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appnew.py

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+import warnings
+warnings.filterwarnings('ignore')
+from crewai import Agent, Task, Crew
+import os
+from utils_groc import get_groc_api_key
+from crewai_tools import SerperDevTool, ScrapeWebsiteTool, WebsiteSearchTool
+from IPython.display import Markdown
+import gradio as gr
+
+
+os.environ["OPENAI_API_BASE"] = "https://api.groc.com/openai/v1"
+os.environ["OPENAI_MODLE_NAME"] = "deepseek-r1-distill-llama-70b"
+os.environ["OPENAI_API_KEY"] = os.getenv("GROQ_API_KEY")
+
+def generate_blog_post(topic):
+    groc_api_key = get_groc_api_key()
+    os.environ["GROQ_API_KEY"] = 'deepseek-r1-distill-llama-70b'
+
+    search_tool = SerperDevTool()
+    scrape_tool = ScrapeWebsiteTool()
+
+    researcher = Agent(
+        role="Digital Marketing Researcher",
+        goal="Gather accurate, relevant, and engaging information on {topic} to support the creation of a high-quality blog post.",
+        backstory="You are an expert in digital marketing research, specializing in identifying trends, data, and insights that resonate with the target audience.",
+        instructions=[
+            "1. Identify the target audience and their preferences for the topic: {topic}.",
+            "2. Conduct thorough research using credible sources such as industry reports, case studies, and reputable websites.",
+            "3. Gather data, statistics, and trends that support the topic and provide value to the audience.",
+            "4. Organize the research into clear sections (e.g., introduction, key points, examples, and conclusions).",
+            "5. Ensure all information is accurate, up-to-date, and properly cited.",
+            "6. Provide a summary of the research findings to the Content Writer for further development."],
+        allow_delegation=False,
+        verbose=True,
+        tools=[search_tool, scrape_tool]
+    )
+
+    writer = Agent(
+        role="Content Writer",
+        goal="Write a compelling, engaging, and well-structured blog post on {topic} based on the research provided.",
+        backstory="You are a skilled content writer with expertise in crafting blog posts that resonate with the target audience.",
+        instructions=[
+            "1. Review the research provided by the Researcher and identify the key points to include in the blog post.",
+            "2. Write a captivating headline and introduction to grab the reader's attention.",
+            "3. Structure the blog post into sections (e.g., introduction, main body, conclusion) for easy readability.",
+            "4. Use clear, concise, and engaging language to communicate the information effectively.",
+            "5. Incorporate relevant examples, statistics, and quotes from the research to support your points.",
+            "6. Ensure the tone and style align with the company's brand guidelines.",
+            "7. Optimize the content for SEO by including relevant keywords and meta descriptions.",
+            "8. Submit the draft to the Editor for review and refinement."
+        ],
+        allow_delegation=False,
+        verbose=True,
+        tools=[search_tool, scrape_tool]
+    )
+
+    editor = Agent(
+        role="Content Editor",
+        goal="Review and refine the blog post to ensure it is polished, error-free, appropriate for the company's policy and ready for publication.",
+        backstory="You are an experienced content editor with a keen eye for detail and a deep understanding of the company's brand voice.",
+        instructions=[
+            "1. Review the blog post draft for grammar, spelling, and punctuation errors.",
+            "2. Ensure the content is clear, concise, and easy to understand.",
+            "3. Verify that the tone and style align with the company's brand guidelines.",
+            "4. Check that the blog post is well-structured and flows logically.",
+            "5. Confirm that all facts, statistics, and quotes are accurate and properly cited.",
+            "6. Provide constructive feedback to the Content Writer if revisions are needed.",
+            "7. Finalize the blog post and prepare it for publication."
+        ],
+        allow_delegation=False,
+        verbose=True,
+        tools=[search_tool, scrape_tool]
+    )
+
+    '''search_tool = SerperDevTool()
+    scrape_tool = ScrapeWebsiteTool()'''
+
+    plan = Task(
+        description=(
+            "1. Analyze the topic: {topic} and identify its relevance to the target audience.\n"
+            "2. Research the latest trends, statistics, and news related to {topic}.\n"
+            "3. Identify key players, influencers, or brands in the industry related to {topic}.\n"
+            "4. Gather credible sources such as industry reports, case studies, and reputable websites.\n"
+            "5. Highlight pain points, challenges, and opportunities related to {topic}.\n"
+            "6. Organize the research into clear sections (e.g., trends, data, examples, and sources)."
+        ),
+        expected_output=(
+            "A detailed research document containing:\n"
+            "- Key trends and statistics related to {topic}.\n"
+            "- Credible sources and references.\n"
+            "- Insights into the target audience's pain points and interests.\n"
+            "- A structured outline of the research findings."
+        ),
+        tools=[search_tool, scrape_tool],
+        agent=researcher,
+    )
+
+    audience_analysis = Task(
+        description=(
+            "1. Define the target audience for the blog post on {topic}.\n"
+            "2. Identify the audience's demographics, interests, and preferences.\n"
+            "3. Analyze the audience's pain points and how {topic} can address them.\n"
+            "4. Determine the tone and style that will resonate with the audience.\n"
+            "5. Provide recommendations for engaging the audience effectively."
+        ),
+        expected_output=(
