From a1532cffaa5885759091a053b18fe1fcc6c8df72 Mon Sep 17 00:00:00 2001 From: acmenezes Date: Tue, 29 Apr 2025 15:23:37 -0400 Subject: [PATCH] ADD step by step README instructions for users Signed-off-by: acmenezes --- README.md | 88 +++++++++++++++++++++++++++++++++++-- deploy/helm/Makefile | 11 ++++- docs/img/pipeline.png | Bin 0 -> 61006 bytes docs/img/pipeline_runs.png | Bin 0 -> 67251 bytes 4 files changed, 94 insertions(+), 5 deletions(-) create mode 100644 docs/img/pipeline.png create mode 100644 docs/img/pipeline_runs.png diff --git a/README.md b/README.md index 283db17..9e877cc 100644 --- a/README.md +++ b/README.md @@ -86,7 +86,7 @@ The kickstart supports two modes of deployments - [Hugging Face Token](https://huggingface.co/settings/tokens) - Access to [Meta Llama](https://huggingface.co/meta-llama/Llama-3.2-3B-Instruct/) model. - Access to [Meta Llama Guard](https://huggingface.co/meta-llama/Llama-Guard-3-8B/) model. -- Some of the example scripts use `jq` a JSON parsing utility which you can acquire via `brew install jq` +- Some of the example scripts use `jq` a JSON parsing utility which you can acquire via `brew install jq` if you are on a MacOS or using your favorite package manager if you are on Linux. ### Supported Models @@ -180,7 +180,87 @@ model: llama-3-2-3b-instruct model: llama-guard-3-8b (shield) ``` -6. Install via make +# Deploying RAG Blueprint Step by Step + +## Step 1: Deploy LLM Services + +When prompted, enter your **[Hugging Face Token]((https://huggingface.co/settings/tokens)) +```bash +make install-llm-service NAMESPACE=llama-stack-rag LLM=llama-3-2-3b-instruct SAFETY=llama-guard-3-8b +``` + +This make take several minutes. When finish you may check the pods with `oc get pods`. You should find something like this: +``` +llama-3-2-3b-instruct-predictor-00001-deployment-6dd848fb8lt6wg 3/3 Running 0 4m50s +llama-guard-3-8b-predictor-00001-deployment-69497ff9d6-c7sjq 3/3 Running 0 4m47s +``` + +## Step 2: Install the mcp server +```bash +make install-mcp-servers NAMESPACE=llama-stack-rag +``` +Verify that the pod is running for the mcp server:
+`oc get pods` +``` +mcp-servers-weather-65cff98c8b-ptjjm 1/1 Running 0 4s +``` +## Step 3: Deploy the main RAG UI components + +This step creates llama stack server, UI and the vector database. + +```bash +make install-llama-stack NAMESPACE=llama-stack-rag +``` +You should the below pods among the others: +``` +llamastack-7d5df79695-r7kgf 1/1 Running 2 (88s ago) 109s +pgvector-0 1/1 Running 0 109s +rag-rag-ui-7f5dcb5cf4-qhsj7 1/1 Running 0 109s +``` + +## Step 4: Set up PGVector database + +This step sets up the vector database by installing the vector extension. +```bash +make pg-vector NAMESPACE=llama-stack-rag +``` + +## Step 5: make create-minio-bucket NAMESPACE=llama-stack-rag +Now we can add resources for ingesting files from an S3 bucket through an OpenShift AI pipeline. We start with MinIO. + +```bash +make create-minio-bucket NAMESPACE=llama-stack-rag +``` +You should be able to see MinIO pod running: +``` +minio-0 1/1 Running 0 4m17s +``` +And also run `oc get routes | grep minio` to get both the web ui and the api urls for your cluster. + +## Step 6: Configure the ingestion pipeline server + +```bash +make configure-pipeline-server NAMESPACE=llama-stack-rag +``` +Now multiple pods will show up for OpenShift AI pipelines. + +## Step 7: Create an ingestion pipeline +Finally an ingestion pipeline run can be created. + +```bash +make create-ingestion-pipeline NAMESPACE=llama-stack-rag +``` +You can check it using the OpenShif AI dashboard like below: + +![Pipeline Overview](docs/img/pipeline.png) + +You can also check individual runs: + +![Pipeline Overview](docs/img/pipeline.png) + +Check the usage of the RAG UI below. + +# Deploying RAG Blueprint All at once Use the taint key from above as the `LLM_TOLERATION` and `SAFETY_TOLERATION` @@ -200,7 +280,7 @@ When prompted, enter your **[Hugging Face Token]((https://huggingface.co/setting Note: This process often takes 11 to 30 minutes -7. Watch/Monitor +## Watch/Monitor ```bash oc get pods -n llama-stack-rag @@ -227,7 +307,7 @@ oc get svc -n llama-stack-rag oc get routes -n llama-stack-rag ``` -### Using the RAG UI +## Using the RAG UI 1. Get the route url for the application diff --git a/deploy/helm/Makefile b/deploy/helm/Makefile index 1ed11ab..5db048d 100644 --- a/deploy/helm/Makefile +++ b/deploy/helm/Makefile @@ -176,7 +176,6 @@ install-rag: namespace secrets install-mcp-servers @$(MAKE) pg-vector @$(MAKE) create-minio-bucket - @$(MAKE) status @$(MAKE) configure-pipeline-server @$(MAKE) create-ingestion-pipeline @@ -184,6 +183,16 @@ install-rag: namespace secrets install-mcp-servers @echo "Waiting for deployment to be ready..." @$(MAKE) wait +.PHONY: install-llama-stack +install-llama-stack: + @$(eval HELM_ARGS := $(call helm_llama_stack_args)) + + @echo "Deploying Helm chart $(CHART_PATH) as release $(RELEASE_NAME) in namespace $(NAMESPACE)..." + helm upgrade --install $(RELEASE_NAME) $(CHART_PATH) -n $(NAMESPACE) $(HELM_ARGS) $(EXTRA_HELM_ARGS) + + @echo "Waiting for deployment to be ready..." + @$(MAKE) wait + install-%: install-llm-service-% install-rag @echo "Installed from target install-$*" diff --git 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