From 430470facd2b5dfb01cae418849873a9e8f15ec0 Mon Sep 17 00:00:00 2001 From: britto Date: Wed, 2 Apr 2025 14:32:53 +0000 Subject: [PATCH 01/19] feat: added crewai sample agent --- agent/crewai_sample_agent/agent.py | 147 ++ agent/crewai_sample_agent/demo.py | 38 + agent/poetry.lock | 2629 +++++++++++++++++++++++++++- agent/pyproject.toml | 4 +- 4 files changed, 2790 insertions(+), 28 deletions(-) create mode 100644 agent/crewai_sample_agent/agent.py create mode 100644 agent/crewai_sample_agent/demo.py diff --git a/agent/crewai_sample_agent/agent.py b/agent/crewai_sample_agent/agent.py new file mode 100644 index 0000000..9d51ac3 --- /dev/null +++ b/agent/crewai_sample_agent/agent.py @@ -0,0 +1,147 @@ +""" +This is the main entry point for the agent. +It defines the workflow graph, state, tools, nodes and edges. +""" + +import json +from typing_extensions import Literal +from litellm import completion +from crewai.flow.flow import Flow, start, router, listen + +from copilotkit.crewai import copilotkit_stream, CopilotKitState + +class AgentState(CopilotKitState): + """ + Here we define the state of the agent + + In this instance, we're inheriting from CopilotKitState, which will bring in + the CopilotKitState fields. We're also adding a custom field, `language`, + which will be used to set the language of the agent. + """ + language: Literal["english", "spanish"] = "english" + # your_custom_agent_state: str = "" + +GET_WEATHER_TOOL = { + "type": "function", + "function": { + "name": "get_weather", + "description": "Get the current weather in a given location", + "parameters": { + "type": "object", + "properties": { + "location": { + "type": "string", + "description": "The city and state, e.g. San Francisco, CA" + } + }, + "required": ["location"] + } + } +} + +tools = [ + GET_WEATHER_TOOL + # your_tool_here +] + +tool_handlers = { + "get_weather": lambda args: f"The weather for {args['location']} is 70 degrees." + # your tool handler here +} + +class SampleAgentFlow(Flow[AgentState]): + """ + This is a sample flow that uses the CopilotKit framework to create a chat agent. + """ + + @start() + @listen("route_follow_up") + async def start_flow(self): + """ + This is the entry point for the flow. + """ + + @router(start_flow) + async def chat(self): + """ + Standard chat node based on the ReAct design pattern. It handles: + - The model to use (and binds in CopilotKit actions and the tools defined above) + - The system prompt + - Getting a response from the model + - Handling tool calls + + For more about the ReAct design pattern, see: + https://www.perplexity.ai/search/react-agents-NcXLQhreS0WDzpVaS4m9Cg + """ + system_prompt = f"You are a helpful assistant. Talk in {self.state.language}." + + # 1. Run the model and stream the response + # Note: In order to stream the response, wrap the completion call in + # copilotkit_stream and set stream=True. + response = await copilotkit_stream( + completion( + + # 1.1 Specify the model to use + model="openai/gpt-4o", + messages=[ + { + "role": "system", + "content": system_prompt + }, + *self.state.messages + ], + + # 1.2 Bind the tools to the model + tools=[ + *self.state.copilotkit.actions, + GET_WEATHER_TOOL + ], + + # 1.3 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, + stream=True + ) + ) + + message = response.choices[0].message + + # 2. Append the message to the messages in state + self.state.messages.append(message) + + # 3. Handle tool calls + if message.get("tool_calls"): + tool_call = message["tool_calls"][0] + tool_call_id = tool_call["id"] + tool_call_name = tool_call["function"]["name"] + tool_call_args = json.loads(tool_call["function"]["arguments"]) + + # 4. Check for tool calls in the response and handle them. If the tool call + # is a CopilotKit action, we return the response to CopilotKit to handle + if (tool_call_name in + [action["function"]["name"] for action in self.state.copilotkit.actions]): + return "route_end" + + # 5. Otherwise, we handle the tool call on the backend + handler = tool_handlers[tool_call_name] + result = handler(tool_call_args) + + # 6. Append the result to the messages in state + self.state.messages.append({ + "role": "tool", + "content": result, + "tool_call_id": tool_call_id + }) + + # 7. Return to the follow up route to continue the conversation + return "route_follow_up" + + # 8. If there are no tool calls, return to the end route + return "route_end" + + @listen("route_end") + async def end(self): + """ + End the flow. + """ \ No newline at end of file diff --git a/agent/crewai_sample_agent/demo.py b/agent/crewai_sample_agent/demo.py new file mode 100644 index 0000000..8bd4193 --- /dev/null +++ b/agent/crewai_sample_agent/demo.py @@ -0,0 +1,38 @@ +""" +This serves the "sample_agent" agent. This is an example of self-hosting an agent +through our FastAPI integration. However, you can also host in LangGraph platform. +""" + +import os +from dotenv import load_dotenv +load_dotenv() # pylint: disable=wrong-import-position + +from fastapi import FastAPI +import uvicorn +from copilotkit.integrations.fastapi import add_fastapi_endpoint +from copilotkit import CopilotKitRemoteEndpoint +from copilotkit.crewai import CrewAIAgent +from crewai_sample_agent.agent import SampleAgentFlow + +app = FastAPI() +sdk = CopilotKitRemoteEndpoint( + agents=[ + CrewAIAgent( + name="sample_agent", + description="An example agent to use as a starting point for your own agent.", + flow=SampleAgentFlow(), + ) + ], +) + +add_fastapi_endpoint(app, sdk, "/copilotkit") + +def main(): + """Run the uvicorn server.""" + port = int(os.getenv("PORT", "8000")) + uvicorn.run( + "crewai_sample_agent.demo:app", + host="0.0.0.0", + port=port, + reload=True, + ) diff --git a/agent/poetry.lock b/agent/poetry.lock index 294657a..2f2149b 100644 --- a/agent/poetry.lock +++ b/agent/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 2.1.1 and should not be changed by hand. +# This file is automatically @generated by Poetry 2.1.2 and should not be changed by hand. 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"ff6e033dccab63bb09740b06f5a0191d3f9a8ec7eaa4a089f2ecd65502f2d1e1" diff --git a/agent/pyproject.toml b/agent/pyproject.toml index d24b34a..7c28dcb 100644 --- a/agent/pyproject.toml +++ b/agent/pyproject.toml @@ -14,7 +14,7 @@ dependencies = [ "langchain>=0.3.1", "openai>=1.51.0", "langchain-community>=0.3.1", - "copilotkit==0.1.39", + "copilotkit[crewai] (>=0.1.42,<0.2.0)", "uvicorn>=0.31.0", "python-dotenv>=1.0.1", "langchain-core>=0.3.25", @@ -45,4 +45,4 @@ fastmcp = "^0.4.1" langgraph = "^0.3.5" [tool.poetry.scripts] -demo = "sample_agent.demo:main" +demo = "crewai_sample_agent.demo:main" From f5f62d6618b0918d2efd32637a916bcd767845bc Mon Sep 17 00:00:00 2001 From: britto Date: Wed, 2 Apr 2025 16:19:41 +0000 Subject: [PATCH 02/19] feat: added remote endpoint for crewai flow agent --- agent/crewai_sample_agent/demo.py | 3 +- app/api/copilotkit/route.ts | 3 + app/layout.tsx | 4 +- package.json | 7 +- pnpm-lock.yaml | 164 +++++++++++++----------------- 5 files changed, 80 insertions(+), 101 deletions(-) diff --git a/agent/crewai_sample_agent/demo.py b/agent/crewai_sample_agent/demo.py index 8bd4193..abf633a 100644 --- a/agent/crewai_sample_agent/demo.py +++ b/agent/crewai_sample_agent/demo.py @@ -13,12 +13,11 @@ from copilotkit import CopilotKitRemoteEndpoint from copilotkit.crewai import CrewAIAgent from crewai_sample_agent.agent import SampleAgentFlow - app = FastAPI() sdk = CopilotKitRemoteEndpoint( agents=[ CrewAIAgent( - name="sample_agent", + name="crewai_sample_agent", description="An example agent to use as a starting point for your own agent.", flow=SampleAgentFlow(), ) diff --git a/app/api/copilotkit/route.ts b/app/api/copilotkit/route.ts index e74aaa2..5facfdb 100644 --- a/app/api/copilotkit/route.ts +++ b/app/api/copilotkit/route.ts @@ -33,6 +33,9 @@ const runtime = new CopilotRuntime({ } ] }), + { + url: process.env.REMOTE_ACTION_URL || "http://localhost:8000/copilotkit", + } ], }); diff --git a/app/layout.tsx b/app/layout.tsx index 20c0019..6fa3fc6 100644 --- a/app/layout.tsx +++ b/app/layout.tsx @@ -31,8 +31,8 @@ export default function RootLayout({ > {children} diff --git a/package.json b/package.json index 3b1b886..175db1b 100644 --- a/package.json +++ b/package.json @@ -11,9 +11,10 @@ "lint": "next lint" }, "dependencies": { - "@copilotkit/react-core": "^1.6.0", - "@copilotkit/react-ui": "^1.6.0", - "@copilotkit/runtime": "^1.6.0", + "@copilotkit/react-core": "1.8.2", + "@copilotkit/react-ui": "1.8.2", + "@copilotkit/runtime": "1.8.2", + "@copilotkit/runtime-client-gql": "1.8.2", "@heroicons/react": "^2.2.0", "@langchain/openai": "^0.4.5", "class-validator": "^0.14.1", diff --git a/pnpm-lock.yaml b/pnpm-lock.yaml index 52ddd4b..9b35cff 100644 --- a/pnpm-lock.yaml +++ b/pnpm-lock.yaml @@ -9,20 +9,23 @@ importers: .: dependencies: '@copilotkit/react-core': - specifier: ^1.6.0 - version: 1.6.0(@types/react@19.0.10)(graphql@16.10.0)(react-dom@19.0.0(react@19.0.0))(react@19.0.0) + specifier: 1.8.2 + version: 1.8.2(@types/react@19.0.10)(graphql@16.10.0)(react-dom@19.0.0(react@19.0.0))(react@19.0.0) '@copilotkit/react-ui': - specifier: ^1.6.0 - version: 1.6.0(@types/react@19.0.10)(graphql@16.10.0)(react-dom@19.0.0(react@19.0.0))(react@19.0.0) + specifier: 1.8.2 + version: 1.8.2(@types/react@19.0.10)(graphql@16.10.0)(react-dom@19.0.0(react@19.0.0))(react@19.0.0) '@copilotkit/runtime': - specifier: ^1.6.0 - version: 1.6.0(@browserbasehq/sdk@2.3.0)(@browserbasehq/stagehand@1.13.1(@playwright/test@1.50.1)(deepmerge@4.3.1)(dotenv@16.4.7)(openai@4.85.4(ws@8.18.1)(zod@3.24.2))(zod@3.24.2))(@ibm-cloud/watsonx-ai@1.5.0(@langchain/core@0.3.40(openai@4.85.4(ws@8.18.1)(zod@3.24.2))))(axios@1.7.9)(google-auth-library@8.9.0)(ibm-cloud-sdk-core@5.1.3)(ignore@5.3.2)(jsonwebtoken@9.0.2)(lodash@4.17.21)(playwright@1.50.1)(ws@8.18.1) + specifier: 1.8.2 + version: 1.8.2(@browserbasehq/sdk@2.3.0)(@browserbasehq/stagehand@1.13.1(@playwright/test@1.50.1)(deepmerge@4.3.1)(dotenv@16.4.7)(openai@4.89.0(ws@8.18.1)(zod@3.24.2))(zod@3.24.2))(@ibm-cloud/watsonx-ai@1.5.0(@langchain/core@0.3.40(openai@4.89.0(ws@8.18.1)(zod@3.24.2))))(axios@1.7.9)(google-auth-library@8.9.0)(ibm-cloud-sdk-core@5.1.3)(ignore@5.3.2)(jsonwebtoken@9.0.2)(lodash@4.17.21)(playwright@1.50.1)(ws@8.18.1) + '@copilotkit/runtime-client-gql': + specifier: 1.8.2 + version: 1.8.2(graphql@16.10.0)(react@19.0.0) '@heroicons/react': specifier: ^2.2.0 version: 2.2.0(react@19.0.0) '@langchain/openai': specifier: ^0.4.5 - version: 0.4.5(@langchain/core@0.3.40(openai@4.85.4(ws@8.18.1)(zod@3.24.2)))(ws@8.18.1) + version: 0.4.5(@langchain/core@0.3.40(openai@4.89.0(ws@8.18.1)(zod@3.24.2)))(ws@8.18.1) class-validator: specifier: ^0.14.1 version: 0.14.1 @@ -121,27 +124,27 @@ packages: '@cfworker/json-schema@4.1.1': resolution: {integrity: 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19.0.0(react@19.0.0) @@ -3728,11 +3719,11 @@ snapshots: - graphql - supports-color - '@copilotkit/react-ui@1.6.0(@types/react@19.0.10)(graphql@16.10.0)(react-dom@19.0.0(react@19.0.0))(react@19.0.0)': + '@copilotkit/react-ui@1.8.2(@types/react@19.0.10)(graphql@16.10.0)(react-dom@19.0.0(react@19.0.0))(react@19.0.0)': dependencies: - '@copilotkit/react-core': 1.6.0(@types/react@19.0.10)(graphql@16.10.0)(react-dom@19.0.0(react@19.0.0))(react@19.0.0) - '@copilotkit/runtime-client-gql': 1.6.0(graphql@16.10.0)(react@19.0.0) - '@copilotkit/shared': 1.6.0 + '@copilotkit/react-core': 1.8.2(@types/react@19.0.10)(graphql@16.10.0)(react-dom@19.0.0(react@19.0.0))(react@19.0.0) + '@copilotkit/runtime-client-gql': 1.8.2(graphql@16.10.0)(react@19.0.0) + '@copilotkit/shared': 1.8.2 '@headlessui/react': 2.2.0(react-dom@19.0.0(react@19.0.0))(react@19.0.0) react: 19.0.0 react-markdown: 8.0.7(@types/react@19.0.10)(react@19.0.0) @@ -3746,9 +3737,9 @@ snapshots: - react-dom - supports-color - 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0.3.32(@browserbasehq/sdk@2.3.0)(@browserbasehq/stagehand@1.13.1(@playwright/test@1.50.1)(deepmerge@4.3.1)(dotenv@16.4.7)(openai@4.89.0(ws@8.18.1)(zod@3.24.2))(zod@3.24.2))(@ibm-cloud/watsonx-ai@1.5.0(@langchain/core@0.3.40(openai@4.89.0(ws@8.18.1)(zod@3.24.2))))(@langchain/core@0.3.40(openai@4.89.0(ws@8.18.1)(zod@3.24.2)))(axios@1.7.9)(google-auth-library@8.9.0)(ibm-cloud-sdk-core@5.1.3)(ignore@5.3.2)(jsonwebtoken@9.0.2)(lodash@4.17.21)(openai@4.89.0(ws@8.18.1)(zod@3.24.2))(playwright@1.50.1)(ws@8.18.1) + '@langchain/core': 0.3.40(openai@4.89.0(ws@8.18.1)(zod@3.24.2)) + '@langchain/google-gauth': 0.1.8(@langchain/core@0.3.40(openai@4.89.0(ws@8.18.1)(zod@3.24.2)))(zod@3.24.2) '@langchain/langgraph-sdk': 0.0.36 - '@langchain/openai': 0.4.5(@langchain/core@0.3.40(openai@4.85.4(ws@8.18.1)(zod@3.24.2)))(ws@8.18.1) + '@langchain/openai': 0.4.5(@langchain/core@0.3.40(openai@4.89.0(ws@8.18.1)(zod@3.24.2)))(ws@8.18.1) class-transformer: 0.5.1 class-validator: 0.14.1 express: 4.21.2 @@ -3774,8 +3765,8 @@ snapshots: graphql-scalars: 1.24.1(graphql@16.10.0) graphql-yoga: 5.12.1(graphql@16.10.0) groq-sdk: 0.5.0 - langchain: 0.3.19(@langchain/core@0.3.40(openai@4.85.4(ws@8.18.1)(zod@3.24.2)))(axios@1.7.9)(openai@4.85.4(ws@8.18.1)(zod@3.24.2))(ws@8.18.1) - openai: 4.85.4(ws@8.18.1)(zod@3.24.2) + langchain: 0.3.19(@langchain/core@0.3.40(openai@4.89.0(ws@8.18.1)(zod@3.24.2)))(axios@1.7.9)(openai@4.89.0(ws@8.18.1)(zod@3.24.2))(ws@8.18.1) + openai: 4.89.0(ws@8.18.1)(zod@3.24.2) partial-json: 0.1.7 pino: 9.6.0 pino-pretty: 11.3.0 @@ -3926,7 +3917,7 @@ snapshots: - ws - youtubei.js - '@copilotkit/shared@1.6.0': + '@copilotkit/shared@1.8.2': dependencies: '@segment/analytics-node': 2.2.1 chalk: 4.1.2 @@ -4101,9 +4092,9 @@ snapshots: '@humanwhocodes/retry@0.4.2': {} - '@ibm-cloud/watsonx-ai@1.5.0(@langchain/core@0.3.40(openai@4.85.4(ws@8.18.1)(zod@3.24.2)))': + '@ibm-cloud/watsonx-ai@1.5.0(@langchain/core@0.3.40(openai@4.89.0(ws@8.18.1)(zod@3.24.2)))': dependencies: - '@langchain/textsplitters': 0.1.0(@langchain/core@0.3.40(openai@4.85.4(ws@8.18.1)(zod@3.24.2))) + '@langchain/textsplitters': 0.1.0(@langchain/core@0.3.40(openai@4.89.0(ws@8.18.1)(zod@3.24.2))) '@types/node': 18.19.76 extend: 3.0.2 ibm-cloud-sdk-core: 5.1.3 @@ -4186,20 +4177,20 @@ snapshots: '@img/sharp-win32-x64@0.33.5': optional: true - '@langchain/community@0.3.32(@browserbasehq/sdk@2.3.0)(@browserbasehq/stagehand@1.13.1(@playwright/test@1.50.1)(deepmerge@4.3.1)(dotenv@16.4.7)(openai@4.85.4(ws@8.18.1)(zod@3.24.2))(zod@3.24.2))(@ibm-cloud/watsonx-ai@1.5.0(@langchain/core@0.3.40(openai@4.85.4(ws@8.18.1)(zod@3.24.2))))(@langchain/core@0.3.40(openai@4.85.4(ws@8.18.1)(zod@3.24.2)))(axios@1.7.9)(google-auth-library@8.9.0)(ibm-cloud-sdk-core@5.1.3)(ignore@5.3.2)(jsonwebtoken@9.0.2)(lodash@4.17.21)(openai@4.85.4(ws@8.18.1)(zod@3.24.2))(playwright@1.50.1)(ws@8.18.1)': + '@langchain/community@0.3.32(@browserbasehq/sdk@2.3.0)(@browserbasehq/stagehand@1.13.1(@playwright/test@1.50.1)(deepmerge@4.3.1)(dotenv@16.4.7)(openai@4.89.0(ws@8.18.1)(zod@3.24.2))(zod@3.24.2))(@ibm-cloud/watsonx-ai@1.5.0(@langchain/core@0.3.40(openai@4.89.0(ws@8.18.1)(zod@3.24.2))))(@langchain/core@0.3.40(openai@4.89.0(ws@8.18.1)(zod@3.24.2)))(axios@1.7.9)(google-auth-library@8.9.0)(ibm-cloud-sdk-core@5.1.3)(ignore@5.3.2)(jsonwebtoken@9.0.2)(lodash@4.17.21)(openai@4.89.0(ws@8.18.1)(zod@3.24.2))(playwright@1.50.1)(ws@8.18.1)': dependencies: - '@browserbasehq/stagehand': 1.13.1(@playwright/test@1.50.1)(deepmerge@4.3.1)(dotenv@16.4.7)(openai@4.85.4(ws@8.18.1)(zod@3.24.2))(zod@3.24.2) - '@ibm-cloud/watsonx-ai': 1.5.0(@langchain/core@0.3.40(openai@4.85.4(ws@8.18.1)(zod@3.24.2))) - '@langchain/core': 0.3.40(openai@4.85.4(ws@8.18.1)(zod@3.24.2)) - '@langchain/openai': 0.4.5(@langchain/core@0.3.40(openai@4.85.4(ws@8.18.1)(zod@3.24.2)))(ws@8.18.1) + '@browserbasehq/stagehand': 1.13.1(@playwright/test@1.50.1)(deepmerge@4.3.1)(dotenv@16.4.7)(openai@4.89.0(ws@8.18.1)(zod@3.24.2))(zod@3.24.2) + '@ibm-cloud/watsonx-ai': 1.5.0(@langchain/core@0.3.40(openai@4.89.0(ws@8.18.1)(zod@3.24.2))) + '@langchain/core': 0.3.40(openai@4.89.0(ws@8.18.1)(zod@3.24.2)) + '@langchain/openai': 0.4.5(@langchain/core@0.3.40(openai@4.89.0(ws@8.18.1)(zod@3.24.2)))(ws@8.18.1) binary-extensions: 2.3.0 expr-eval: 2.0.2 flat: 5.0.2 ibm-cloud-sdk-core: 5.1.3 js-yaml: 4.1.0 - langchain: 0.3.19(@langchain/core@0.3.40(openai@4.85.4(ws@8.18.1)(zod@3.24.2)))(axios@1.7.9)(openai@4.85.4(ws@8.18.1)(zod@3.24.2))(ws@8.18.1) - langsmith: 0.3.10(openai@4.85.4(ws@8.18.1)(zod@3.24.2)) - openai: 4.85.4(ws@8.18.1)(zod@3.24.2) + langchain: 0.3.19(@langchain/core@0.3.40(openai@4.89.0(ws@8.18.1)(zod@3.24.2)))(axios@1.7.9)(openai@4.89.0(ws@8.18.1)(zod@3.24.2))(ws@8.18.1) + langsmith: 0.3.10(openai@4.89.0(ws@8.18.1)(zod@3.24.2)) + openai: 4.89.0(ws@8.18.1)(zod@3.24.2) uuid: 10.0.0 zod: 3.24.2 zod-to-json-schema: 3.24.3(zod@3.24.2) @@ -4229,14 +4220,14 @@ snapshots: - handlebars - peggy - '@langchain/core@0.3.40(openai@4.85.4(ws@8.18.1)(zod@3.24.2))': + '@langchain/core@0.3.40(openai@4.89.0(ws@8.18.1)(zod@3.24.2))': dependencies: '@cfworker/json-schema': 4.1.1 ansi-styles: 5.2.0 camelcase: 6.3.0 decamelize: 1.2.0 js-tiktoken: 1.0.19 - langsmith: 0.3.10(openai@4.85.4(ws@8.18.1)(zod@3.24.2)) + langsmith: 0.3.10(openai@4.89.0(ws@8.18.1)(zod@3.24.2)) mustache: 4.2.0 p-queue: 6.6.2 p-retry: 4.6.2 @@ -4246,18 +4237,18 @@ snapshots: transitivePeerDependencies: - openai - '@langchain/google-common@0.1.8(@langchain/core@0.3.40(openai@4.85.4(ws@8.18.1)(zod@3.24.2)))(zod@3.24.2)': + '@langchain/google-common@0.1.8(@langchain/core@0.3.40(openai@4.89.0(ws@8.18.1)(zod@3.24.2)))(zod@3.24.2)': dependencies: - '@langchain/core': 0.3.40(openai@4.85.4(ws@8.18.1)(zod@3.24.2)) + '@langchain/core': 0.3.40(openai@4.89.0(ws@8.18.1)(zod@3.24.2)) uuid: 10.0.0 zod-to-json-schema: 3.24.3(zod@3.24.2) transitivePeerDependencies: - zod - '@langchain/google-gauth@0.1.8(@langchain/core@0.3.40(openai@4.85.4(ws@8.18.1)(zod@3.24.2)))(zod@3.24.2)': + '@langchain/google-gauth@0.1.8(@langchain/core@0.3.40(openai@4.89.0(ws@8.18.1)(zod@3.24.2)))(zod@3.24.2)': dependencies: - '@langchain/core': 0.3.40(openai@4.85.4(ws@8.18.1)(zod@3.24.2)) - '@langchain/google-common': 0.1.8(@langchain/core@0.3.40(openai@4.85.4(ws@8.18.1)(zod@3.24.2)))(zod@3.24.2) + '@langchain/core': 0.3.40(openai@4.89.0(ws@8.18.1)(zod@3.24.2)) + '@langchain/google-common': 