Merge pull request #43 from CopilotKit/claude/deploy-to-render

feat: add Render deployment blueprint

Author: GeneralJerel

.env.example

@@ -1 +1,10 @@
-OPENAI_API_KEY=
+OPENAI_API_KEY=
+
+# LLM model — strong models are required for reliable UI generation
+# Recommended: gpt-5.4, gpt-5.4-pro, claude-opus-4-6, gemini-3.1-pro
+LLM_MODEL=gpt-5.4-2026-03-05
+
+# Rate limiting (per IP) — disabled by default
+RATE_LIMIT_ENABLED=false
+RATE_LIMIT_WINDOW_MS=60000
+RATE_LIMIT_MAX=40

.gitignore

@@ -60,3 +60,6 @@ bun.lockb
 
 # Demos
 .demos
+
+# References
+.references

README.md

@@ -23,6 +23,16 @@ make setup    # Install deps + create .env template
 make dev      # Start all services
 ```
 
+> **Strong models required.** Generative UI demands high-capability models that can produce complex, well-structured HTML/SVG in a single pass. Set `LLM_MODEL` in your `.env` to one of:
+>
+> | Model | Provider |
+> |-------|----------|
+> | `gpt-5.4` / `gpt-5.4-pro` | OpenAI |
+> | `claude-opus-4-6` | Anthropic |
+> | `gemini-3.1-pro` | Google |
+>
+> Smaller or weaker models will produce broken layouts, missing interactivity, or incomplete visualizations.
+
 - **App**: http://localhost:3000
 - **Agent**: http://localhost:8123
 

apps/agent/main.py

@@ -3,6 +3,8 @@
 It defines the workflow graph, state, tools, nodes and edges.
 """
 
+import os
+
 from copilotkit import CopilotKitMiddleware
 from langchain.agents import create_agent
 from langchain_openai import ChatOpenAI
@@ -17,7 +19,7 @@
 _skills_text = load_all_skills()
 
 agent = create_agent(
-    model=ChatOpenAI(model="gpt-5.4-2026-03-05"),
+    model=ChatOpenAI(model=os.environ.get("LLM_MODEL", "gpt-5.4-2026-03-05")),
     tools=[query_data, *todo_tools, generate_form, *template_tools],
     middleware=[CopilotKitMiddleware()],
     state_schema=AgentState,

apps/app/src/app/api/copilotkit/route.ts

@@ -6,28 +6,72 @@ import {
 import { LangGraphAgent } from "@copilotkit/runtime/langgraph";
 import { NextRequest } from "next/server";
 
+// Simple in-memory sliding-window rate limiter (per IP)
+// Enable via RATE_LIMIT_ENABLED=true — off by default.
+// For high-traffic deployments, consider Redis-backed rate limiting instead.
+const RATE_LIMIT_ENABLED = process.env.RATE_LIMIT_ENABLED === "true";
+const RATE_LIMIT_WINDOW_MS = Number(process.env.RATE_LIMIT_WINDOW_MS) || 60_000;
+const RATE_LIMIT_MAX = Number(process.env.RATE_LIMIT_MAX) || 40;
+const hits = new Map<string, number[]>();
+
+function isRateLimited(ip: string): boolean {
+  if (!RATE_LIMIT_ENABLED) return false;
+  const now = Date.now();
+  const timestamps = hits.get(ip)?.filter(t => t > now - RATE_LIMIT_WINDOW_MS) ?? [];
+  timestamps.push(now);
+  hits.set(ip, timestamps);
+  return timestamps.length > RATE_LIMIT_MAX;
+}
+
+// Prune stale entries every 5 min to prevent unbounded memory growth
+if (RATE_LIMIT_ENABLED) {
+  setInterval(() => {
+    const cutoff = Date.now() - RATE_LIMIT_WINDOW_MS;
+    hits.forEach((timestamps, ip) => {
+      const recent = timestamps.filter(t => t > cutoff);
+      if (recent.length === 0) hits.delete(ip);
+      else hits.set(ip, recent);
+    });
+  }, 300_000);
+}
+
+// Normalize Render's fromService hostport (bare host:port) into a full URL
+const raw = process.env.LANGGRAPH_DEPLOYMENT_URL;
+const deploymentUrl = !raw
+  ? "http://localhost:8123"
+  : raw.startsWith("http")
