From b6d2cfea1744f3c95de6217c297e2036e19a3207 Mon Sep 17 00:00:00 2001 From: Yuvraj Sharma <48665385+yvrjsharma@users.noreply.github.com> Date: Tue, 31 Dec 2024 20:07:23 +0530 Subject: [PATCH] docs: add guide for building Gradio frontend with CrewAI --- .crossnote/config.js | 15 ++ .crossnote/head.html | 6 + .crossnote/parser.js | 12 + .crossnote/style.less | 8 + docs/how-to/gradio-guide.md | 389 ++++++++++++++++++++++++++++++++ docs/images/gradio-overview.png | Bin 0 -> 93415 bytes 6 files changed, 430 insertions(+) create mode 100644 .crossnote/config.js create mode 100644 .crossnote/head.html create mode 100644 .crossnote/parser.js create mode 100644 .crossnote/style.less create mode 100644 docs/how-to/gradio-guide.md create mode 100644 docs/images/gradio-overview.png diff --git a/.crossnote/config.js b/.crossnote/config.js new file mode 100644 index 000000000..80613c41a --- /dev/null +++ b/.crossnote/config.js @@ -0,0 +1,15 @@ +({ + katexConfig: { + "macros": {} +}, + + mathjaxConfig: { + "tex": {}, + "options": {}, + "loader": {} +}, + + mermaidConfig: { + "startOnLoad": false +}, +}) \ No newline at end of file diff --git a/.crossnote/head.html b/.crossnote/head.html new file mode 100644 index 000000000..079058b3e --- /dev/null +++ b/.crossnote/head.html @@ -0,0 +1,6 @@ + + \ No newline at end of file diff --git a/.crossnote/parser.js b/.crossnote/parser.js new file mode 100644 index 000000000..0f6b5a9e3 --- /dev/null +++ b/.crossnote/parser.js @@ -0,0 +1,12 @@ +({ + // Please visit the URL below for more information: + // https://shd101wyy.github.io/markdown-preview-enhanced/#/extend-parser + + onWillParseMarkdown: async function(markdown) { + return markdown; + }, + + onDidParseMarkdown: async function(html) { + return html; + }, +}) \ No newline at end of file diff --git a/.crossnote/style.less b/.crossnote/style.less new file mode 100644 index 000000000..cf7e2ab27 --- /dev/null +++ b/.crossnote/style.less @@ -0,0 +1,8 @@ + +/* Please visit the URL below for more information: */ +/* https://shd101wyy.github.io/markdown-preview-enhanced/#/customize-css */ + +.markdown-preview.markdown-preview { + // modify your style here + // eg: background-color: blue; +} diff --git a/docs/how-to/gradio-guide.md b/docs/how-to/gradio-guide.md new file mode 100644 index 000000000..8d8d23ba0 --- /dev/null +++ b/docs/how-to/gradio-guide.md @@ -0,0 +1,389 @@ +# Building a Multi-Agent Support Crew UI with Gradio + +​ +## Introduction +This guide demonstrates how to create an interactive web interface for CrewAI multi-agent systems using Gradio. We'll build a customer support application where multiple agents collaborate to provide comprehensive responses to user inquiries. + +​ +## Overview +The application features: +- A support representative agent that handles initial customer inquiries +- A QA specialist agent that reviews and refines responses +- Real-time message updates showing agent interactions +- Document context support through web scraping +- A clean, user-friendly interface built with Gradio + +![Overview of the gradio chatbot UI](/images/gradio-overview.png) + +​ +## Prerequisites +Before starting, ensure you have the following installed: + +```bash +pip install crewai gradio crewai-tools +``` + +## Implementation + +### 1. Set Up Message Queue System +First, import all the required packages. Next, we'll create a message queue to manage the flow of communications between agents: + +```python +import gradio as gr +import asyncio +import threading +import os +import queue +from typing import List, Dict, Generator + +class SupportMessageQueue: + def __init__(self): + self.message_queue = queue.Queue() + self.last_agent = None + + def add_message(self, message: Dict): + self.message_queue.put(message) + + def get_messages(self) -> List[Dict]: + messages = [] + while not self.message_queue.empty(): + messages.append(self.message_queue.get()) + return messages +``` + +### 2. Create the Support Crew Class +Next, we'll implement the main support crew class that handles agent initialization and task creation: + +```python +from crewai import Agent, Task, Crew +from crewai_tools import ScrapeWebsiteTool + +class SupportCrew: + def __init__(self, api_key: str = None): + self.api_key = api_key + self.message_queue = SupportMessageQueue() + self.support_agent = None + self.qa_agent = None + self.current_agent = None + self.scrape_tool = None + + def initialize_agents(self, website_url: str): + if not self.api_key: + raise ValueError("OpenAI API key is required") + + os.environ["OPENAI_API_KEY"] = self.api_key + self.scrape_tool = ScrapeWebsiteTool(website_url=website_url) + + self.support_agent = Agent( + role="Senior Support Representative", + goal="Be the most friendly and helpful support representative in your team", + backstory=( + "You