0.1.8(@langchain/core@0.3.40(openai@4.89.0(ws@8.18.1)(zod@3.24.2)))(zod@3.24.2) google-auth-library: 8.9.0 transitivePeerDependencies: - encoding @@ -4271,9 +4262,9 @@ snapshots: p-retry: 4.6.2 uuid: 9.0.1 - '@langchain/openai@0.4.5(@langchain/core@0.3.40(openai@4.85.4(ws@8.18.1)(zod@3.24.2)))(ws@8.18.1)': + '@langchain/openai@0.4.5(@langchain/core@0.3.40(openai@4.89.0(ws@8.18.1)(zod@3.24.2)))(ws@8.18.1)': dependencies: - '@langchain/core': 0.3.40(openai@4.85.4(ws@8.18.1)(zod@3.24.2)) + '@langchain/core': 0.3.40(openai@4.89.0(ws@8.18.1)(zod@3.24.2)) js-tiktoken: 1.0.19 openai: 4.89.0(ws@8.18.1)(zod@3.24.2) zod: 3.24.2 @@ -4282,9 +4273,9 @@ snapshots: - encoding - ws - '@langchain/textsplitters@0.1.0(@langchain/core@0.3.40(openai@4.85.4(ws@8.18.1)(zod@3.24.2)))': + '@langchain/textsplitters@0.1.0(@langchain/core@0.3.40(openai@4.89.0(ws@8.18.1)(zod@3.24.2)))': dependencies: - '@langchain/core': 0.3.40(openai@4.85.4(ws@8.18.1)(zod@3.24.2)) + '@langchain/core': 0.3.40(openai@4.89.0(ws@8.18.1)(zod@3.24.2)) js-tiktoken: 1.0.19 '@lukeed/csprng@1.1.0': {} @@ -5796,7 +5787,7 @@ snapshots: isstream: 0.1.2 jsonwebtoken: 9.0.2 mime-types: 2.1.35 - retry-axios: 2.6.0(axios@1.7.9) + retry-axios: 2.6.0(axios@1.7.9(debug@4.4.0)) tough-cookie: 4.1.4 transitivePeerDependencies: - supports-color @@ -6060,15 +6051,15 @@ snapshots: kleur@4.1.5: {} - langchain@0.3.19(@langchain/core@0.3.40(openai@4.85.4(ws@8.18.1)(zod@3.24.2)))(axios@1.7.9)(openai@4.85.4(ws@8.18.1)(zod@3.24.2))(ws@8.18.1): + langchain@0.3.19(@langchain/core@0.3.40(openai@4.89.0(ws@8.18.1)(zod@3.24.2)))(axios@1.7.9)(openai@4.89.0(ws@8.18.1)(zod@3.24.2))(ws@8.18.1): dependencies: - '@langchain/core': 0.3.40(openai@4.85.4(ws@8.18.1)(zod@3.24.2)) - '@langchain/openai': 0.4.5(@langchain/core@0.3.40(openai@4.85.4(ws@8.18.1)(zod@3.24.2)))(ws@8.18.1) - '@langchain/textsplitters': 0.1.0(@langchain/core@0.3.40(openai@4.85.4(ws@8.18.1)(zod@3.24.2))) + '@langchain/core': 0.3.40(openai@4.89.0(ws@8.18.1)(zod@3.24.2)) + '@langchain/openai': 0.4.5(@langchain/core@0.3.40(openai@4.89.0(ws@8.18.1)(zod@3.24.2)))(ws@8.18.1) + '@langchain/textsplitters': 0.1.0(@langchain/core@0.3.40(openai@4.89.0(ws@8.18.1)(zod@3.24.2))) js-tiktoken: 1.0.19 js-yaml: 4.1.0 jsonpointer: 5.0.1 - langsmith: 0.3.10(openai@4.85.4(ws@8.18.1)(zod@3.24.2)) + langsmith: 0.3.10(openai@4.89.0(ws@8.18.1)(zod@3.24.2)) openapi-types: 12.1.3 p-retry: 4.6.2 uuid: 10.0.0 @@ -6082,7 +6073,7 @@ snapshots: - openai - ws - langsmith@0.3.10(openai@4.85.4(ws@8.18.1)(zod@3.24.2)): + langsmith@0.3.10(openai@4.89.0(ws@8.18.1)(zod@3.24.2)): dependencies: '@types/uuid': 10.0.0 chalk: 4.1.2 @@ -6092,7 +6083,7 @@ snapshots: semver: 7.7.1 uuid: 10.0.0 optionalDependencies: - openai: 4.85.4(ws@8.18.1)(zod@3.24.2) + openai: 4.89.0(ws@8.18.1)(zod@3.24.2) language-subtag-registry@0.3.23: {} @@ -6643,21 +6634,6 @@ snapshots: dependencies: wrappy: 1.0.2 - openai@4.85.4(ws@8.18.1)(zod@3.24.2): - dependencies: - '@types/node': 18.19.76 - '@types/node-fetch': 2.6.12 - abort-controller: 3.0.0 - agentkeepalive: 4.6.0 - form-data-encoder: 1.7.2 - formdata-node: 4.4.1 - node-fetch: 2.7.0 - optionalDependencies: - ws: 8.18.1 - zod: 3.24.2 - transitivePeerDependencies: - - encoding - openai@4.89.0(ws@8.18.1)(zod@3.24.2): dependencies: '@types/node': 18.19.76 @@ -7017,7 +6993,7 @@ snapshots: path-parse: 1.0.7 supports-preserve-symlinks-flag: 1.0.0 - retry-axios@2.6.0(axios@1.7.9): + retry-axios@2.6.0(axios@1.7.9(debug@4.4.0)): dependencies: axios: 1.7.9(debug@4.4.0) From 80e547639a495a7a21e75541f50204c1fddbe2a3 Mon Sep 17 00:00:00 2001 From: tom-miralabs Date: Thu, 3 Apr 2025 13:50:15 +0530 Subject: [PATCH 03/19] feat: added the multiple remote endpoint for crewai flow and the langgraph --- .gitignore | 2 + agent/poetry.lock | 2 +- agent/pyproject.toml | 1 - app/api/copilotkit/crewai/route.ts | 39 + app/api/copilotkit/{ => langgraph}/route.ts | 31 +- app/layout.tsx | 2 +- pnpm-lock.yaml | 8556 +++++++++---------- 7 files changed, 4016 insertions(+), 4617 deletions(-) create mode 100644 app/api/copilotkit/crewai/route.ts rename app/api/copilotkit/{ => langgraph}/route.ts (60%) diff --git a/.gitignore b/.gitignore index 4a18b5a..75ef18c 100644 --- a/.gitignore +++ b/.gitignore @@ -16,6 +16,8 @@ # testing /coverage +/agent/env + # next.js /.next/ /out/ diff --git a/agent/poetry.lock b/agent/poetry.lock index 2f2149b..4d7c8ae 100644 --- a/agent/poetry.lock +++ b/agent/poetry.lock @@ -5624,4 +5624,4 @@ cffi = ["cffi (>=1.11)"] [metadata] lock-version = "2.1" python-versions = ">=3.10,<3.13" -content-hash = "ff6e033dccab63bb09740b06f5a0191d3f9a8ec7eaa4a089f2ecd65502f2d1e1" +content-hash = "5a3c715122ccb009d2de8b580a7b1671d6ce484ff65dfc6e9e4a3105cebb9bc3" diff --git a/agent/pyproject.toml b/agent/pyproject.toml index 7c28dcb..73b4c47 100644 --- a/agent/pyproject.toml +++ b/agent/pyproject.toml @@ -35,7 +35,6 @@ langchain-anthropic = "^0.2.1" langchain = "^0.3.1" openai = "^1.51.0" langchain-community = "^0.3.1" -copilotkit = "0.1.39" uvicorn = "^0.31.0" python-dotenv = "^1.0.1" langchain-core = "^0.3.25" diff --git a/app/api/copilotkit/crewai/route.ts b/app/api/copilotkit/crewai/route.ts new file mode 100644 index 0000000..9c33fda --- /dev/null +++ b/app/api/copilotkit/crewai/route.ts @@ -0,0 +1,39 @@ +import { + CopilotRuntime, + copilotRuntimeNextJSAppRouterEndpoint, + LangChainAdapter, +} from "@copilotkit/runtime"; +import { NextRequest } from "next/server"; +import { ChatOpenAI } from "@langchain/openai"; + +// Service adapter for LangChain +const serviceAdapter = new LangChainAdapter({ + chainFn: async ({ messages, tools }) => { + return model.bindTools(tools, { strict: true }).stream(messages); + }, +}); + +const model = new ChatOpenAI({ + modelName: "gpt-4o-mini", + temperature: 0, + apiKey: process.env["OPENAI_API_KEY"], +}); + +// Create runtime with only CrewAI endpoint +const runtime = new CopilotRuntime({ + remoteEndpoints: [ + { + url: process.env.REMOTE_ACTION_URL || "http://localhost:8000/copilotkit", + }, + ], +}); + +export const POST = async (req: NextRequest) => { + const { handleRequest } = copilotRuntimeNextJSAppRouterEndpoint({ + runtime, + serviceAdapter, + endpoint: "/api/copilotkit/crewai", + }); + + return handleRequest(req); +}; \ No newline at end of file diff --git a/app/api/copilotkit/route.ts b/app/api/copilotkit/langgraph/route.ts similarity index 60% rename from app/api/copilotkit/route.ts rename to app/api/copilotkit/langgraph/route.ts index 5facfdb..aec2d51 100644 --- a/app/api/copilotkit/route.ts +++ b/app/api/copilotkit/langgraph/route.ts @@ -2,40 +2,37 @@ import { CopilotRuntime, copilotRuntimeNextJSAppRouterEndpoint, langGraphPlatformEndpoint, - LangChainAdapter -} from "@copilotkit/runtime";; + LangChainAdapter, +} from "@copilotkit/runtime"; import { NextRequest } from "next/server"; -import { ChatOpenAI } from "@langchain/openai" +import { ChatOpenAI } from "@langchain/openai"; -// You can use any service adapter here for multi-agent support. +// Service adapter for LangChain const serviceAdapter = new LangChainAdapter({ chainFn: async ({ messages, tools }) => { - return model.bindTools(tools, { strict: true }).stream(messages); + return model.bindTools(tools, { strict: true }).stream(messages); }, - }) +}); const model = new ChatOpenAI({ modelName: "gpt-4o-mini", temperature: 0, apiKey: process.env["OPENAI_API_KEY"], - }); - +}); +// Create runtime with only LangGraph endpoint const runtime = new CopilotRuntime({ remoteEndpoints: [ langGraphPlatformEndpoint({ - deploymentUrl: `${process.env.AGENT_DEPLOYMENT_URL || 'http://localhost:8123'}`, + deploymentUrl: `${process.env.AGENT_DEPLOYMENT_URL || "http://localhost:8123"}`, langsmithApiKey: process.env.LANGSMITH_API_KEY, agents: [ { - name: 'sample_agent', - description: 'A helpful LLM agent.', - } - ] + name: "sample_agent", + description: "A helpful LLM agent.", + }, + ], }), - { - url: process.env.REMOTE_ACTION_URL || "http://localhost:8000/copilotkit", - } ], }); @@ -43,7 +40,7 @@ export const POST = async (req: NextRequest) => { const { handleRequest } = copilotRuntimeNextJSAppRouterEndpoint({ runtime, serviceAdapter, - endpoint: "/api/copilotkit", + endpoint: "/api/copilotkit/langgraph", }); return handleRequest(req); diff --git a/app/layout.tsx b/app/layout.tsx index 6fa3fc6..e31c4ca 100644 --- a/app/layout.tsx +++ b/app/layout.tsx @@ -30,7 +30,7 @@ export default function RootLayout({ className={`${geistSans.variable} ${geistMono.variable} antialiased w-screen h-screen`} > diff --git a/pnpm-lock.yaml b/pnpm-lock.yaml index 9b35cff..8f928c3 100644 --- a/pnpm-lock.yaml +++ b/pnpm-lock.yaml @@ -1,408 +1,930 @@ -lockfileVersion: '9.0' +lockfileVersion: '6.0' settings: autoInstallPeers: true excludeLinksFromLockfile: false -importers: - - .: - dependencies: - '@copilotkit/react-core': - specifier: 1.8.2 - version: 1.8.2(@types/react@19.0.10)(graphql@16.10.0)(react-dom@19.0.0(react@19.0.0))(react@19.0.0) - '@copilotkit/react-ui': - specifier: 1.8.2 - version: 1.8.2(@types/react@19.0.10)(graphql@16.10.0)(react-dom@19.0.0(react@19.0.0))(react@19.0.0) - '@copilotkit/runtime': - specifier: 1.8.2 - version: 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zod@3.24.2: {} + /zod@3.24.2: + resolution: {integrity: sha512-lY7CDW43ECgW9u1TcT3IoXHflywfVqDYze4waEz812jR/bZ8FHDsl7pFQoSZTz5N+2NqRXs8GBwnAwo3ZNxqhQ==} + dev: false - zwitch@2.0.4: {} + /zwitch@2.0.4: + resolution: {integrity: sha512-bXE4cR/kVZhKZX/RjPEflHaKVhUVl85noU3v6b8apfQEc1x4A+zBxjZ4lN8LqGd6WZ3dl98pY4o717VFmoPp+A==} + dev: false From 1f074fd0f610eeae81f581b9cca2be30673a6e42 Mon Sep 17 00:00:00 2001 From: vaishnav-TM Date: Fri, 4 Apr 2025 06:02:52 +0000 Subject: [PATCH 04/19] toggle button to switch between crewai and langraph, dynamical change of url based on the toggle --- app/components/MCPConfigForm.tsx | 22 ++++++++++++++++++++-- app/layout.tsx | 13 ++++++++++--- app/page.tsx | 23 +++++++++++++++++++++-- 3 files changed, 51 insertions(+), 7 deletions(-) diff --git a/app/components/MCPConfigForm.tsx b/app/components/MCPConfigForm.tsx index 4cfb6b6..82b9a8e 100644 --- a/app/components/MCPConfigForm.tsx +++ b/app/components/MCPConfigForm.tsx @@ -45,7 +45,7 @@ const ExternalLink = () => ( ); -export function MCPConfigForm({ showSpreadsheet, setShowSpreadsheet }: { showSpreadsheet: boolean, setShowSpreadsheet: (value: boolean) => void }) { +export function MCPConfigForm({ showSpreadsheet, setShowSpreadsheet,isLangraph,setIsLangraph }: { showSpreadsheet: boolean, setShowSpreadsheet: (value: boolean) => void, isLangraph: boolean, setIsLangraph: (value: boolean) => void }) { // Use our localStorage hook for persistent storage const [savedConfigs, setSavedConfigs] = useLocalStorage< Record @@ -158,7 +158,7 @@ export function MCPConfigForm({ showSpreadsheet, setShowSpreadsheet }: { showSpr {/* Header */}
-
+
+

Open MCP Client

+ {/*
Toggle
*/} +
+ Langraph + + Crew AI +
+
diff --git a/app/layout.tsx b/app/layout.tsx index e31c4ca..10f6475 100644 --- a/app/layout.tsx +++ b/app/layout.tsx @@ -1,3 +1,4 @@ +// layout.tsx import type { Metadata } from "next"; import { Geist, Geist_Mono } from "next/font/google"; import "./globals.css"; @@ -21,17 +22,23 @@ export const metadata: Metadata = { export default function RootLayout({ children, + isLangraph, }: Readonly<{ children: React.ReactNode; + isLangraph?: boolean; }>) { + // Default to true if isLangraph isn't provided (for server-side rendering) + const runtimeUrl = isLangraph !== false ? "/api/copilotkit/langraph" : "/api/copilotkit/crewai"; + const agent = isLangraph !== false ? "sample_agent" : "crewai_sample_agent"; + return ( {children} @@ -39,4 +46,4 @@ export default function RootLayout({ ); -} +} \ No newline at end of file diff --git a/app/page.tsx b/app/page.tsx index 301dfa8..bd0c3d6 100644 --- a/app/page.tsx +++ b/app/page.tsx @@ -4,23 +4,41 @@ import { CopilotChat } from "@copilotkit/react-ui"; import { CopilotActionHandler } from "./components/CopilotActionHandler"; import { CopilotKitCSSProperties } from "@copilotkit/react-ui"; import { MCPConfigForm } from "./components/MCPConfigForm"; -import { useState } from "react"; +import { useState, useEffect } from "react"; import SpreadsheetRenderer from "./components/SpreadsheetRenderer"; import { INSTRUCTIONS } from "./instructions"; +import RootLayout from "./layout"; +import { CopilotKit } from "@copilotkit/react-core" export default function Home() { const [isChatOpen, setIsChatOpen] = useState(false); const [showSpreadsheet, setShowSpreadsheet] = useState(false); + const [isLangraph, setIsLangraph] = useState(true); + + const runtimeUrl = isLangraph ? "/api/copilotkit/langraph" : "/api/copilotkit/crewai"; + const agent = isLangraph ? "sample_agent" : "crewai_sample_agent"; + + useEffect(() => { + console.log("Current runtimeUrl:", runtimeUrl); + console.log("Current agent:", agent); + }, [isLangraph, runtimeUrl, agent]); return (
{/* Client component that sets up the Copilot action handler */} + {/* Main content area */}
+ setShowSpreadsheet={setShowSpreadsheet} + isLangraph={isLangraph} + setIsLangraph={setIsLangraph} /> {showSpreadsheet && }
{/* Mobile chat toggle button */} @@ -85,6 +103,7 @@ export default function Home() { }} />
+
); } From d6d514e9c5976691a081e505662cac77ceef2864 Mon Sep 17 00:00:00 2001 From: vaishnav-TM Date: Fri, 4 Apr 2025 11:56:53 +0000 Subject: [PATCH 05/19] dynamical change of agentName in MCPConfigForm and remove console in page.tsx --- app/components/MCPConfigForm.tsx | 3 ++- app/page.tsx | 5 ----- 2 files changed, 2 insertions(+), 6 deletions(-) diff --git a/app/components/MCPConfigForm.tsx b/app/components/MCPConfigForm.tsx index 82b9a8e..b23b9e3 100644 --- a/app/components/MCPConfigForm.tsx +++ b/app/components/MCPConfigForm.tsx @@ -51,10 +51,11 @@ export function MCPConfigForm({ showSpreadsheet, setShowSpreadsheet,isLangraph,s Record >(STORAGE_KEY, {}); + const agentName = isLangraph ? "sample_agent" : "crewai_sample_agent"; // Initialize agent state with the data from localStorage const { state: agentState, setState: setAgentState } = useCoAgent( { - name: "sample_agent", + name: agentName, initialState: { mcp_config: savedConfigs, }, diff --git a/app/page.tsx b/app/page.tsx index bd0c3d6..2e4725a 100644 --- a/app/page.tsx +++ b/app/page.tsx @@ -18,11 +18,6 @@ export default function Home() { const runtimeUrl = isLangraph ? "/api/copilotkit/langraph" : "/api/copilotkit/crewai"; const agent = isLangraph ? "sample_agent" : "crewai_sample_agent"; - useEffect(() => { - console.log("Current runtimeUrl:", runtimeUrl); - console.log("Current agent:", agent); - }, [isLangraph, runtimeUrl, agent]); - return (
{/* Client component that sets up the Copilot action handler */} From 069205c55562d54f152cdbdd2434df0cbf059353 Mon Sep 17 00:00:00 2001 From: vaishnav-TM Date: Fri, 4 Apr 2025 16:25:35 +0000 Subject: [PATCH 06/19] implement toggle state and url change using context provider --- app/components/CopilotContext.tsx | 29 +++++ app/components/MCPConfigForm.tsx | 52 +++++---- app/layout.tsx | 17 +-- app/page.tsx | 178 ++++++++++++++++-------------- 4 files changed, 158 insertions(+), 118 deletions(-) create mode 100644 app/components/CopilotContext.tsx diff --git a/app/components/CopilotContext.tsx b/app/components/CopilotContext.tsx new file mode 100644 index 0000000..fd9004f --- /dev/null +++ b/app/components/CopilotContext.tsx @@ -0,0 +1,29 @@ +// CopilotContext.tsx +"use client"; + +import { createContext, useContext, useState, ReactNode } from "react"; + +interface CopilotContextType { + isLangraph: boolean; + setIsLangraph: (value: boolean) => void; +} + +const CopilotContext = createContext(undefined); + +export function CopilotProvider({ children }: { children: ReactNode }) { + const [isLangraph, setIsLangraph] = useState(true); + + return ( + + {children} + + ); +} + +export function useCopilotContext() { + const context = useContext(CopilotContext); + if (!context) { + throw new Error("useCopilotContext must be used within a CopilotProvider"); + } + return context; +} diff --git a/app/components/MCPConfigForm.tsx b/app/components/MCPConfigForm.tsx index b23b9e3..409291a 100644 --- a/app/components/MCPConfigForm.tsx +++ b/app/components/MCPConfigForm.tsx @@ -4,6 +4,7 @@ import { useState, useEffect } from "react"; import { useCoAgent } from "@copilotkit/react-core"; import { ExampleConfigs } from "./ExampleConfigs"; import { useLocalStorage } from "../hooks/useLocalStorage"; +import { useCopilotContext } from "./CopilotContext"; type ConnectionType = "stdio" | "sse"; @@ -45,8 +46,15 @@ const ExternalLink = () => ( ); -export function MCPConfigForm({ showSpreadsheet, setShowSpreadsheet,isLangraph,setIsLangraph }: { showSpreadsheet: boolean, setShowSpreadsheet: (value: boolean) => void, isLangraph: boolean, setIsLangraph: (value: boolean) => void }) { +export function MCPConfigForm({ + showSpreadsheet, + setShowSpreadsheet, +}: { + showSpreadsheet: boolean; + setShowSpreadsheet: (value: boolean) => void; +}) { // Use our localStorage hook for persistent storage + const { isLangraph, setIsLangraph } = useCopilotContext(); const [savedConfigs, setSavedConfigs] = useLocalStorage< Record >(STORAGE_KEY, {}); @@ -175,25 +183,29 @@ export function MCPConfigForm({ showSpreadsheet, setShowSpreadsheet,isLangraph,s />
-

- Open MCP Client -

- {/*
Toggle
*/} -
- Langraph -
@@ -254,7 +266,7 @@ export function MCPConfigForm({ showSpreadsheet, setShowSpreadsheet,isLangraph,s onClick={() => setShowSpreadsheet(!showSpreadsheet)} className="w-full sm:w-auto px-3 py-1.5 bg-gray-800 text-white rounded-md text-sm font-medium hover:bg-gray-700 flex items-center gap-1 justify-center" > - {showSpreadsheet ? 'Hide Spreadsheet' : 'Show Spreadsheet'} + {showSpreadsheet ? "Hide Spreadsheet" : "Show Spreadsheet"} + {isChatOpen ? ( + + + + ) : ( + + + + )} + - {/* Fixed sidebar - hidden on mobile, shown on larger screens */} -
- -
- -
+ {/* Fixed sidebar - hidden on mobile, shown on larger screens */} +
+ +
+