+            "An audience analysis report containing:\n"
+            "- Demographics and psychographics of the target audience.\n"
+            "- Pain points and interests related to {topic}.\n"
+            "- Recommendations for tone, style, and engagement strategies."
+        ),
+        tools=[search_tool, scrape_tool],
+        agent=researcher,
+    )
+
+    write = Task(
+        description=(
+            "1. Use the research document and audience analysis to create a blog draft.\n"
+            "2. Write a compelling headline and introduction to grab the reader's attention.\n"
+            "3. Structure the blog post into sections (e.g., introduction, main body, conclusion).\n"
+            "4. Incorporate key points, examples, and statistics from the research.\n"
+            "5. Use a tone and style that aligns with the target audience and brand guidelines.\n"
+            "6. Include a clear call-to-action (CTA) to engage the audience.\n"
+            "7. Optimize the content for SEO by including relevant keywords and meta descriptions."
+        ),
+        expected_output=(
+            "A complete blog draft containing:\n"
+            "- A captivating headline and introduction.\n"
+            "- Well-structured sections with clear key points.\n"
+            "- Examples, statistics, and quotes from the research.\n"
+            "- A strong call-to-action (CTA).\n"
+            "- SEO-optimized content with keywords and meta descriptions."
+        ),
+        tools=[search_tool, scrape_tool],
+        agent=writer,
+    )
+
+    revise_blog = Task(
+        description=(
+            "1. Review the Editor's feedback on the blog draft.\n"
+            "2. Make necessary revisions to improve clarity, tone, and structure.\n"
+            "3. Ensure all facts, statistics, and quotes are accurate and properly cited.\n"
+            "4. Double-check SEO optimization, including keywords and meta descriptions.\n"
+            "5. Submit the revised draft to the Editor for final approval."
+        ),
+        expected_output=(
+            "A revised blog draft that incorporates all feedback and is ready for final review."
+        ),
+        tools=[search_tool, scrape_tool],
+        agent=writer,
+    )
+
+    edit = Task(
+        description=(
+            "1. Review the blog draft for grammar, spelling, and punctuation errors.\n"
+            "2. Ensure the content is clear, concise, and easy to understand.\n"
+            "3. Verify that the tone and style align with the company's brand guidelines.\n"
+            "4. Check that the blog post is well-structured and flows logically.\n"
+            "5. Confirm that all facts, statistics, and quotes are accurate and properly cited.\n"
+            "6. Provide constructive feedback to the Writer for revisions if needed."
+        ),
+        expected_output=(
+            "A reviewed blog draft with:\n"
+            "- Corrections for grammar, spelling, and punctuation.\n"
+            "- Suggestions for improving clarity, tone, and structure.\n"
+            "- Confirmation of factual accuracy and proper citations.\n"
+            "- Feedback for the Writer if revisions are required."
+        ),
+        tools=[search_tool, scrape_tool],
+        agent=editor,
+    )
+
+    finalize_blog = Task(
+        description=(
+            "1. Review the revised blog draft from the Writer.\n"
+            "2. Ensure all feedback has been incorporated and the content is error-free.\n"
+            "3. Confirm that the blog post is optimized for SEO and aligns with brand guidelines.\n"
+            "4. Prepare the blog post for publication by formatting it appropriately.\n"
+            "5. Submit the finalized blog post for publishing."
+        ),
+        expected_output=(
+            "A finalized blog post that is:\n"
+            "- Error-free and polished.\n"
+            "- SEO-optimized and aligned with brand guidelines.\n"
+            "- Ready for publication."
+        ),
+        tools=[search_tool, scrape_tool],
+        agent=editor,
+    )
+
+    crew = Crew(
+        agents=[researcher, writer, editor],
+        tasks=[plan, audience_analysis, write, revise_blog, edit, finalize_blog],
+        verbose=True,
+        memory=True
+    )
+
+    result = crew.kickoff(inputs={"topic": topic})
+    return result.raw
+
+
+
+def run_crewai(topic):
+    return generate_blog_post(topic)
+
+iface = gr.Interface(
+    fn=run_crewai,
+    inputs=gr.Textbox(lines=2, placeholder="Enter a topic for the blog post..."),
+    outputs=gr.Textbox(lines=40, placeholder="Generated blog post will appear here..."),
+    title="Blog Post Generator",
+    description="Enter a topic to generate a SEO approved blog post."
+)
+
+iface.launch()

utils_groc.py

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+import os
+from dotenv import load_dotenv, find_dotenv
+
+# tload env diel                                                                                                                    
+def load_env():
+    _ = load_dotenv(find_dotenv())
+
+def get_groc_api_key():
+    load_env()
+    groc_api_key = os.getenv("GROQ_API_KEY")
+    return groc_api_key
+
+def get_serper_api_key():
+    load_env()
+    groc_api_key = os.getenv("SERPER_API_KEY")
+    return groc_api_key
+
+
+# break to 50
+# don't break in the middle 
+def pretty_print_result(result):
+  parsed_result = []
+  for line in result.split('\n'):
+      if len(line) > 50:
+          words = line.split(' ')
+          new_line = ''
+          for word in words:
+              if len(new_line) + len(word) + 1 > 50:
+                  parsed_result.append(new_line)
+                  new_line = word
+              else:
+                  if new_line == '':
+                      new_line = word
+                  else:
+                      new_line += ' ' + word
+          parsed_result.append(new_line)
+      else:
+          parsed_result.append(line)
+  return "\n".join(parsed_result)