updates readme and dockerfile for framework flag

Author: GabrieleSgroiGenius

services/domyn_agent_example/Dockerfile

@@ -15,6 +15,7 @@ COPY agent_expose.py .
 # All required values come from environment variables (see .env.example)
 CMD ["sh", "-c", \
     "domyn expose agent_expose:agent \
+        --framework  domyn \
         --channel-id $DOMYN_CHANNEL_ID \
         --space-id   $DOMYN_SPACE_ID \
         --base-url   $DOMYN_BASE_URL"]

services/domyn_agent_example/README.md

@@ -77,6 +77,7 @@ Connect to the platform:
 ```bash
 source .env
 domyn expose agent_expose:agent \
+    --framework   domyn \
     --channel-id  $DOMYN_CHANNEL_ID \
     --space-id    $DOMYN_SPACE_ID \
     --base-url    $DOMYN_BASE_URL
@@ -200,7 +201,7 @@ Platform orchestrator
         │
         │  AGENT_START (via WebSocket relay)
         ▼
-domyn expose agent_expose:agent
+domyn expose agent_expose:agent --framework domyn
         │
         │  Receives AGENT_START, extracts task text
         │  Runs domyn Runner with the Agent
@@ -213,6 +214,6 @@ Agent ReAct loop
         └── RESPONSE → streamed back to platform
 ```
 
-The `domyn expose` command auto-detects that `agent_expose:agent` is a domyn `Agent` instance and uses the `DomynAgentRuntime` — no input mapper or LangChain callbacks required.
+The `--framework domyn` flag tells `domyn expose` to use the `DomynAgentRuntime` — no input mapper or LangChain callbacks required.
 
 Multi-turn conversations are supported: the agent maintains conversation history per `conversation_id` across calls.

services/langgraph_agent_example/.env.example

@@ -1,7 +1,7 @@
 DOMYN_API_KEY=your_api_key_here
-CHANNEL_ID=your_channel_id_here
-SPACE_ID=your_space_id_here
-PLATFORM_BASE_URL=analytics-az.crystal.io
+DOMYN_CHANNEL_ID=your_channel_id_here
+DOMYN_SPACE_ID=your_space_id_here
+DOMYN_BASE_URL=analytics-az.crystal.io
 VLLM_API_KEY=your_vllm_api_key_here
 VLLM_BASE_URL=https://gateway-dev.llm.crystal.ai/v1
 VLLM_MODEL=Qwen/Qwen3.5-27B

services/langgraph_agent_example/Dockerfile

@@ -17,8 +17,4 @@ COPY agent_expose.py .
 
 # Connect to the Domyn platform via WebSocket relay
 # All required values come from environment variables (see .env.example)
-CMD ["sh", "-c", \
-    "domyn expose agent_expose:graph \
-        --channel-id $CHANNEL_ID \
-        --space-id   $SPACE_ID \
-        --base-url   $PLATFORM_BASE_URL"]
+CMD ["domyn", "expose", "agent_expose:graph", "--framework", "langgraph"]

services/langgraph_agent_example/README.md

@@ -77,6 +77,7 @@ Connect to the platform:
 ```bash
 source .env
 domyn expose agent_expose:graph \
+    --framework   langgraph \
     --channel-id  $DOMYN_CHANNEL_ID \
     --space-id    $DOMYN_SPACE_ID \
     --base-url    $DOMYN_BASE_URL

services/langgraph_deterministic_graph_example/Dockerfile

@@ -17,6 +17,7 @@ COPY loan_assessment_graph.py .
 # All required values come from environment variables (see .env.example)
 CMD ["sh", "-c", \
     "domyn expose loan_assessment_graph:graph \
+        --framework  langgraph \
         --channel-id $CHANNEL_ID \
         --space-id   $SPACE_ID \
         --base-url   $PLATFORM_BASE_URL"]

services/langgraph_deterministic_graph_example/README.md

@@ -74,6 +74,7 @@ Connect to the platform:
 ```bash
 source .env
 domyn expose loan_assessment_graph:graph \
+    --framework   langgraph \
     --channel-id  $DOMYN_CHANNEL_ID \
     --space-id    $DOMYN_SPACE_ID \
     --base-url    $DOMYN_BASE_URL