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sonnet 4.5 -> gemini 3 pro preview

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This commit is contained in:
Paul Walko
2025-12-09 05:09:08 +01:00
parent 49ea3c1a99
commit a30e5a6524
4 changed files with 246 additions and 41 deletions
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18
web/agent/main.py
View File

@@ -9,12 +9,13 @@ import json
from langchain.tools import tool
from langchain_core.messages import BaseMessage, SystemMessage
from langchain_core.runnables import RunnableConfig
from langchain_anthropic import ChatAnthropic
from langchain_google_genai import ChatGoogleGenerativeAI
from langgraph.graph import END, MessagesState, StateGraph, START
from langgraph.prebuilt import ToolNode, tools_condition
from langgraph.types import Command
from langchain_mcp_adapters.client import MultiServerMCPClient
from langchain_mcp_adapters.interceptors import MCPToolCallRequest, MCPToolCallResult
from copilotkit.langgraph import copilotkit_customize_config
class AgentState(MessagesState):
@@ -110,7 +111,7 @@ async def chat_node(state: AgentState, config: RunnableConfig) -> dict:
print(f"Chat node invoked with roles: {user_roles}")
# 1. Define the model
model = ChatAnthropic(model="claude-sonnet-4-5-20250929")
model = ChatGoogleGenerativeAI(model="gemini-3-pro-preview", max_output_tokens=65536)
# 1.5 Load MCP tools from the cavepedia server with roles
mcp_tools = await get_mcp_tools(user_roles)
@@ -121,12 +122,7 @@ async def chat_node(state: AgentState, config: RunnableConfig) -> dict:
*state.get("tools", []), # bind tools defined by ag-ui
*backend_tools,
*mcp_tools, # Add MCP tools from cavepedia server
# your_tool_here
],
# 2.1 Disable parallel tool calls to avoid race conditions,
# enable this for faster performance if you want to manage
# the complexity of running tool calls in parallel.
parallel_tool_calls=False,
)
# 3. Define the system message by which the chat model will be run
@@ -134,13 +130,19 @@ async def chat_node(state: AgentState, config: RunnableConfig) -> dict:
content=f"You are a helpful assistant with access to cave-related information through the Cavepedia MCP server. You can help users find information about caves, caving techniques, and related topics. User roles: {', '.join(user_roles) if user_roles else 'none'}"
)
# 3.5 Customize config for CopilotKit to properly handle message streaming
modified_config = copilotkit_customize_config(
config,
emit_messages=True,
)
# 4. Run the model to generate a response
response = await model_with_tools.ainvoke(
[
system_message,
*state["messages"],
],
config,
modified_config,
)
# 5. Return the response in the messages

3
web/agent/pyproject.toml
View File

@@ -12,8 +12,9 @@ dependencies = [
"uvicorn>=0.29.0,<1.0.0",
"python-dotenv>=1.0.0,<2.0.0",
"langgraph-cli[inmem]>=0.4.7",
"langchain-anthropic>=0.3.3",
"langchain-google-genai>=2.1.0",
"langchain-mcp-adapters>=0.1.0",
"docstring-parser>=0.17.0",
"jsonschema>=4.25.1",
"copilotkit>=0.1.0",
]

264
web/agent/uv.lock generated
View File

@@ -3,12 +3,35 @@ revision = 3
requires-python = ">=3.12"
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[[package]]
name = "xxhash"
version = "3.6.0"

2
web/src/app/layout.tsx
View File

@@ -19,7 +19,7 @@ export default function RootLayout({
<html lang="en">
<body className={"antialiased"}>
<Auth0Provider>
<CopilotKit runtimeUrl="/api/copilotkit" agent="sample_agent">
<CopilotKit runtimeUrl="/api/copilotkit" agent="sample_agent" properties={{ streamMode: ["events"] }}>
{children}
</CopilotKit>
</Auth0Provider>