+ + ); } From 9c7adccd20fcd058ed2419ab752ac17e4e111df7 Mon Sep 17 00:00:00 2001 From: vaishnav-TM Date: Mon, 7 Apr 2025 07:44:33 +0000 Subject: [PATCH 07/19] dynamic change of endpoint by passing key --- app/page.tsx | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/app/page.tsx b/app/page.tsx index 5aed9bb..22b3d51 100644 --- a/app/page.tsx +++ b/app/page.tsx @@ -23,7 +23,7 @@ function CopilotWrapper({ children }: { children: React.ReactNode }) { const agent = isLangraph ? "sample_agent" : "crewai_sample_agent"; console.log("runtimeUrl", runtimeUrl); return ( - + {children} ); From 81b9d72dc1a09de08a265ae529c1a069d76c79f4 Mon Sep 17 00:00:00 2001 From: tom-miralabs Date: Mon, 7 Apr 2025 13:31:16 +0530 Subject: [PATCH 08/19] feat: crew ai implementation done need to change the mcp client package --- agent/crewai_sample_agent/agent.py | 239 +++++++++++++++++------------ agent/crewai_sample_agent/demo.py | 3 +- app/page.tsx | 2 +- 3 files changed, 147 insertions(+), 97 deletions(-) diff --git a/agent/crewai_sample_agent/agent.py b/agent/crewai_sample_agent/agent.py index 9d51ac3..7f6479f 100644 --- a/agent/crewai_sample_agent/agent.py +++ b/agent/crewai_sample_agent/agent.py @@ -1,26 +1,41 @@ -""" -This is the main entry point for the agent. -It defines the workflow graph, state, tools, nodes and edges. -""" - import json -from typing_extensions import Literal +from typing_extensions import Literal, TypedDict, Dict, List, Union, Optional from litellm import completion from crewai.flow.flow import Flow, start, router, listen - from copilotkit.crewai import copilotkit_stream, CopilotKitState +from langchain_mcp_adapters.client import MultiServerMCPClient +import os + +# Define MCP connection types +class StdioConnection(TypedDict): + command: str + args: List[str] + transport: Literal["stdio"] + +class SSEConnection(TypedDict): + url: str + transport: Literal["sse"] + +# Type for MCP configuration +MCPConfig = Dict[str, Union[StdioConnection, SSEConnection]] + +# Default MCP configuration +DEFAULT_MCP_CONFIG: MCPConfig = { + "math": { + "command": "python", + "args": [os.path.join(os.path.dirname(__file__), "..", "math_server.py")], + "transport": "stdio", + }, +} class AgentState(CopilotKitState): """ - Here we define the state of the agent - - In this instance, we're inheriting from CopilotKitState, which will bring in - the CopilotKitState fields. We're also adding a custom field, `language`, - which will be used to set the language of the agent. + Agent state with MCP configuration support """ language: Literal["english", "spanish"] = "english" - # your_custom_agent_state: str = "" + mcp_config: MCPConfig = DEFAULT_MCP_CONFIG # Set default value +# Original weather tool GET_WEATHER_TOOL = { "type": "function", "function": { @@ -32,116 +47,150 @@ class AgentState(CopilotKitState): "location": { "type": "string", "description": "The city and state, e.g. San Francisco, CA" - } - }, + } + }, "required": ["location"] } } } -tools = [ - GET_WEATHER_TOOL - # your_tool_here -] +# Initial tools list (will be extended with MCP tools) +tools = [GET_WEATHER_TOOL] tool_handlers = { "get_weather": lambda args: f"The weather for {args['location']} is 70 degrees." - # your tool handler here } +def convert_structured_tool_to_json_format(tool): + """ + Convert a LangChain StructuredTool to a JSON-serializable OpenAI-compatible format. + """ + return { + "type": "function", + "function": { + "name": tool.name, + "description": tool.description, + "parameters": tool.args_schema if tool.args_schema else {"type": "object", "properties": {}} + } + } + class SampleAgentFlow(Flow[AgentState]): """ - This is a sample flow that uses the CopilotKit framework to create a chat agent. + Sample flow with MCP support """ + def __init__(self): + super().__init__(initial_state={"mcp_config": DEFAULT_MCP_CONFIG}) @start() @listen("route_follow_up") async def start_flow(self): """ - This is the entry point for the flow. + Entry point for the flow """ @router(start_flow) async def chat(self): """ - Standard chat node based on the ReAct design pattern. It handles: - - The model to use (and binds in CopilotKit actions and the tools defined above) - - The system prompt - - Getting a response from the model - - Handling tool calls - - For more about the ReAct design pattern, see: - https://www.perplexity.ai/search/react-agents-NcXLQhreS0WDzpVaS4m9Cg + Chat node with MCP tools integration """ + print("chat is working") + # Access mcp_config directly instead of using get() + mcp_config = self.state.mcp_config if self.state.mcp_config else DEFAULT_MCP_CONFIG system_prompt = f"You are a helpful assistant. Talk in {self.state.language}." - # 1. Run the model and stream the response - # Note: In order to stream the response, wrap the completion call in - # copilotkit_stream and set stream=True. - response = await copilotkit_stream( - completion( - - # 1.1 Specify the model to use - model="openai/gpt-4o", - messages=[ - { - "role": "system", - "content": system_prompt - }, - *self.state.messages - ], - - # 1.2 Bind the tools to the model - tools=[ - *self.state.copilotkit.actions, - GET_WEATHER_TOOL - ], - - # 1.3 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, - stream=True + # Initialize MCP client and get tools + async with MultiServerMCPClient(mcp_config) as mcp_client: + # Get MCP tools and process them + mcp_tools_raw = mcp_client.get_tools() + # Convert MCP tools to JSON-serializable format and store raw tools + mcp_tools_json = [convert_structured_tool_to_json_format(tool) for tool in mcp_tools_raw] + # Create a dictionary of tool names to StructuredTool objects for execution + mcp_tools_dict = {tool.name: tool for tool in mcp_tools_raw} + mcp_tool_names = [tool["function"]["name"] for tool in mcp_tools_json] + + # Combine all tools for the model + all_tools = [ + *self.state.copilotkit.actions, + GET_WEATHER_TOOL, + *mcp_tools_json # Add JSON-serializable MCP tools + ] + + # Run the model with all available tools + response = await copilotkit_stream( + completion( + model="openai/gpt-4o", + messages=[ + {"role": "system", "content": system_prompt}, + *self.state.messages + ], + tools=all_tools, + parallel_tool_calls=False, + stream=True + ) ) - ) - - message = response.choices[0].message - - # 2. Append the message to the messages in state - self.state.messages.append(message) - - # 3. Handle tool calls - if message.get("tool_calls"): - tool_call = message["tool_calls"][0] - tool_call_id = tool_call["id"] - tool_call_name = tool_call["function"]["name"] - tool_call_args = json.loads(tool_call["function"]["arguments"]) - - # 4. Check for tool calls in the response and handle them. If the tool call - # is a CopilotKit action, we return the response to CopilotKit to handle - if (tool_call_name in - [action["function"]["name"] for action in self.state.copilotkit.actions]): - return "route_end" - - # 5. Otherwise, we handle the tool call on the backend - handler = tool_handlers[tool_call_name] - result = handler(tool_call_args) - - # 6. Append the result to the messages in state - self.state.messages.append({ - "role": "tool", - "content": result, - "tool_call_id": tool_call_id - }) - - # 7. Return to the follow up route to continue the conversation - return "route_follow_up" - - # 8. If there are no tool calls, return to the end route - return "route_end" + message = response.choices[0].message + self.state.messages.append(message) + + # Handle tool calls or direct response + if message.get("tool_calls"): + tool_call = message["tool_calls"][0] + tool_call_id = tool_call["id"] + tool_call_name = tool_call["function"]["name"] + tool_call_args = json.loads(tool_call["function"]["arguments"]) + + # Check if it's a CopilotKit action + if tool_call_name in [action["function"]["name"] for action in self.state.copilotkit.actions]: + return "route_end" + + # Handle MCP tools using the StructuredTool's invoke method + if tool_call_name in mcp_tool_names: + tool = mcp_tools_dict[tool_call_name] + result = await tool.ainvoke(tool_call_args) # Use ainvoke for async execution + else: + # Handle regular tools + handler = tool_handlers.get(tool_call_name) + if handler: + result = handler(tool_call_args) + else: + result = f"Unknown tool: {tool_call_name}" + + # Append the tool response to the message history + tool_response = { + "role": "tool", + "content": str(result), # Convert result to string if needed + "tool_call_id": tool_call_id + } + self.state.messages.append(tool_response) + + # Make a follow-up call to the model with the updated message history + follow_up_response = await copilotkit_stream( + completion( + model="openai/gpt-4o", + messages=[ + {"role": "system", "content": system_prompt}, + *self.state.messages + ], + tools=all_tools, + parallel_tool_calls=False, + stream=True + ) + ) + + follow_up_message = follow_up_response.choices[0].message + self.state.messages.append(follow_up_message) + return "route_end" # End after processing the tool response + + # If no tool call, it's a direct response + return "route_end" @listen("route_end") async def end(self): """ - End the flow. - """ \ No newline at end of file + End the flow + """ + +# Example usage (for testing purposes) +if __name__ == "__main__": + flow = SampleAgentFlow() + flow.run() + diff --git a/agent/crewai_sample_agent/demo.py b/agent/crewai_sample_agent/demo.py index abf633a..433498f 100644 --- a/agent/crewai_sample_agent/demo.py +++ b/agent/crewai_sample_agent/demo.py @@ -13,13 +13,14 @@ from copilotkit import CopilotKitRemoteEndpoint from copilotkit.crewai