run demos without docker, keep docker optional via --with-ui

demos/advanced/multi_turn_rag/docker-compose.yaml

@@ -1,15 +1,4 @@
 services:
-  rag_energy_source_agent:
-    build:
-      context: .
-      dockerfile: Dockerfile
-    ports:
-      - "18083:80"
-    healthcheck:
-        test: ["CMD", "curl" ,"http://localhost:80/healthz"]
-        interval: 5s
-        retries: 20
-
   anythingllm:
     image: mintplexlabs/anythingllm
     restart: always

demos/advanced/multi_turn_rag/pyproject.toml

@@ -0,0 +1,12 @@
+[project]
+name = "multi-turn-rag"
+version = "0.1.0"
+requires-python = ">=3.12"
+dependencies = [
+    "fastapi",
+    "uvicorn",
+    "pydantic>=2.8",
+    "httpx>=0.27",
+    "openai>=1.51",
+    "python-dotenv>=1.0",
+]

demos/advanced/multi_turn_rag/run_demo.sh

@@ -22,18 +22,27 @@ start_demo() {
   echo "Starting Plano with config.yaml..."
   planoai up config.yaml
 
-  # Step 4: Start Network Agent
-  echo "Starting HR Agent using Docker Compose..."
-  docker compose up -d  # Run in detached mode
+  # Step 4: Start agents natively
+  echo "Starting agents..."
+  bash start_agents.sh &
+
+  # Step 5: Optionally start UI services (AnythingLLM)
+  if [ "$1" == "--with-ui" ]; then
+    echo "Starting UI services (AnythingLLM)..."
+    docker compose up -d
+  fi
 }
 
 # Function to stop the demo
 stop_demo() {
-  # Step 1: Stop Docker Compose services
-  echo "Stopping HR Agent using Docker Compose..."
-  docker compose down -v
+  # Stop agents
+  echo "Stopping agents..."
+  pkill -f start_agents.sh 2>/dev/null || true
 
-  # Step 2: Stop Plano
+  # Stop Docker Compose services if running
+  docker compose down 2>/dev/null || true
+
+  # Stop Plano
   echo "Stopping Plano..."
   planoai down
 }
@@ -42,6 +51,5 @@ stop_demo() {
 if [ "$1" == "down" ]; then
   stop_demo
 else
-  # Default action is to bring the demo up
-  start_demo
+  start_demo "$1"
 fi

demos/advanced/multi_turn_rag/start_agents.sh

@@ -0,0 +1,24 @@
+#!/bin/bash
+set -e
+
+PIDS=()
+
+log() { echo "$(date '+%F %T') - $*"; }
+
+cleanup() {
+    log "Stopping agents..."
+    for PID in "${PIDS[@]}"; do
+        kill $PID 2>/dev/null && log "Stopped process $PID"
+    done
+    exit 0
+}
+
+trap cleanup EXIT INT TERM
+
+log "Starting rag_energy_source_agent on port 18083..."
+uv run uvicorn main:app --host 0.0.0.0 --port 18083 &
+PIDS+=($!)
+
+for PID in "${PIDS[@]}"; do
+    wait "$PID"
+done