8b ``` -**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). - -# Running on a Cluster +Set these environment variables as needed: -To deploy on a cluster see [DEPLOYMENT.md](./docs/DEPLOYMENT.md). +- `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 -# Makefile Commands +## Makefile Commands | 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. | +| ---- | ---- | +| `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`. Optional: `QUESTION_VALIDATION_TAG=`. | +| `validate-prompt-templates` | Validate prompt values against upstream templates. | +| `update-prompt-templates` | Update prompt values from upstream templates. | -# Contributing +## Updating/Formatting YAML Files -## Local Development Requirements +Use make targets (these are also used by CI for validation): -- [Yarn](https://yarnpkg.com/) -- [Node.js >= v22](https://nodejs.org/en/about/previous-releases) +```sh +make format-yaml +make validate-yaml +``` -## Updating YAML Files +For the question-validation sync target, you can override the upstream tag: -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 +make update-question-validation QUESTION_VALIDATION_TAG=0.1.17 ``` -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 -# Troubleshooting +Enable debug logs: ->[!NOTE] -> You can enable `DEBUG` logging by setting: ->``` ->LLAMA_STACK_LOGGING=all=DEBUG ->``` +```sh +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/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 new file mode 100644 index 0000000..1af0a56 --- /dev/null +++ b/compose/compose.yaml @@ -0,0 +1,48 @@ +# +# +# 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 + ports: + - "8321:8321" + env_file: + - ../env/values.env + environment: + 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_healthy + ports: + - "8080:8080" + volumes: + - ./lightspeed-stack.compose.yaml:/app-root/lightspeed-stack.yaml:ro diff --git a/scripts/entrypoint.sh b/compose/lightspeed-stack.compose.yaml similarity index 57% rename from scripts/entrypoint.sh rename to compose/lightspeed-stack.compose.yaml index 676f91f..da8be9f 100644 --- a/scripts/entrypoint.sh +++ b/compose/lightspeed-stack.compose.yaml @@ -1,5 +1,3 @@ -#!/bin/bash - # # # Copyright Red Hat @@ -15,6 +13,23 @@ # 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 +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' 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 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. 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= diff --git a/lightspeed-stack.yaml b/lightspeed-core-configs/lightspeed-stack.yaml similarity index 100% rename from lightspeed-stack.yaml rename to lightspeed-core-configs/lightspeed-stack.yaml diff --git a/llama-stack-configs/README.md b/llama-stack-configs/README.md new file mode 100644 index 0000000..87f73de --- /dev/null +++ b/llama-stack-configs/README.md @@ -0,0 +1,8 @@ +# Llama Stack Configuration Files + +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/run-no-guard.yaml b/llama-stack-configs/run-no-guard.yaml similarity index 84% rename from run-no-guard.yaml rename to llama-stack-configs/run-no-guard.yaml index 2348844..0568595 100644 --- a/run-no-guard.yaml +++ b/llama-stack-configs/run-no-guard.yaml @@ -13,7 +13,7 @@ # 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 +version: 3 image_name: redhat-ai-dev-llama-stack-no-guard apis: - agents @@ -40,14 +40,14 @@ providers: - provider_id: ${env.ENABLE_VLLM:+vllm} provider_type: remote::vllm config: - url: ${env.VLLM_URL:=} + 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: - url: ${env.OLLAMA_URL:=http://localhost:11434} + base_url: ${env.OLLAMA_URL:=http://localhost:11434/v1} - provider_id: ${env.ENABLE_OPENAI:+openai} provider_type: remote::openai config: @@ -68,12 +68,12 @@ providers: provider_type: inline::rag-runtime config: {} vector_io: - - provider_id: faiss + - provider_id: rhdh-docs provider_type: inline::faiss config: persistence: namespace: vector_io::faiss - backend: faiss_kv + backend: kv_rag files: - provider_id: localfs provider_type: inline::localfs @@ -81,7 +81,7 @@ providers: storage_dir: /tmp/llama-stack-files metadata_store: table_name: files_metadata - backend: sql_files + backend: sql_default storage: backends: kv_default: @@ -90,16 +90,13 @@ storage: 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: + kv_rag: type: kv_sqlite