use standard tracing and logging in brightstaff (#721)

demos/use_cases/multi_agent_with_crewai_langchain/README.md

@@ -47,13 +47,13 @@ This starts:
 - **Plano** (ports 12000, 8001) - routing and orchestration
 - **CrewAI Flight Agent** (port 10520) - flight search
 - **LangChain Weather Agent** (port 10510) - weather forecasts
-- **Open WebUI** (port 8080) - chat interface
+- **AnythingLLM** (port 3001) - chat interface
 - **Jaeger** (port 16686) - distributed tracing
 
 ### Try It Out
 
 1. **Open the Chat Interface**
-   - Navigate to [http://localhost:8080](http://localhost:8080)
+   - Navigate to [http://localhost:3001](http://localhost:3001)
    - Create an account (stored locally)
 
 2. **Ask Multi-Agent Questions**
@@ -75,9 +75,9 @@ This starts:
 ## Architecture
 
 ```
-┌─────────────┐
-│  Open WebUI │ (Chat Interface)
-└──────┬──────┘
+┌──────────────┐
+│ AnythingLLM  │ (Chat Interface)
+└──────┬───────┘
        │
        v
 ┌─────────────┐

demos/use_cases/multi_agent_with_crewai_langchain/config.yaml

@@ -55,3 +55,4 @@ listeners:
 
 tracing:
   random_sampling: 100
+  opentracing_grpc_endpoint: http://jaeger:4317

demos/use_cases/multi_agent_with_crewai_langchain/docker-compose.yaml

@@ -9,7 +9,8 @@ services:
     environment:
       - ARCH_CONFIG_PATH=/app/arch_config.yaml
       - OPENAI_API_KEY=${OPENAI_API_KEY:?OPENAI_API_KEY environment variable is required but not set}
-      - OTEL_TRACING_HTTP_ENDPOINT=http://host.docker.internal:4318/v1/traces
+      - OTEL_TRACING_GRPC_ENDPOINT=http://jaeger:4317
+      - LOG_LEVEL=${LOG_LEVEL:-info}
     volumes:
       - ./config.yaml:/app/arch_config.yaml:ro
       - /etc/ssl/cert.pem:/etc/ssl/cert.pem
@@ -36,15 +37,20 @@ services:
       - LLM_GATEWAY_ENDPOINT=http://plano:12000/v1
     command: ["python", "-u", "langchain/weather_agent.py"]
 
-  open-web-ui:
-    image: dyrnq/open-webui:main
+  anythingllm:
+    image: mintplexlabs/anythingllm
     restart: always
     ports:
-      - "8080:8080"
+      - "3001:3001"
+    cap_add:
+      - SYS_ADMIN
     environment:
-      - DEFAULT_MODEL=gpt-4o-mini
-      - ENABLE_OPENAI_API=true
-      - OPENAI_API_BASE_URL=http://plano:8001/v1
+      - STORAGE_DIR=/app/server/storage
+      - LLM_PROVIDER=generic-openai
+      - GENERIC_OPEN_AI_BASE_PATH=http://plano:8001/v1
+      - GENERIC_OPEN_AI_MODEL_PREF=gpt-4o-mini
+      - GENERIC_OPEN_AI_MODEL_TOKEN_LIMIT=128000
+      - GENERIC_OPEN_AI_API_KEY=sk-placeholder
 
   jaeger:
     build:
@@ -53,4 +59,3 @@ services:
     ports:
       - "16686:16686"  # Jaeger UI
       - "4317:4317"    # OTLP gRPC receiver
-      - "4318:4318"    # OTLP HTTP receiver