Revert back to single-app mode

.project-metadata.yaml

@@ -45,32 +45,6 @@ tasks:
     entity_label: refresh_project
     short_summary: Run job to refresh the project from source and rebuilding.
 
-  - type: start_application
-    name: RagStudioQdrant
-    subdomain: ragstudioqdrant
-    bypass_authentication: false
-    static_subdomain: false
-    script: scripts/startup_qdrant.py
-    short_summary: Create and start RagStudio's Qdrant instance.
-    long_summary: Create and start RagStudio Qdrant instance.
-    cpu: 2
-    memory: 4
-    environment_variables:
-      TASK_TYPE: START_APPLICATION
-
-  - type: start_application
-    name: RagStudioMetadata
-    subdomain: ragstudiometadata
-    bypass_authentication: false
-    static_subdomain: false
-    script: scripts/startup_metadata_app.py
-    short_summary: Create and start RagStudio's Metadata API instance.
-    long_summary: Create and start RagStudio Metadata API instance.
-    cpu: 2
-    memory: 4
-    environment_variables:
-      TASK_TYPE: START_APPLICATION
-
   - type: start_application
     name: RagStudio
     subdomain: ragstudio

backend/src/main/resources/application.properties

@@ -54,4 +54,4 @@ otel.metrics.exporter=none
 otel.traces.exporter=none
 
 server.address=${API_HOST:127.0.0.1}
-server.port=${CDSW_APP_PORT:8080}
+server.port=${METADATA_APP_PORT:8080}

docs/allow_list.txt

@@ -7,21 +7,24 @@ Node 22:
 https://nodejs.org/dist/v22.15.0/node-v22.15.0-darwin-arm64.tar.xz
 
 RAG Studio artifacts:
-https://github.com/cloudera/CML_AMP_RAG_Studio/releases/latest/download
+# note: these first 3 redirect to the specific release url (eg. releases/download/1.16.0/...)
+https://github.com/cloudera/CML_AMP_RAG_Studio/releases/latest/download/rag-api.jar
+https://github.com/cloudera/CML_AMP_RAG_Studio/releases/latest/download/fe-dist.tar.gz
+https://github.com/cloudera/CML_AMP_RAG_Studio/releases/latest/download/node-dist.tar.gz
+https://github.com/cloudera/CML_AMP_RAG_Studio/releases/download/model_download/craft_mlt_25k.pth
+https://github.com/cloudera/CML_AMP_RAG_Studio/releases/download/model_download/latin_g2.pth
 
 Qdrant:
 https://github.com/qdrant/qdrant/releases/download/v1.11.3/qdrant-x86_64-unknown-linux-musl.tar.gz
 
 Java:
 https://corretto.aws/downloads/latest/amazon-corretto-21-x64-linux-jdk.tar.gz
 
-RAG Studio CML image:
+RAG Studio CML image (the picture shown in the catalog):
 https://raw.githubusercontent.com
 
 Python dependencies:
 https://pypi.org
 https://files.pythonhosted.org
 
-Node dependencies:
-http://registry.npmjs.org/
 

scripts/refresh_project.sh

@@ -91,5 +91,5 @@ rm -rf node_modules
 tar -xzf ../../artifacts/node-dist.tar.gz
 
 cd ../../scripts
-python install_qdrant_app.py
-python install_metadata_app.py
+#python install_qdrant_app.py
+#python install_metadata_app.py

scripts/restart_app.py

@@ -45,7 +45,8 @@
 client = cmlapi.default_client()
 project_id = os.environ["CDSW_PROJECT_ID"]
 cml_apps = client.list_applications(project_id=project_id)
-ragstudio_apps = ["RagStudioMetadata", "RagStudio"]
+# ragstudio_apps = ["RagStudioMetadata", "RagStudio"]
+ragstudio_apps = ["RagStudio"]
 
 if len(cml_apps.applications) > 0:
     for app_name in ragstudio_apps:

scripts/startup_app.py

@@ -42,17 +42,17 @@
 
 client = cmlapi.default_client()
 applications = client.list_applications(project_id=os.environ['CDSW_PROJECT_ID'])
-metadata_base_url: str = "whatever, bro"
+metadata_base_url: str = "http://localhost:8080"
 if len(applications.applications) > 0:
     for app in applications.applications:
         if app.name == "RagStudioMetadata":
-            metadata_base_url = f"{app.subdomain}.{os.environ['CDSW_DOMAIN']}"
+            metadata_base_url = f"https://{app.subdomain}.{os.environ['CDSW_DOMAIN']}"
 
 root_dir = "/home/cdsw/rag-studio" if os.getenv("IS_COMPOSABLE", "") != "" else "/home/cdsw"
 os.chdir(root_dir)
 
 env = os.environ.copy()
-env["API_URL"] = f"https://{metadata_base_url}"
+env["API_URL"] = f"{metadata_base_url}"
 
 print("Starting application with metadata base URL: ", metadata_base_url)
 

scripts/startup_app.sh

@@ -63,10 +63,15 @@ fi
 export RAG_DATABASES_DIR=$(pwd)/databases
 export LLM_SERVICE_URL="http://localhost:8081"
 