work at crewAI and are now working on providing support to customers. " + "You need to make sure that you provide the best support! " + "Make sure to provide full complete answers, and make no assumptions." + ), + allow_delegation=False, + verbose=True + ) + + self.qa_agent = Agent( + role="Support Quality Assurance Specialist", + goal="Get recognition for providing the best support quality assurance in your team", + backstory=( + "You work at crewAI and are now working with your team on customer requests " + "ensuring that the support representative is providing the best support possible. " + "You need to make sure that the support representative is providing full " + "complete answers, and make no assumptions." + ), + verbose=True + ) + + # Implement Task Creation for the agents + def create_tasks(self, inquiry: str) -> List[Task]: + inquiry_resolution = Task( + description=( + f"A customer just reached out with a super important ask:\n{inquiry}\n\n" + "Make sure to use everything you know to provide the best support possible. " + "You must strive to provide a complete and accurate response to the customer's inquiry." + ), + expected_output=( + "A detailed, informative response to the customer's inquiry that addresses " + "all aspects of their question.\n" + "The response should include references to everything you used to find the answer." + ), + tools=[self.scrape_tool], + agent=self.support_agent + ) + + quality_assurance_review = Task( + description=( + "Review the response drafted by the Senior Support Representative for the customer's inquiry. " + "Ensure that the answer is comprehensive, accurate, and adheres to the " + "high-quality standards expected for customer support." + ), + expected_output=( + "A final, detailed, and informative response ready to be sent to the customer.\n" + "This response should fully address the customer's inquiry, incorporating all " + "relevant feedback and improvements." + ), + agent=self.qa_agent + ) + + return [inquiry_resolution, quality_assurance_review] + + # main processing function + async def process_support(self, inquiry: str, website_url: str) -> Generator[List[Dict], None, None]: + def add_agent_messages(agent_name: str, tasks: str, emoji: str = "🤖"): + self.message_queue.add_message({ + "role": "assistant", + "content": agent_name, + "metadata": {"title": f"{emoji} {agent_name}"} + }) + + self.message_queue.add_message({ + "role": "assistant", + "content": tasks, + "metadata": {"title": f"📋 Task for {agent_name}"} + }) + + # Manages transition between agents + def setup_next_agent(current_agent: str) -> None: + if current_agent == "Senior Support Representative": + self.current_agent = "Support Quality Assurance Specialist" + add_agent_messages( + "Support Quality Assurance Specialist", + "Review and improve the support representative's response" + ) + + def task_callback(task_output) -> None: + print(f"Task callback received: {task_output}") + + raw_output = task_output.raw + if "## Final Answer:" in raw_output: + content = raw_output.split("## Final Answer:")[1].strip() + else: + content = raw_output.strip() + + if self.current_agent == "Support Quality Assurance Specialist": + self.message_queue.add_message({ + "role": "assistant", + "content": "Final response is ready!", + "metadata": {"title": "✅ Final Response"} + }) + + formatted_content = content + formatted_content = formatted_content.replace("\n#", "\n\n#") + formatted_content = formatted_content.replace("\n-", "\n\n-") + formatted_content = formatted_content.replace("\n*", "\n\n*") + formatted_content = formatted_content.replace("\n1.", "\n\n1.") + formatted_content = formatted_content.replace("\n\n\n", "\n\n") + + self.message_queue.add_message({ + "role": "assistant", + "content": formatted_content + }) + else: + self.message_queue.add_message({ + "role": "assistant", + "content": content, + "metadata": {"title": f"✨ Output from {self.current_agent}"} + }) + setup_next_agent(self.current_agent) + + try: + self.initialize_agents(website_url) + self.current_agent = "Senior Support Representative" + + yield [{ + "role": "assistant", + "content": "Starting to process your inquiry...", + "metadata": {"title": "🚀 Process Started"} + }] + + add_agent_messages( + "Senior Support Representative", + "Analyze customer inquiry and provide comprehensive support" + ) + + crew = Crew( + agents=[self.support_agent, self.qa_agent], + tasks=self.create_tasks(inquiry), + verbose=True, + task_callback=task_callback + ) + + def run_crew(): + try: + crew.kickoff() + except Exception as e: + print(f"Error in crew execution: {str(e)}") + self.message_queue.add_message({ + "role": "assistant", + "content": f"An error occurred: {str(e)}", + "metadata": {"title": "❌ Error"} + }) + + thread = threading.Thread(target=run_crew) + thread.start() + + while