self-host langgraph
This commit is contained in:
@@ -22,15 +22,12 @@ jobs:
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username: ${{ gitea.actor }}
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password: ${{ secrets.ACTIONS_PUSH_TOKEN }}
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- name: Install uv
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run: |
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curl -LsSf https://astral.sh/uv/install.sh | sh
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echo "$HOME/.local/bin" >> $GITHUB_PATH
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- name: Set up Docker Buildx
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uses: docker/setup-buildx-action@v3
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- name: Build with langgraph
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working-directory: ./web/agent
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run: |
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uv run langgraph build -t git.seaturtle.pw/cavepedia/cavepediav2-agent:latest
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- name: Push image
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run: docker push git.seaturtle.pw/cavepedia/cavepediav2-agent:latest
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- name: Build and push
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uses: docker/build-push-action@v6
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with:
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context: ./web/agent
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push: true
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tags: git.seaturtle.pw/cavepedia/cavepediav2-agent:latest
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@@ -16,5 +16,4 @@ dependencies = [
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"docstring-parser>=0.17.0",
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"jsonschema>=4.25.1",
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"copilotkit>=0.1.0",
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"ag-ui-langgraph>=0.0.4",
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]
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@@ -1,5 +1,5 @@
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"""
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Self-hosted LangGraph agent server using CopilotKit's AG-UI protocol.
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Self-hosted LangGraph agent server using CopilotKit.
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"""
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import os
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@@ -7,23 +7,36 @@ from fastapi import FastAPI
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import uvicorn
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from dotenv import load_dotenv
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from copilotkit import LangGraphAGUIAgent
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from ag_ui_langgraph import add_langgraph_fastapi_endpoint
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from copilotkit import CopilotKitRemoteEndpoint, LangGraphAgent
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from copilotkit.integrations.fastapi import add_fastapi_endpoint
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from main import graph
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load_dotenv()
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app = FastAPI(title="Cavepedia Agent")
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add_langgraph_fastapi_endpoint(
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app=app,
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agent=LangGraphAGUIAgent(
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name="vpi_1000",
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description="AI assistant with access to cave-related information through the Cavepedia MCP server",
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graph=graph,
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),
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path="/",
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)
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def build_agents(context):
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"""Build agents with auth context from frontend."""
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user_roles = context.get("properties", {}).get("auth0_user_roles", [])
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return [
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LangGraphAgent(
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name="vpi_1000",
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description="AI assistant with access to cave-related information through the Cavepedia MCP server",
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graph=graph,
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langgraph_config={
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"configurable": {
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"context": {
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"auth0_user_roles": user_roles,
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}
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}
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},
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)
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]
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sdk = CopilotKitRemoteEndpoint(agents=build_agents)
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add_fastapi_endpoint(app, sdk, "/copilotkit")
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@app.get("/health")
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2
web/agent/uv.lock
generated
2
web/agent/uv.lock
generated
@@ -1006,7 +1006,6 @@ name = "vpi-1000"
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version = "1.0.0"
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source = { virtual = "." }
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dependencies = [
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{ name = "ag-ui-langgraph" },
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{ name = "anthropic" },
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{ name = "copilotkit" },
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{ name = "docstring-parser" },
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@@ -1023,7 +1022,6 @@ dependencies = [
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[package.metadata]
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requires-dist = [
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{ name = "ag-ui-langgraph", specifier = ">=0.0.4" },
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{ name = "anthropic", specifier = ">=0.40.0" },
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{ name = "copilotkit", specifier = ">=0.1.0" },
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{ name = "docstring-parser", specifier = ">=0.17.0" },
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@@ -2,7 +2,6 @@ import {
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CopilotRuntime,
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ExperimentalEmptyAdapter,
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copilotRuntimeNextJSAppRouterEndpoint,
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LangGraphHttpAgent,
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} from "@copilotkit/runtime";
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import { NextRequest } from "next/server";
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@@ -23,13 +22,17 @@ export const POST = async (req: NextRequest) => {
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console.log("[copilotkit] session exists:", !!session);
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console.log("[copilotkit] userRoles:", userRoles);
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// 2. Create the CopilotRuntime instance with self-hosted agent
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// 2. Create the CopilotRuntime instance with remote endpoint
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const runtime = new CopilotRuntime({
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agents: {
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"vpi_1000": new LangGraphHttpAgent({
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url: process.env.LANGGRAPH_DEPLOYMENT_URL || "http://localhost:8000",
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}),
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}
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remoteEndpoints: [
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{
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url: `${process.env.LANGGRAPH_DEPLOYMENT_URL || "http://localhost:8000"}/copilotkit`,
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},
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],
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// Pass auth context as properties to the remote endpoint
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properties: {
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auth0_user_roles: userRoles,
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},
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});
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const { handleRequest } = copilotRuntimeNextJSAppRouterEndpoint({
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