import CrewAIAgent from crewai_sample_agent.agent import SampleAgentFlow + app = FastAPI() sdk = CopilotKitRemoteEndpoint( agents=[ CrewAIAgent( name="crewai_sample_agent", description="An example agent to use as a starting point for your own agent.", - flow=SampleAgentFlow(), + flow=SampleAgentFlow() ) ], ) diff --git a/app/page.tsx b/app/page.tsx index 22b3d51..779d09f 100644 --- a/app/page.tsx +++ b/app/page.tsx @@ -18,7 +18,7 @@ import { function CopilotWrapper({ children }: { children: React.ReactNode }) { const { isLangraph } = useCopilotContext(); const runtimeUrl = isLangraph - ? "/api/copilotkit/langraph" + ? "/api/copilotkit/langgraph" : "/api/copilotkit/crewai"; const agent = isLangraph ? "sample_agent" : "crewai_sample_agent"; console.log("runtimeUrl", runtimeUrl); From 8f3a8cf3dd836e8aae93cc35716d9e82473e6bb0 Mon Sep 17 00:00:00 2001 From: vaishnav-TM Date: Mon, 7 Apr 2025 11:15:57 +0000 Subject: [PATCH 09/19] feat: persisting the toggle state, langGraph or CrewAI, in local storage --- app/components/CopilotContext.tsx | 9 +++++++-- app/page.tsx | 6 +----- 2 files changed, 8 insertions(+), 7 deletions(-) diff --git a/app/components/CopilotContext.tsx b/app/components/CopilotContext.tsx index fd9004f..c4e980d 100644 --- a/app/components/CopilotContext.tsx +++ b/app/components/CopilotContext.tsx @@ -2,19 +2,24 @@ "use client"; import { createContext, useContext, useState, ReactNode } from "react"; +import { useLocalStorage } from "../hooks/useLocalStorage"; interface CopilotContextType { isLangraph: boolean; setIsLangraph: (value: boolean) => void; + runtimeUrl: string; + agent: string; } const CopilotContext = createContext(undefined); export function CopilotProvider({ children }: { children: ReactNode }) { - const [isLangraph, setIsLangraph] = useState(true); + const [isLangraph, setIsLangraph] = useLocalStorage("isLangraph", true); + const runtimeUrl = isLangraph ? "/api/copilotkit/langgraph" : "/api/copilotkit/crewai"; + const agent = isLangraph ? "sample_agent" : "crewai_sample_agent"; return ( - + {children} ); diff --git a/app/page.tsx b/app/page.tsx index 779d09f..8bc38ee 100644 --- a/app/page.tsx +++ b/app/page.tsx @@ -16,11 +16,7 @@ import { // Client component to wrap CopilotKit with context function CopilotWrapper({ children }: { children: React.ReactNode }) { - const { isLangraph } = useCopilotContext(); - const runtimeUrl = isLangraph - ? "/api/copilotkit/langgraph" - : "/api/copilotkit/crewai"; - const agent = isLangraph ? "sample_agent" : "crewai_sample_agent"; + const { runtimeUrl, agent } = useCopilotContext(); console.log("runtimeUrl", runtimeUrl); return ( From 3ffc7aa7b3f0b5e65aa92775395812b0894db2ce Mon Sep 17 00:00:00 2001 From: tom-george-tm Date: Mon, 7 Apr 2025 18:29:29 +0530 Subject: [PATCH 10/19] feat: migrated langchain mcp to mcp.client and resolved multitool call handling --- agent/crewai_sample_agent/agent.py | 396 +++++++++++++++++++++-------- agent/sample_agent/agent.py | 1 + 2 files changed, 291 insertions(+), 106 deletions(-) diff --git a/agent/crewai_sample_agent/agent.py b/agent/crewai_sample_agent/agent.py index 7f6479f..105f1c5 100644 --- a/agent/crewai_sample_agent/agent.py +++ b/agent/crewai_sample_agent/agent.py @@ -3,8 +3,12 @@ from litellm import completion from crewai.flow.flow import Flow, start, router, listen from copilotkit.crewai import copilotkit_stream, CopilotKitState -from langchain_mcp_adapters.client import MultiServerMCPClient +from mcp import ClientSession, StdioServerParameters +from mcp.client.stdio import stdio_client +from mcp.client.sse import sse_client import os +import asyncio +from contextlib import AsyncExitStack # Define MCP connection types class StdioConnection(TypedDict): @@ -23,9 +27,13 @@ class SSEConnection(TypedDict): DEFAULT_MCP_CONFIG: MCPConfig = { "math": { "command": "python", - "args": [os.path.join(os.path.dirname(__file__), "..", "math_server.py")], + "args": ["/home/tomgeorge/workspace/copilot-sdk/open-mcp-client-with-spreadsheet/agent/math_server.py"], "transport": "stdio", }, + # "hackernews": { + # "url": "https://mcp.composio.dev/hackernews/whining-substantial-caravan-NhJ2ij", + # "transport": "sse", + # } } class AgentState(CopilotKitState): @@ -33,7 +41,7 @@ class AgentState(CopilotKitState): Agent state with MCP configuration support """ language: Literal["english", "spanish"] = "english" - mcp_config: MCPConfig = DEFAULT_MCP_CONFIG # Set default value + mcp_config: MCPConfig = DEFAULT_MCP_CONFIG # Original weather tool GET_WEATHER_TOOL = { @@ -54,143 +62,319 @@ class AgentState(CopilotKitState): } } -# Initial tools list (will be extended with MCP tools) -tools = [GET_WEATHER_TOOL] - tool_handlers = { "get_weather": lambda args: f"The weather for {args['location']} is 70 degrees." } -def convert_structured_tool_to_json_format(tool): +def convert_mcp_tool_to_json_format(tool): """ - Convert a LangChain StructuredTool to a JSON-serializable OpenAI-compatible format. + Convert an MCP tool to a JSON-serializable OpenAI-compatible format. """ + if not hasattr(tool, 'name') or not hasattr(tool, 'inputSchema'): + raise ValueError(f"Invalid tool object: {tool}") + + # Build properties dictionary safely + properties = {} + required = [] + + if hasattr(tool, 'inputSchema') and tool.inputSchema: + if isinstance(tool.inputSchema, dict): + properties = tool.inputSchema.get('properties', {}) + required = tool.inputSchema.get('required', []) + return { "type": "function", "function": { "name": tool.name, - "description": tool.description, - "parameters": tool.args_schema if tool.args_schema else {"type": "object", "properties": {}} + "description": getattr(tool, 'description', f"Tool: {tool.name}"), + "parameters": { + "type": "object", + "properties": properties, + "required": required + } } } +class MCPToolManager: + """ + Manages MCP tool connections and tool execution + """ + def __init__(self): + self.active_sessions = {} + self.exit_stack = AsyncExitStack() + + async def initialize_servers(self, mcp_config): + """ + Initialize all MCP servers from configuration + """ + all_tools = [] + mcp_tools_dict = {} + + for server_name, config in mcp_config.items(): + try: + if config["transport"] == "stdio": + session, tools = await self._initialize_stdio_server(server_name, config) + elif config["transport"] == "sse": + session, tools = await self._initialize_sse_server(server_name, config) + else: + print(f"Unsupported transport type for {server_name}: {config['transport']}") + continue + + if session and tools: + self.active_sessions[server_name] = session + mcp_tools_json = [convert_mcp_tool_to_json_format(tool) for tool in tools] + mcp_tools_dict.update({tool.name: (session, tool) for tool in tools}) + all_tools.extend(mcp_tools_json) + + except Exception as e: + print(f"Error initializing {server_name}: {str(e)}") + continue + + return all_tools, mcp_tools_dict + + async def _initialize_stdio_server(self, server_name, config): + """Initialize a stdio server and return its session and tools""" + try: + server_params = StdioServerParameters( + command=config["command"], + args=config["args"] + ) + stdio_transport = await self.exit_stack.enter_async_context(stdio_client(server_params)) + read, write = stdio_transport + session = await self.exit_stack.enter_async_context(ClientSession(read, write)) + await session.initialize() + + # Get tools from the server + tools_response = await session.list_tools() + + # Extract tools from response - handle both direct access and tuple format + if hasattr(tools_response, 'tools'): + tools = tools_response.tools + elif isinstance(tools_response, tuple) and len(tools_response) > 1: + tools = tools_response[1] + else: + print(f"Unexpected tools response format from {server_name}: {tools_response}") + return None, [] + + + return session, tools + + except Exception as e: + print(f"Error connecting to stdio server {server_name}: {str(e)}") + return None, [] + + async def _initialize_sse_server(self, server_name, config): + """Initialize an SSE server and return its session and tools""" + try: + sse_transport = await self.exit_stack.enter_async_context(sse_client(config["url"])) + read, write = sse_transport + session = await self.exit_stack.enter_async_context(ClientSession(read, write)) + await session.initialize() + + # Get tools from the server + tools_response = await session.list_tools() + + # Extract tools from response - handle both direct access and tuple format + if hasattr(tools_response, 'tools'): + tools = tools_response.tools + elif isinstance(tools_response, tuple) and len(tools_response) > 1: + tools = tools_response[1] + else: + print(f"Unexpected tools response format from {server_name}: {tools_response}") + return None, [] + + return session, tools + + except Exception as e: + print(f"Error connecting to SSE server {server_name}: {str(e)}") + return None, [] + + async def execute_tool(self, tool_name, tool_args, mcp_tools_dict): + """ + Execute an MCP tool + """ + try: + if tool_name not in mcp_tools_dict: + return f"Tool {tool_name} not found in available MCP tools" + + session, tool = mcp_tools_dict[tool_name] + result = await session.call_tool(tool_name, arguments=tool_args) + return result + + except Exception as e: + return f"Error executing tool {tool_name}: {str(e)}" + + async def cleanup(self): + """Close all active sessions""" + try: + await self.exit_stack.aclose() + self.active_sessions = {} + except Exception as e: + print(f"Error during MCP tool manager cleanup: {e}") + class SampleAgentFlow(Flow[AgentState]): """ - Sample flow with MCP support + Optimized flow with MCP support using recursive tool handling """ def __init__(self): + print("Initializing OptimizedAgentFlow") super().