+    ? raw
+    : `http://${raw}`;
+
 // 1. Define the agent connection to LangGraph
 const defaultAgent = new LangGraphAgent({
-  deploymentUrl: process.env.LANGGRAPH_DEPLOYMENT_URL || "http://localhost:8123",
+  deploymentUrl,
   graphId: "sample_agent",
   langsmithApiKey: process.env.LANGSMITH_API_KEY || "",
 });
 
 // 3. Define the route and CopilotRuntime for the agent
 export const POST = async (req: NextRequest) => {
+  const ip = req.headers.get("x-forwarded-for")?.split(",")[0]?.trim() ?? "unknown";
+  if (isRateLimited(ip)) {
+    return new Response("Too many requests", { status: 429 });
+  }
+
   const { handleRequest } = copilotRuntimeNextJSAppRouterEndpoint({
     endpoint: "/api/copilotkit",
     serviceAdapter: new ExperimentalEmptyAdapter(),
     runtime: new CopilotRuntime({
       agents: { default: defaultAgent, },
       a2ui: { injectA2UITool: true },
-      mcpApps: {
-        servers: [{
-          type: "http",
-          url: process.env.MCP_SERVER_URL || "https://mcp.excalidraw.com",
-          serverId: "example_mcp_app",
-        }],
-      },
+      ...(process.env.MCP_SERVER_URL && {
+        mcpApps: {
+          servers: [{
+            type: "http",
+            url: process.env.MCP_SERVER_URL,
+            serverId: "example_mcp_app",
+          }],
+        },
+      }),
     }),
   });
 

docker/Dockerfile.agent

@@ -0,0 +1,18 @@
+FROM langchain/langgraph-api:3.12
+
+ADD apps/agent /deps/agent
+
+RUN for dep in /deps/*; do \
+        echo "Installing $dep"; \
+        if [ -d "$dep" ]; then \
+            (cd "$dep" && PYTHONDONTWRITEBYTECODE=1 uv pip install --system --no-cache-dir -c /api/constraints.txt -e .); \
+        fi; \
+    done
+
+ENV LANGSERVE_GRAPHS='{"sample_agent": "/deps/agent/main.py:graph"}'
+
+RUN mkdir -p /api/langgraph_api /api/langgraph_runtime /api/langgraph_license \
+    && touch /api/langgraph_api/__init__.py /api/langgraph_runtime/__init__.py /api/langgraph_license/__init__.py
+RUN PYTHONDONTWRITEBYTECODE=1 uv pip install --system --no-cache-dir --no-deps -e /api
+
+WORKDIR /deps/agent

render.yaml

@@ -0,0 +1,47 @@
+services:
+  # ── Agent (LangGraph Python) — private, not exposed to internet ──
+  - type: pserv
+    name: open-generative-ui-agent
+    runtime: docker
+    plan: starter
+    dockerfilePath: docker/Dockerfile.agent
+    healthCheckPath: /ok
+    envVars:
+      - key: OPENAI_API_KEY
+        sync: false
+      - key: LANGSMITH_API_KEY
+        sync: false
+      - key: LLM_MODEL
+        value: gpt-5.4-2026-03-05
+    buildFilter:
+      paths:
+        - apps/agent/**
+        - docker/Dockerfile.agent
+
+  # ── Frontend (Next.js) — public web service ──
+  - type: web
+    name: open-generative-ui-app
+    runtime: docker
+    plan: starter
+    dockerfilePath: docker/Dockerfile.app
+    envVars:
+      - key: LANGGRAPH_DEPLOYMENT_URL
+        fromService:
+          name: open-generative-ui-agent
+          type: pserv
+          property: hostport
+      - key: LANGSMITH_API_KEY
+        sync: false
+      - key: RATE_LIMIT_ENABLED
+        value: "false"
+      - key: RATE_LIMIT_WINDOW_MS
+        value: "60000"
+      - key: RATE_LIMIT_MAX
+        value: "40"
+    buildFilter:
+      paths:
+        - apps/app/**
+        - package.json
+        - pnpm-lock.yaml
+        - turbo.json
+        - docker/Dockerfile.app