pytrends working

app.py

@@ -14,7 +14,10 @@ from server import (
 ui = ui.page_fluid(
     ui.page_navbar(
         blog.ui,
-        title="SEO Blog Writer"
+        title="SEO Blog Writer",
+        header=ui.tags.head(
+            ui.tags.link(rel='stylesheet', type='text/css', href='style.css')
+        )
     )
 )
 

pyproject.toml

@@ -18,5 +18,6 @@ dependencies = [
     "pydantic-ai>=0.3.5",
     "pyrsm>=1.6.0",
     "python-dotenv>=1.1.1",
+    "pytrends>=4.9.2",
     "requests>=2.32.4",
 ]

server/blog.py

@@ -1,28 +1,81 @@
-from shiny import reactive, render
+from shiny import reactive, render, ui
+import sys, os
+from dotenv import load_dotenv
+from pytrends.request import TrendReq
+
+load_dotenv()
+
+sys.path.append(os.path.abspath(os.path.join(os.path.dirname(__file__), "..", "code")))
 from llm_connect import get_response
 
-def draft_blog(topic):
-    prompt = (
-        f"You are a blog writer for a hobby company called 'Ultima Supply'.\n"
-        f"Write me a SEO optimized blog with a title and subsections for the following topic in great detail:\n"
-        f"{topic}\n"
-        f"Make sure the blog that you create has SEO keywords throughout so it can be found via search engines."
-    )
+import warnings
+warnings.filterwarnings("ignore", category=FutureWarning)
+
+
+def get_related_keywords(topic: str, region="US", top_n=5) -> list:
+    pytrends = TrendReq(hl="en-US", tz=360)
+    suggestions = pytrends.suggestions(keyword=topic)
+    keywords = [s["title"] for s in suggestions if topic.lower() not in s["title"].lower()]
+    
+    if not keywords:
+        return []
 
-    return get_response(
-        input=prompt,
-        template=lambda x: x,
-        llm='llama',
-        md=False,
-        temperature=0.8,
-        max_tokens=1000
+    pytrends.build_payload(keywords[:10], timeframe='now 7-d', geo=region)
+    df = pytrends.interest_over_time()
+
+    top_keywords = (
+        df.drop(columns=["isPartial"])
+        .mean()
+        .sort_values(ascending=False)
+        .head(top_n)
+        .index.tolist()
     )
 
+    return top_keywords
+
 def server(input, output, session):
+    # Reactive store for extracted keywords
+    related_keywords = reactive.Value([])
+
     @output
-    @render.text
-    def blog_output():
+    @render.ui
+    @reactive.event(input.generate_btn)
+    def blog_result():
         topic = input.topic()
+
+        print("[DEBUG] Button clicked.")
+        print(f"[DEBUG] Topic: {topic}")
+
         if not topic:
-            return "Enter a topic to generate a blog."
-        return draft_blog(topic)
+            return ui.HTML("<p><strong>⚠️ Please enter a topic before generating.</strong></p>")
+
+        # Get SEO keywords and store
+        keywords = get_related_keywords(topic)
+        related_keywords.set(keywords)
+
+        keyword_str = ", ".join(keywords) if keywords else topic
+
+        prompt = (
+            f"You are a blog writer for a hobby company called 'Ultima Supply'.\n"
+            f"Write an SEO-optimized blog in HTML format using the following keywords throughout: {keyword_str}.\n"
+            f"Make sure to use proper <h1>, <h2>, and <p> tags. Topic: {topic}"
+        )
+
+        blog_output = get_response(
+            input=prompt,
+            template=lambda x: x,
+            llm='llama',
+            md=False,
+            temperature=0.8,
+            max_tokens=1000
+        )
+
+        return ui.HTML(blog_output)
+
+    @output
+    @render.text
+    def keywords_used():
+        kws = related_keywords()
+        if not kws:
+            return "No SEO keywords retrieved yet."
+        return f"SEO Keywords Injected: {', '.join(kws)}"

ui/blog.py

@@ -3,5 +3,10 @@ from shiny import ui
 ui = ui.nav_panel(
     "Blog Writer",
     ui.input_text("topic", "Enter Blog Topic", placeholder="e.g. Best One Piece Cards in 2025"),
-    ui.output_text_verbatim("blog_output"),
+    ui.div(
+        ui.input_action_button("generate_btn", "Generate Blog"),
+        class_="mt-3 mb-3"
+    ),
+    ui.output_ui("blog_result"),
+    ui.output_text('keywords_used')
 )

uv.lock

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 ]
 
+[[package]]
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+]
+
 [[package]]
 name = "markdown-it-py"
 version = "3.0.0"
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 ]
 
+[[package]]
+name = "pytrends"
+version = "4.9.2"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "lxml" },
+    { name = "pandas" },
+    { name = "requests" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/e9/65/a242fd8fbe98c11bd51f0b57d4752905396a99c42c91c3213c3f44e741c8/pytrends-4.9.2.tar.gz", hash = "sha256:691c6e36b1aeaa4754f3692bdbad0dff446e528ffb052eee2e7f139aaa2c6989", size = 247162 }
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+]
+
 [[package]]
 name = "pytz"
 version = "2025.2"
@@ -3158,6 +3208,7 @@ dependencies = [
     { name = "pydantic-ai" },
     { name = "pyrsm" },
     { name = "python-dotenv" },
+    { name = "pytrends" },
     { name = "requests" },
 ]
 
@@ -3176,6 +3227,7 @@ requires-dist = [
     { name = "pydantic-ai", specifier = ">=0.3.5" },
     { name = "pyrsm", specifier = ">=1.6.0" },
     { name = "python-dotenv", specifier = ">=1.1.1" },
+    { name = "pytrends", specifier = ">=4.9.2" },
     { name = "requests", specifier = ">=2.32.4" },
 ]
 

www/style.css

@@ -0,0 +1,26 @@
+#blog_result {
+    font-family: system-ui, sans-serif;
+    line-height: 1.6;
+    background-color: #fdfdfd;
+    border: 1px solid #ddd;
+    padding: 1.5rem;
+    margin-top: 1rem;
+    border-radius: 8px;
+    max-width: 800px;
+    white-space: normal;
+}
+
+#blog_result h1,
+#blog_result h2,
+#blog_result h3 {
+    margin-top: 1.5em;
+    margin-bottom: 0.5em;
+}
+
+#blog_result p {
+    margin-bottom: 1em;
+}
+
+#blog_result ul {
+    padding-left: 1.2rem;
+}