__init__(initial_state={"mcp_config": DEFAULT_MCP_CONFIG}) + self.mcp_manager = MCPToolManager() + self.tool_call_count = 0 + self.MAX_TOOL_CALLS = 10 # Safety limit to prevent infinite recursion @start() @listen("route_follow_up") async def start_flow(self): - """ - Entry point for the flow - """ + """Entry point for the flow""" + print("Starting flow") @router(start_flow) async def chat(self): + """Chat node with MCP tools integration""" + try: + print("Processing chat") + print(f"Current state: {self.state}") + + # Get MCP configuration + mcp_config = getattr(self.state, 'mcp_config', DEFAULT_MCP_CONFIG) + + # System prompt based on language setting + system_prompt = f"You are a helpful assistant. Talk in {self.state.language}." + + # Initialize base tools + all_tools = [*self.state.copilotkit.actions, GET_WEATHER_TOOL] + + # Initialize MCP servers and get tools + mcp_tools, mcp_tools_dict = await self.mcp_manager.initialize_servers(mcp_config) + all_tools.extend(mcp_tools) + + # Get names of MCP tools for reference + mcp_tool_names = [tool["function"]["name"] for tool in mcp_tools] + + # Create a single shared context for the recursive tool handling + tool_context = { + "all_tools": all_tools, + "mcp_tool_names": mcp_tool_names, + "mcp_tools_dict": mcp_tools_dict, + "system_prompt": system_prompt + } + + # Make the initial LLM call + await self.process_llm_call(tool_context) + + return "route_end" + + except Exception as e: + print(f"Error in chat node: {str(e)}") + return "route_end" + finally: + # Ensure we clean up MCP sessions + await self.mcp_manager.cleanup() + + async def process_llm_call(self, tool_context): """ - Chat node with MCP tools integration + Make an LLM call and handle any resulting tool calls recursively + + Args: + tool_context: Dictionary containing tools configuration and context """ - print("chat is working") - # Access mcp_config directly instead of using get() - mcp_config = self.state.mcp_config if self.state.mcp_config else DEFAULT_MCP_CONFIG - system_prompt = f"You are a helpful assistant. Talk in {self.state.language}." - - # Initialize MCP client and get tools - async with MultiServerMCPClient(mcp_config) as mcp_client: - # Get MCP tools and process them - mcp_tools_raw = mcp_client.get_tools() - # Convert MCP tools to JSON-serializable format and store raw tools - mcp_tools_json = [convert_structured_tool_to_json_format(tool) for tool in mcp_tools_raw] - # Create a dictionary of tool names to StructuredTool objects for execution - mcp_tools_dict = {tool.name: tool for tool in mcp_tools_raw} - mcp_tool_names = [tool["function"]["name"] for tool in mcp_tools_json] - - # Combine all tools for the model - all_tools = [ - *self.state.copilotkit.actions, - GET_WEATHER_TOOL, - *mcp_tools_json # Add JSON-serializable MCP tools - ] - - # Run the model with all available tools - response = await copilotkit_stream( - completion( - model="openai/gpt-4o", - messages=[ - {"role": "system", "content": system_prompt}, - *self.state.messages - ], - tools=all_tools, - parallel_tool_calls=False, - stream=True - ) + print(f"\n--- LLM Call {self.tool_call_count + 1} ---") + + # Make the LLM call + response = await copilotkit_stream( + completion( + model="openai/gpt-4o", + messages=[ + {"role": "system", "content": tool_context["system_prompt"]}, + *self.state.messages + ], + tools=tool_context["all_tools"], + stream=True ) - message = response.choices[0].message - self.state.messages.append(message) - - # Handle tool calls or direct response - if message.get("tool_calls"): - tool_call = message["tool_calls"][0] - tool_call_id = tool_call["id"] - tool_call_name = tool_call["function"]["name"] + ) + + # Process the response + message = response.choices[0].message + self.state.messages.append(message) + + # If there are tool calls, handle them recursively + if message.get("tool_calls"): + await self.handle_tool_calls(message["tool_calls"], tool_context) + + async def handle_tool_calls(self, tool_calls, tool_context): + """ + Handle tool calls recursively + + Args: + tool_calls: List of tool calls from the LLM response + tool_context: Dictionary containing tools configuration and context + """ + # Increment tool call counter + self.tool_call_count += 1 + + # Check if we've reached the maximum number of tool calls + if self.tool_call_count >= self.MAX_TOOL_CALLS: + print(f"Reached maximum tool call limit ({self.MAX_TOOL_CALLS}), stopping recursion") + return + + + # Process all tool calls in this message + for tool_call in tool_calls: + tool_call_id = tool_call["id"] + tool_call_name = tool_call["function"]["name"] + + # Safely parse tool arguments + try: tool_call_args = json.loads(tool_call["function"]["arguments"]) - - # Check if it's a CopilotKit action - if tool_call_name in [action["function"]["name"] for action in self.state.copilotkit.actions]: - return "route_end" - - # Handle MCP tools using the StructuredTool's invoke method - if tool_call_name in mcp_tool_names: - tool = mcp_tools_dict[tool_call_name] - result = await tool.ainvoke(tool_call_args) # Use ainvoke for async execution - else: - # Handle regular tools - handler = tool_handlers.get(tool_call_name) - if handler: - result = handler(tool_call_args) - else: - result = f"Unknown tool: {tool_call_name}" - - # Append the tool response to the message history - tool_response = { - "role": "tool", - "content": str(result), # Convert result to string if needed - "tool_call_id": tool_call_id - } - self.state.messages.append(tool_response) - - # Make a follow-up call to the model with the updated message history - follow_up_response = await copilotkit_stream( - completion( - model="openai/gpt-4o", - messages=[ - {"role": "system", "content": system_prompt}, - *self.state.messages - ], - tools=all_tools, - parallel_tool_calls=False, - stream=True - ) + except json.JSONDecodeError: + tool_call_args = {} + + + # Skip CopilotKit actions + if tool_call_name in [action["function"]["name"] for action in self.state.copilotkit.actions]: + print("Detected CopilotKit action - skipping handling") + continue + + # Process tool result + result = None + + # Handle MCP tools + if tool_call_name in tool_context["mcp_tool_names"]: + print(f"Executing MCP tool: {tool_call_name}") + result = await self.mcp_manager.execute_tool( + tool_call_name, + tool_call_args, + tool_context["mcp_tools_dict"] ) - - follow_up_message = follow_up_response.choices[0].message - self.state.messages.append(follow_up_message) - return "route_end" # End after processing the tool response - - # If no tool call, it's a direct response - return "route_end" + else: + # Handle regular tools + print(f"Executing regular tool: {tool_call_name}") + handler = tool_handlers.get(tool_call_name) + if handler: + result = handler(tool_call_args) + else: + result = f"Unknown tool: {tool_call_name}" + + # Add tool result to conversation + print(f"Tool result: {result}") + self.state.messages.append({ + "role": "tool", + "content": str(result), + "tool_call_id": tool_call_id + }) + + # Make a recursive LLM call with all tool results + await self.process_llm_call(tool_context) @listen("route_end") async def end(self): - """ - End the flow - """ + """End the flow""" + print(f"Flow completed after {self.tool_call_count} tool call iterations") -# Example usage (for testing purposes) +# Example usage if __name__ == "__main__": flow = SampleAgentFlow() - flow.run() + asyncio.run(flow.run()) + diff --git a/agent/sample_agent/agent.py b/agent/sample_agent/agent.py index 5442b1f..01b78cc 100644 --- a/agent/sample_agent/agent.py +++ b/agent/sample_agent/agent.py @@ -64,6 +64,7 @@ async def chat_node(state: AgentState, config: RunnableConfig) -> Command[Litera async with MultiServerMCPClient(mcp_config) as mcp_client: # Get the tools mcp_tools = mcp_client.get_tools() + print("mcp tools",mcp_tools) # Create the react agent model = ChatOpenAI(model="gpt-4o") From 3fbff515d70a10ead0cf977fab217dde330aa113 Mon Sep 17 00:00:00 2001 From: tom-george-tm Date: Mon, 7 Apr 2025 18:44:09 +0530 Subject: [PATCH 11/19] chore: update file paths for math_server.py in default MCP config --- agent/crewai_sample_agent/agent.py | 2 +- agent/sample_agent/agent.py | 1 - 2 files changed, 1 insertion(+), 2 deletions(-) diff --git a/agent/crewai_sample_agent/agent.py b/agent/crewai_sample_agent/agent.py index 105f1c5..731f389 100644 --- a/agent/crewai_sample_agent/agent.py +++ b/agent/crewai_sample_agent/agent.py @@ -27,7 +27,7 @@ class SSEConnection(TypedDict): DEFAULT_MCP_CONFIG: MCPConfig = { "math": { "command": "python", - "args": ["/home/tomgeorge/workspace/copilot-sdk/open-mcp-client-with-spreadsheet/agent/math_server.py"], + "args": [os.path.join(os.path.dirname(__file__), "..", "math_server.py")], "transport": "stdio", }, # "hackernews": { diff --git a/agent/sample_agent/agent.py b/agent/sample_agent/agent.py index 01b78cc..5442b1f 100644 --- a/agent/sample_agent/agent.py +++ b/agent/sample_agent/agent.py @@ -64,7 +64,6 @@ async def chat_node(state: AgentState, config: RunnableConfig) -> Command[Litera async with MultiServerMCPClient(mcp_config) as mcp_client: # Get the tools mcp_tools = mcp_client.get_tools() - print("mcp tools",mcp_tools) # Create the react agent model = ChatOpenAI(model="gpt-4o") From 53f693226e26d8d12074217fa97caaad0fcb2ab5 Mon Sep 17 00:00:00 2001 From: tom-george-tm Date: Tue, 8 Apr 2025 15:57:52 +0530 Subject: [PATCH 12/19] docs(readme): update Development and Architecture sections with CrewAI agent details --- README.md | 19 +++++++++++++------ 1 file changed, 13 insertions(+), 6 deletions(-) diff --git a/README.md b/README.md index 8eb1cbe..01f4ca4 100644 --- a/README.md +++ b/README.md @@ -46,17 +46,20 @@ poetry --version ## Development -We recommend running the **frontend and agent separately** in different terminals to debug errors and logs: +We recommend you run the frontend, LangGraph agent, and CrewAI agent separately in different terminals for better debugging and log visibility: ```bash # Terminal 1 - Frontend pnpm run dev-frontend -# Terminal 2 - Agent +# Terminal 2 - LangGraph Agent pnpm run dev-agent + +# Terminal 3 - CrewAI Agent +poetry run demo ``` -Alternatively, you can run both services together with: +Alternatively, you can run both the frontend and LangGraph agent together with: ```bash pnpm run dev @@ -64,9 +67,13 @@ pnpm run dev Then, open [http://localhost:3000](http://localhost:3000) in your browser. + ## Architecture +The codebase is split into three main parts: + +1. `/agent/sample_agent` **folder** – A LangGraph agent that connects to MCP servers and calls their tools. + +2. `/agent/crewai_sample_agent` **folder** – A CrewAI agent that connects to MCP servers and calls their tools. -The codebase is split into two main parts: +3. `/app` **folder** – A frontend application using CopilotKit for UI and state synchronization. -1. `/agent` **folder** – A LangGraph agent that connects to MCP servers and calls their tools. -2. `/app` **folder** – A frontend application using CopilotKit for UI and state synchronization. \ No newline at end of file From f9c7ae0ab567fe05fec65eac2c7dbdd316a86499 Mon Sep 17 00:00:00 2001 From: tom-george-tm Date: Tue, 8 Apr 2025 16:26:22 +0530 Subject: [PATCH 13/19] docs(readme): update Demo video sections with CrewAI agent details --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 01f4ca4..bd07913 100644 --- a/README.md +++ b/README.md @@ -1,4 +1,4 @@ -https://github.com/user-attachments/assets/364b6705-14d4-4e6d-bea7-fb9f12664fab +https://github.com/user-attachments/assets/dfce1a40-3e9a-46f5-a066-a4cc496ed9e1 # Getting Started From bacb2204cf64bd1affa5c831562ddc6d13d6f4e4 Mon Sep 17 00:00:00 2001 From: britto Date: Tue, 8 Apr 2025 13:54:23 +0000 Subject: [PATCH 14/19] feat: added lauch scripts for crewai agent --- package.json | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/package.json b/package.json index 175db1b..fcc6a05 100644 --- a/package.json +++ b/package.json @@ -5,7 +5,8 @@ "scripts": { "dev-frontend": "pnpm i && next dev --turbopack", "dev-agent": "cd agent && poetry install && poetry run langgraph dev --host localhost --port 8123 --no-browser", - "dev": "pnpx concurrently \"pnpm dev-frontend\" \"pnpm dev-agent\" --names ui,agent --prefix-colors blue,green", + "dev-crewai-agent": "cd agent && poetry install && poetry run demo", + "dev": "pnpx concurrently \"pnpm dev-frontend\" \"pnpm dev-agent\" \"pnpm dev-crewai-agent\" --names ui,langraph-agent,crewai-agent --prefix-colors blue,green,cyan", "build": "next build", "start": "next start", "lint": "next lint" From fb79e872748c4f55679a3037ff7108159ddd0fe8 Mon Sep 17 00:00:00 2001 From: britto Date: Tue, 8 Apr 2025 13:54:40 +0000 Subject: [PATCH 15/19] doc: added launch script to readme --- README.md | 4 +- pnpm-lock.yaml | 8524 ++++++++++++++++++++++++++---------------------- 2 files changed, 4583 insertions(+), 3945 deletions(-) diff --git a/README.md b/README.md index bd07913..aaa8f57 100644 --- a/README.md +++ b/README.md @@ -56,10 +56,10 @@ pnpm run dev-frontend pnpm run dev-agent # Terminal 3 - CrewAI Agent -poetry run demo +pnpm run dev-crewai-agent ``` -Alternatively, you can run both the frontend and LangGraph agent together with: +Alternatively, you can run the frontend, the LangGraph and the CrewAI agent together with: ```bash pnpm run dev diff --git a/pnpm-lock.yaml b/pnpm-lock.yaml index 8f928c3..068f9cf 100644 --- a/pnpm-lock.yaml +++ b/pnpm-lock.yaml @@ -1,930 +1,408 @@ -lockfileVersion: '6.0' +lockfileVersion: '9.0' settings: autoInstallPeers: true excludeLinksFromLockfile: false -dependencies: - '@copilotkit/react-core': - specifier: 1.8.2 - version: 1.8.2(@types/react@19.1.0)(graphql@16.10.0)(react-dom@19.1.0)(react@19.1.0) - '@copilotkit/react-ui': - specifier: 1.8.2 - version: 1.8.2(@types/react@19.1.0)(graphql@16.10.0)(react-dom@19.1.0)(react@19.1.0) - '@copilotkit/runtime': - specifier: 1.8.2 - version: 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resolution: {integrity: sha512-/AuWwMP+YqiPbsJx5D6TfgRTc4kTLjsh5SOcd4bLsfUg2RcEXrFMJl1DGgdHy2aCfsIA/cr/1JM0xcB2GZji8g==} - peerDependencies: - zod: ^3.24.1 + zod-to-json-schema@3.24.3(zod@3.24.2): dependencies: zod: 3.24.2 - dev: false - /zod@3.24.2: - resolution: {integrity: sha512-lY7CDW43ECgW9u1TcT3IoXHflywfVqDYze4waEz812jR/bZ8FHDsl7pFQoSZTz5N+2NqRXs8GBwnAwo3ZNxqhQ==} - dev: false + zod@3.24.2: {} - /zwitch@2.0.4: - resolution: {integrity: sha512-bXE4cR/kVZhKZX/RjPEflHaKVhUVl85noU3v6b8apfQEc1x4A+zBxjZ4lN8LqGd6WZ3dl98pY4o717VFmoPp+A==} - dev: false + zwitch@2.0.4: {} From b359dc4b6414c76c2d5c334af9810652212e6e66 Mon Sep 17 00:00:00 2001 From: britto Date: Tue, 8 Apr 2025 13:57:12 +0000 Subject: [PATCH 16/19] chore: removed unused import in CopilotContext.tsx --- app/components/CopilotContext.tsx | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/app/components/CopilotContext.tsx b/app/components/CopilotContext.tsx index c4e980d..7dad2c6 100644 --- a/app/components/CopilotContext.tsx +++ b/app/components/CopilotContext.tsx @@ -1,7 +1,7 @@ // CopilotContext.tsx "use client"; -import { createContext, useContext, useState, ReactNode } from "react"; +import { createContext, useContext, ReactNode } from "react"; import { useLocalStorage } from "../hooks/useLocalStorage"; interface CopilotContextType { From 9fa8b53b38512ba1b7bc928a3e693938dea006a0 Mon Sep 17 00:00:00 2001 From: britto Date: Tue, 8 Apr 2025 14:03:33 +0000 Subject: [PATCH 17/19] chore: typo fixed for langgraph --- app/components/CopilotContext.tsx | 12 ++++++------ app/components/MCPConfigForm.tsx | 12 ++++++------ package.json | 2 +- 3 files changed, 13 insertions(+), 13 deletions(-) diff --git a/app/components/CopilotContext.tsx b/app/components/CopilotContext.tsx index 7dad2c6..124ab01 100644 --- a/app/components/CopilotContext.tsx +++ b/app/components/CopilotContext.tsx @@ -5,8 +5,8 @@ import { createContext, useContext, ReactNode } from "react"; import { useLocalStorage } from "../hooks/useLocalStorage"; interface CopilotContextType { - isLangraph: boolean; - setIsLangraph: (value: boolean) => void; + isLanggraph: boolean; + setIsLanggraph: (value: boolean) => void; runtimeUrl: string; agent: string; } @@ -14,12 +14,12 @@ interface CopilotContextType { const CopilotContext = createContext(undefined); export function CopilotProvider({ children }: { children: ReactNode }) { - const [isLangraph, setIsLangraph] = useLocalStorage("isLangraph", true); - const runtimeUrl = isLangraph ? "/api/copilotkit/langgraph" : "/api/copilotkit/crewai"; - const agent = isLangraph ? "sample_agent" : "crewai_sample_agent"; + const [isLanggraph, setIsLanggraph] = useLocalStorage("isLanggraph", true); + const runtimeUrl = isLanggraph ? "/api/copilotkit/langgraph" : "/api/copilotkit/crewai"; + const agent = isLanggraph ? "sample_agent" : "crewai_sample_agent"; return ( - + {children} ); diff --git a/app/components/MCPConfigForm.tsx b/app/components/MCPConfigForm.tsx index 409291a..fc229be 100644 --- a/app/components/MCPConfigForm.tsx +++ b/app/components/MCPConfigForm.tsx @@ -54,12 +54,12 @@ export function MCPConfigForm({ setShowSpreadsheet: (value: boolean) => void; }) { // Use our localStorage hook for persistent storage - const { isLangraph, setIsLangraph } = useCopilotContext(); + const { isLanggraph, setIsLanggraph } = useCopilotContext(); const [savedConfigs, setSavedConfigs] = useLocalStorage< Record >(STORAGE_KEY, {}); - const agentName = isLangraph ? "sample_agent" : "crewai_sample_agent"; + const agentName = isLanggraph ? "sample_agent" : "crewai_sample_agent"; // Initialize agent state with the data from localStorage const { state: agentState, setState: setAgentState } = useCoAgent( { @@ -188,18 +188,18 @@ export function MCPConfigForm({ {/*
Toggle
*/}
- Langraph + Langgraph