diff --git a/samples/github-slack-agent/agent.mermaid b/samples/github-slack-agent/agent.mermaid new file mode 100644 index 0000000..bbedb08 --- /dev/null +++ b/samples/github-slack-agent/agent.mermaid @@ -0,0 +1,17 @@ +--- +config: + flowchart: + curve: linear +--- +graph TD; + __start__([

__start__

]):::first + agent(agent) + tools(tools) + __end__([

__end__

]):::last + __start__ --> agent; + agent -.-> __end__; + agent -.-> tools; + tools --> agent; + classDef default fill:#f2f0ff,line-height:1.2 + classDef first fill-opacity:0 + classDef last fill:#bfb6fc diff --git a/samples/github-slack-agent/langgraph.json b/samples/github-slack-agent/langgraph.json new file mode 100644 index 0000000..a431c13 --- /dev/null +++ b/samples/github-slack-agent/langgraph.json @@ -0,0 +1,7 @@ +{ + "dependencies": ["."], + "graphs": { + "agent": "./main.py:make_graph" + }, + "env": ".env" + } \ No newline at end of file diff --git a/samples/github-slack-agent/main.py b/samples/github-slack-agent/main.py new file mode 100644 index 0000000..463957d --- /dev/null +++ b/samples/github-slack-agent/main.py @@ -0,0 +1,119 @@ +import os +from contextlib import asynccontextmanager + +import dotenv +from langchain_mcp_adapters.tools import load_mcp_tools +from langgraph.prebuilt import create_react_agent +from langgraph.prebuilt.chat_agent_executor import AgentState +from mcp import ClientSession +from mcp.client.sse import sse_client +from uipath_langchain.chat.models import UiPathAzureChatOpenAI + +dotenv.load_dotenv() + + +GITHUB_MCP_SERVER_URL = os.getenv("GITHUB_MCP_SERVER_URL") +SLACK_MCP_SERVER_URL = os.getenv("SLACK_MCP_SERVER_URL") +SLACK_CHANNEL_ID = os.getenv("SLACK_CHANNEL_ID") +UIPATH_ACCESS_TOKEN = os.getenv("UIPATH_ACCESS_TOKEN") + + +@asynccontextmanager +async def make_graph(): + async with sse_client( + url=GITHUB_MCP_SERVER_URL, + headers={"Authorization": f"Bearer {UIPATH_ACCESS_TOKEN}"}, + timeout=60, + ) as (git_read, git_write): + async with ClientSession(git_read, git_write) as git_session: + all_github_tools = await load_mcp_tools(git_session) + + async with sse_client( + url=SLACK_MCP_SERVER_URL, + headers={"Authorization": f"Bearer {UIPATH_ACCESS_TOKEN}"}, + timeout=60, + ) as (slack_read, slack_write): + async with ClientSession(slack_read, slack_write) as slack_session: + all_slack_tools = await load_mcp_tools(slack_session) + + # Keep only the necessary tools + # LLMs get confused with too many choices + allowed_git_tool_names = { + "get_pull_request", + "get_pull_request_files", + "get_file_contents", + } + + allowed_slack_tool_names = { + "slack_post_message", + "slack_reply_to_thread", + } + + github_tools = [ + tool + for tool in all_github_tools + if tool.name in allowed_git_tool_names + ] + slack_tools = [ + tool + for tool in all_slack_tools + if tool.name in allowed_slack_tool_names + ] + + all_tools = github_tools + slack_tools + + model = UiPathAzureChatOpenAI( + model="gpt-4.1-2025-04-14", + temperature=0, + max_tokens=10000, + timeout=120, + max_retries=2, + ) + + def system_prompt(state: AgentState) -> AgentState: + system_message = f""" +You are a professional senior Python developer and GitHub reviewer. + +YOU MUST FOLLOW THESE RULES WITHOUT EXCEPTION: + +1. ALWAYS begin your review by reading the contents of the changed files. +2. ONLY use the contents of the changed files as context — do not assume. +3. If you encounter an issue or uncertainty, explain clearly or return an error. +4. DO NOT skip steps or speculate — be factual and grounded in the code. + +At the end of your review, you MUST post a message to Slack channel `{SLACK_CHANNEL_ID}` using the `slack_post_message` tool. +This first post MUST include the GitHub Pull Request Title, number, repo and URL: https://github.com/owner/repo/pull/number nicely formatted for SLACK. + +Afterward, you MUST use the `slack_reply_to_thread` tool to reply to the thread with a detailed review. + +FORMAT THE REVIEW MESSAGE AS FOLLOWS, USING SLACK MARKDOWN: + +*🧠 Summary:* +Briefly explain what the pull request does. + +*✅ Pros:* +• List strengths of the code +• Mention clarity, structure, naming, tests, etc. + +*❌ Issues:* +• `filename.py` line 42: Describe the issue +• Be precise and line-specific + +*💡 Suggestions:* +• Recommend cleanups, refactors, or improvements + +Wrap multi-line code suggestions in triple backticks (```python ... ```). +End with: + +_This review was generated automatically._ +""" + + return [{"role": "system", "content": system_message}] + state["messages"] + + agent = create_react_agent( + model, + tools=all_tools, + prompt=system_prompt, + ) + + yield agent diff --git a/samples/github-slack-agent/pyproject.toml b/samples/github-slack-agent/pyproject.toml new file mode 100644 index 0000000..adbe256 --- /dev/null +++ b/samples/github-slack-agent/pyproject.toml @@ -0,0 +1,11 @@ +[project] +name = "github-slack-agent" +version = "0.0.1" +description = "An automated agent that reviews GitHub pull requests and provides feedback on Slack" +authors = [{ name = "Cristi Pufu", email = "cristian.pufu@uipath.com" }] +dependencies = [ + "uipath-langchain==0.0.93", + "langgraph>=0.3.34", + "langchain-mcp-adapters>=0.0.9" +] +requires-python = ">=3.10" diff --git a/samples/github-slack-agent/uipath.json b/samples/github-slack-agent/uipath.json new file mode 100644 index 0000000..ca7424b --- /dev/null +++ b/samples/github-slack-agent/uipath.json @@ -0,0 +1,181 @@ +{ + "entryPoints": [ + { + 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