thread.is_alive() or not self.message_queue.message_queue.empty(): + messages = self.message_queue.get_messages() + if messages: + print(f"Yielding messages: {messages}") + yield messages + await asyncio.sleep(0.1) + + except Exception as e: + print(f"Error in process_support: {str(e)}") + yield [{ + "role": "assistant", + "content": f"An error occurred: {str(e)}", + "metadata": {"title": "❌ Error"} + }] +``` + + +### 3. Create the Gradio Interface +Finally, implement the Gradio interface that ties everything together: + +```python +import gradio as gr + +def create_demo(): + support_crew = None + + with gr.Blocks(theme=gr.themes.Ocean()) as demo: + gr.Markdown("# 🎯 AI Customer Support Crew") + gr.Markdown("This is a friendly, high-performing multi-agent application built with Gradio and CrewAI. Enter a webpage URL and your questions from that webpage.") + openai_api_key = gr.Textbox( + label='OpenAI API Key', + type='password', + placeholder='Type your OpenAI API Key and press Enter to access the app...', + interactive=True + ) + + chatbot = gr.Chatbot( + label="Support Process", + height=700, + type="messages", + show_label=True, + visible=False, + avatar_images=(None, "https://avatars.githubusercontent.com/u/170677839?v=4"), + render_markdown=True + ) + + with gr.Row(equal_height=True): + inquiry = gr.Textbox( + label="Your Inquiry", + placeholder="Enter your question...", + scale=4, + visible=False + ) + website_url = gr.Textbox( + label="Documentation URL", + placeholder="Enter documentation URL to search...", + scale=4, + visible=False + ) + btn = gr.Button("Get Support", variant="primary", scale=1, visible=False) + + async def process_input(inquiry_text, website_url_text, history, api_key): + nonlocal support_crew + if not api_key: + history = history or [] + history.append({ + "role": "assistant", + "content": "Please provide an OpenAI API key.", + "metadata": {"title": "❌ Error"} + }) + yield history + return + + if support_crew is None: + support_crew = SupportCrew(api_key=api_key) + + history = history or [] + history.append({ + "role": "user", + "content": f"Question: {inquiry_text}\nDocumentation: {website_url_text}" + }) + yield history + + try: + async for messages in support_crew.process_support(inquiry_text, website_url_text): + history.extend(messages) + yield history + except Exception as e: + history.append({ + "role": "assistant", + "content": f"An error occurred: {str(e)}", + "metadata": {"title": "❌ Error"} + }) + yield history + + def show_interface(): + return { + openai_api_key: gr.Textbox(visible=False), + chatbot: gr.Chatbot(visible=True), + inquiry: gr.Textbox(visible=True), + website_url: gr.Textbox(visible=True), + btn: gr.Button(visible=True) + } + + openai_api_key.submit(show_interface, None, [openai_api_key, chatbot, inquiry, website_url, btn]) + btn.click(process_input, [inquiry, website_url, chatbot, openai_api_key], [chatbot]) + inquiry.submit(process_input, [inquiry, website_url, chatbot, openai_api_key], [chatbot]) + + return demo + +if __name__ == "__main__": + demo = create_demo() + demo.queue() + demo.launch(debug=True) +``` + +## Running the Application +To run the application: + +1. Save all the code in a single Python file (e.g., `support_crew_app.py`) +2. Install the required dependencies: +```bash +pip install crewai gradio crewai-tools +``` +3. Run the application: +```bash +python support_crew_app.py +``` +4. Open your browser and navigate to the URL shown in the console (typically `http://127.0.0.1:7860`) + +## How It Works + +1. **Initial Setup**: When the application starts, it creates a clean interface with an API key input field. + +2. **Agent Initialization**: After entering the OpenAI API key, the interface reveals the main components: + - An inquiry input field for user questions + - A URL input field for documentation reference + - A chat interface showing the conversation and agent interactions + +3. **Agent Interaction Flow**: + - The Support Representative agent receives the initial inquiry and documentation URL + - It processes the request and provides a detailed response + - The QA Specialist agent reviews and refines the response + - The final answer is displayed in the chat interface + +4. **Real-time Updates**: The interface shows real-time updates of the agents' work, including: + - Task assignments + - Agent responses + - Final refined answers + +## Customization + +You can customize the application by: +- Modifying agent roles and backstories +- Adding additional agents to the crew +- Customizing the interface theme and layout +- Adding new tools for the agents to use + +## Conclusion + +This implementation demonstrates how to create a user-friendly interface for CrewAI multi-agent systems using Gradio. 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