-#export API_URL="http://localhost:8080"
 export MLFLOW_ENABLE_ARTIFACTS_PROGRESS_BAR=false
 export MLFLOW_RECONCILER_DATA_PATH=$(pwd)/llm-service/reconciler/data
 
+# start Qdrant vector DB
+qdrant/qdrant & 2>&1
+
+# start up the jarva
+scripts/startup_java.sh & 2>&1
+
 # start Python backend
 cd llm-service
 mkdir -p $MLFLOW_RECONCILER_DATA_PATH

scripts/startup_java.sh

@@ -0,0 +1,61 @@
+#
+# CLOUDERA APPLIED MACHINE LEARNING PROTOTYPE (AMP)
+# (C) Cloudera, Inc. 2025
+# All rights reserved.
+#
+# Applicable Open Source License: Apache 2.0
+#
+# NOTE: Cloudera open source products are modular software products
+# made up of hundreds of individual components, each of which was
+# individually copyrighted.  Each Cloudera open source product is a
+# collective work under U.S. Copyright Law. Your license to use the
+# collective work is as provided in your written agreement with
+# Cloudera.  Used apart from the collective work, this file is
+# licensed for your use pursuant to the open source license
+# identified above.
+#
+# This code is provided to you pursuant a written agreement with
+# (i) Cloudera, Inc. or (ii) a third-party authorized to distribute
+# this code. If you do not have a written agreement with Cloudera nor
+# with an authorized and properly licensed third party, you do not
+# have any rights to access nor to use this code.
+#
+# Absent a written agreement with Cloudera, Inc. ("Cloudera") to the
+# contrary, A) CLOUDERA PROVIDES THIS CODE TO YOU WITHOUT WARRANTIES OF ANY
+# KIND; (B) CLOUDERA DISCLAIMS ANY AND ALL EXPRESS AND IMPLIED
+# WARRANTIES WITH RESPECT TO THIS CODE, INCLUDING BUT NOT LIMITED TO
+# IMPLIED WARRANTIES OF TITLE, NON-INFRINGEMENT, MERCHANTABILITY AND
+# FITNESS FOR A PARTICULAR PURPOSE; (C) CLOUDERA IS NOT LIABLE TO YOU,
+# AND WILL NOT DEFEND, INDEMNIFY, NOR HOLD YOU HARMLESS FOR ANY CLAIMS
+# ARISING FROM OR RELATED TO THE CODE; AND (D)WITH RESPECT TO YOUR EXERCISE
+# OF ANY RIGHTS GRANTED TO YOU FOR THE CODE, CLOUDERA IS NOT LIABLE FOR ANY
+# DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, PUNITIVE OR
+# CONSEQUENTIAL DAMAGES INCLUDING, BUT NOT LIMITED TO, DAMAGES
+# RELATED TO LOST REVENUE, LOST PROFITS, LOSS OF INCOME, LOSS OF
+# BUSINESS ADVANTAGE OR UNAVAILABILITY, OR LOSS OR CORRUPTION OF
+# DATA.
+#
+
+set -ox pipefail
+
+RAG_STUDIO_INSTALL_DIR="/home/cdsw/rag-studio"
+DB_URL_LOCATION="jdbc:h2:file:~/rag-studio/databases/rag"
+if [ -z "$IS_COMPOSABLE" ]; then
+  RAG_STUDIO_INSTALL_DIR="/home/cdsw"
+  DB_URL_LOCATION="jdbc:h2:file:~/databases/rag"
+fi
+
+export DB_URL=$DB_URL_LOCATION
+export JAVA_ROOT=`ls ${RAG_STUDIO_INSTALL_DIR}/java-home`
+export JAVA_HOME="${RAG_STUDIO_INSTALL_DIR}/java-home/${JAVA_ROOT}"
+
+for i in {1..3}; do
+  echo "Starting Java application..."
+  "$JAVA_HOME"/bin/java -jar artifacts/rag-api.jar
+  echo "Java application crashed, retrying ($i/3)..."
+  sleep 5
+done
+#while ! curl --output /dev/null --silent --fail http://localhost:8080/api/v1/rag/dataSources; do
+#    echo "Waiting for the Java backend to be ready..."
+#    sleep 4
+#done

scripts/startup_metadata_app.sh

@@ -51,6 +51,7 @@ fi
 export DB_URL=$DB_URL_LOCATION
 export JAVA_ROOT=`ls ${RAG_STUDIO_INSTALL_DIR}/java-home`
 export JAVA_HOME="${RAG_STUDIO_INSTALL_DIR}/java-home/${JAVA_ROOT}"
+export METADATA_APP_PORT=${CDSW_APP_PORT}
 
 for i in {1..3}; do
   echo "Starting Java application..."