All-in-one: Argilla + Elasticsearch minimal

Dockerfile

@@ -1,23 +1,38 @@
-FROM argilla/argilla-server:latest
+FROM ubuntu:22.04
 
-# Use HuggingFace Hub as search backend (new feature in Argilla 2.x)
-# This avoids needing Elasticsearch
-ENV ARGILLA_SEARCH_ENGINE=hub
+ENV DEBIAN_FRONTEND=noninteractive
 
-# SQLite database
-ENV ARGILLA_HOME_PATH=/var/lib/argilla  
-ENV ARGILLA_DATABASE_URL=sqlite+aiosqlite:////var/lib/argilla/argilla.db
+# Install Java, Python, curl
+RUN apt-get update && apt-get install -y     openjdk-17-jre-headless     python3.11 python3-pip curl     && rm -rf /var/lib/apt/lists/*
+
+# Install Elasticsearch 8 (minimal config)
+RUN curl -L -O https://artifacts.elastic.co/downloads/elasticsearch/elasticsearch-8.11.0-linux-x86_64.tar.gz     && tar -xzf elasticsearch-8.11.0-linux-x86_64.tar.gz     && rm elasticsearch-8.11.0-linux-x86_64.tar.gz     && useradd -m elasticsearch     && chown -R elasticsearch:elasticsearch /elasticsearch-8.11.0
+
+# Configure ES for minimal memory
+RUN echo "xpack.security.enabled: false" >> /elasticsearch-8.11.0/config/elasticsearch.yml     && echo "xpack.security.enrollment.enabled: false" >> /elasticsearch-8.11.0/config/elasticsearch.yml     && echo "discovery.type: single-node" >> /elasticsearch-8.11.0/config/elasticsearch.yml     && echo "network.host: 127.0.0.1" >> /elasticsearch-8.11.0/config/elasticsearch.yml     && echo "-Xms256m" >> /elasticsearch-8.11.0/config/jvm.options     && echo "-Xmx256m" >> /elasticsearch-8.11.0/config/jvm.options
 
-# Credentials
+# Install Argilla
+RUN pip3 install argilla-server
+
+# Environment
+ENV ARGILLA_HOME_PATH=/var/lib/argilla
+ENV ARGILLA_DATABASE_URL=sqlite+aiosqlite:////var/lib/argilla/argilla.db
+ENV ARGILLA_ELASTICSEARCH=http://127.0.0.1:9200
 ENV USERNAME=argilla
 ENV PASSWORD=12345678
 ENV API_KEY=argilla.apikey
 ENV WORKSPACE=default
 
-# Create data directory
 RUN mkdir -p /var/lib/argilla
 
 EXPOSE 7860
 
-# Start with database migration
-CMD python -m argilla_server database migrate &&     python -m argilla_server start --host 0.0.0.0 --port 7860
+# Startup script
+RUN echo '#!/bin/bash
+cd /elasticsearch-8.11.0 && su elasticsearch -c "./bin/elasticsearch -d -p /tmp/es.pid"
+sleep 20
+python3 -m argilla_server database migrate
+python3 -m argilla_server start --host 0.0.0.0 --port 7860
+' > /start.sh && chmod +x /start.sh
+
+CMD ["/bin/bash", "/start.sh"]