db_path: /rag-content/vector_db/rhdh_product_docs/1.9/faiss_store.db stores: metadata: namespace: registry - backend: faiss_kv + backend: kv_default inference: table_name: inference_store backend: sql_default @@ -119,11 +116,16 @@ registered_resources: 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 + 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: faiss + 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: diff --git a/run.yaml b/llama-stack-configs/run.yaml similarity index 85% rename from run.yaml rename to llama-stack-configs/run.yaml index 8021f6c..2215dd3 100644 --- a/run.yaml +++ b/llama-stack-configs/run.yaml @@ -13,7 +13,7 @@ # 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 +version: 3 image_name: redhat-ai-dev-llama-stack apis: - agents @@ -40,14 +40,14 @@ providers: - provider_id: ${env.ENABLE_VLLM:+vllm} provider_type: remote::vllm config: - url: ${env.VLLM_URL:=} + 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: - url: ${env.OLLAMA_URL:=http://localhost:11434} + base_url: ${env.OLLAMA_URL:=http://localhost:11434/v1} - provider_id: ${env.ENABLE_OPENAI:+openai} provider_type: remote::openai config: @@ -60,7 +60,7 @@ providers: - provider_id: safety-guard provider_type: remote::vllm config: - url: ${env.SAFETY_URL:=http://host.docker.internal:11434/v1} + 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 @@ -78,12 +78,12 @@ providers: provider_type: inline::rag-runtime config: {} vector_io: - - provider_id: faiss + - provider_id: rhdh-docs provider_type: inline::faiss config: persistence: namespace: vector_io::faiss - backend: faiss_kv + backend: kv_rag files: - provider_id: localfs provider_type: inline::localfs @@ -91,7 +91,7 @@ providers: storage_dir: /tmp/llama-stack-files metadata_store: table_name: files_metadata - backend: sql_files + backend: sql_default storage: backends: kv_default: @@ -100,16 +100,13 @@ storage: 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: + kv_rag: type: kv_sqlite db_path: /rag-content/vector_db/rhdh_product_docs/1.9/faiss_store.db stores: metadata: namespace: registry - backend: faiss_kv + backend: kv_default inference: table_name: inference_store backend: sql_default @@ -138,11 +135,16 @@ registered_resources: 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 + 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: faiss + 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: 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" } 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/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" } - -[tool.uv] -override-dependencies = [ - "nvidia-cublas-cu12 ; sys_platform=='never'", - "nvidia-cuda-cupti-cu12 ; sys_platform=='never'", - "nvidia-cuda-nvrtc-cu12 ; sys_platform=='never'", - "nvidia-cuda-runtime-cu12 ; sys_platform=='never'", - "nvidia-cudnn-cu12 ; sys_platform=='never'", - "nvidia-cufft-cu12 ; sys_platform=='never'", - "nvidia-curand-cu12 ; sys_platform=='never'", - "nvidia-cusolver-cu12 ; sys_platform=='never'", - "nvidia-cusparse-cu12 ; sys_platform=='never'", - "nvidia-nccl-cu12 ; sys_platform=='never'", - "nvidia-nvtx-cu12 ; sys_platform=='never'", - "nvidia-nvjitlink-cu12 ; sys_platform=='never'", - "nvidia-cusparselt-cu12 ; sys_platform=='never'", - "nvidia-cufile-cu12 ; sys_platform=='never'", - "triton ; sys_platform=='never'", -] - -[tool.pdm] -distribution = false 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) diff --git a/uv.lock b/uv.lock deleted file mode 100644 index 326006a..0000000 --- a/uv.lock +++ /dev/null @@ -1,2257 +0,0 @@ -version = 1 -revision = 3 -requires-python = "==3.12.*" -resolution-markers = [ - "sys_platform != 'darwin'", - "sys_platform == 'darwin'", -] - -[manifest] -overrides = [ - { name = "nvidia-cublas-cu12", marker = "sys_platform == 'never'" }, - { name = "nvidia-cuda-cupti-cu12", marker = "sys_platform == 'never'" }, - { name = "nvidia-cuda-nvrtc-cu12", marker = "sys_platform == 'never'" }, - { name = "nvidia-cuda-runtime-cu12", marker = "sys_platform == 'never'" }, - { name = "nvidia-cudnn-cu12", marker = "sys_platform == 'never'" }, - { name = "nvidia-cufft-cu12", marker = "sys_platform == 'never'" }, - { name = "nvidia-cufile-cu12", marker = "sys_platform == 'never'" }, - { name = "nvidia-curand-cu12", marker = "sys_platform == 'never'" }, - 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