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+# import streamlit as st
+#
+# from langchain_google_genai import ChatGoogleGenerativeAI
+#
+# import time
+# def details():
+#     apiKey = "AIzaSyC9ScRqi9g-YghNuS5w7o7Erwtd5RIN_Zo"
+#     llm = ChatGoogleGenerativeAI(model="gemini-2.0-flash-thinking-exp-01-21", google_api_key=apiKey)
+#     st.header("Introducing Gemini")
+#     with st.chat_message("assistant"):
+#         for chunk in llm.stream("Tell me about google gemini ai model"):
+#             st.write(chunk.content)
+import time
+import streamlit as st
+# Ensure set_page_config is at the top
+#st.set_page_config(page_title="Gemini 2.0 Flash Thinking", layout="wide")
+def details():
+    st.empty()
+    chat = st.container()
+    chat.empty()
+    html_code = """
+    <!DOCTYPE html>
+<html dir="ltr" lang="en">
+ <head>
+  <meta content="157101835696-ooapojlodmuabs2do2vuhhnf90bccmoi.apps.googleusercontent.com" name="google-signin-client-id"/>
+  <meta content="profile email https://www.googleapis.com/auth/developerprofiles https://www.googleapis.com/auth/developerprofiles.award" name="google-signin-scope"/>
+  <meta content="Google AI for Developers" property="og:site_name"/>
+  <meta content="website" property="og:type"/>
+  <meta content="#1967d2" name="theme-color"/>
+  <meta charset="utf-8"/>
+  <meta content="IE=Edge" http-equiv="X-UA-Compatible"/>
+  <meta content="width=device-width, initial-scale=1" name="viewport"/>
+  <link crossorigin="use-credentials" href="/_pwa/googledevai/manifest.json" rel="manifest"/>
+  <link crossorigin="" href="//www.gstatic.com" rel="preconnect"/>
+  <link crossorigin="" href="//fonts.gstatic.com" rel="preconnect"/>
+  <link crossorigin="" href="//fonts.googleapis.com" rel="preconnect"/>
+  <link crossorigin="" href="//apis.google.com" rel="preconnect"/>
+  <link crossorigin="" href="//www.google-analytics.com" rel="preconnect"/>
+  <link href="//fonts.googleapis.com/css?family=Google+Sans:400,500|Roboto:400,400italic,500,500italic,700,700italic|Roboto+Mono:400,500,700&amp;display=swap" rel="stylesheet"/>
+  <link href="//fonts.googleapis.com/css2?family=Material+Icons&amp;family=Material+Symbols+Outlined&amp;display=block" rel="stylesheet"/>
+  <link href="https://www.gstatic.com/devrel-devsite/prod/v17c4f87be230ffee20589ee6dca0a2318ead9eddb228ec5c58233202ff69a933/googledevai/css/app.css" rel="stylesheet"/>
+  <link disabled="" href="https://www.gstatic.com/devrel-devsite/prod/v17c4f87be230ffee20589ee6dca0a2318ead9eddb228ec5c58233202ff69a933/googledevai/css/dark-theme.css" rel="stylesheet"/>
+  <link href="https://www.gstatic.com/devrel-devsite/prod/v17c4f87be230ffee20589ee6dca0a2318ead9eddb228ec5c58233202ff69a933/googledevai/images/favicon-new.png" rel="shortcut icon"/>
+  <link href="https://www.gstatic.com/devrel-devsite/prod/v17c4f87be230ffee20589ee6dca0a2318ead9eddb228ec5c58233202ff69a933/googledevai/images/touchicon-180-new.png" rel="apple-touch-icon"/>
+  <link href="https://ai.google.dev/gemini-api/docs/thinking" rel="canonical"/>
+  <link href="https://ai.google.dev/s/opensearch.xml" rel="search" title="Google AI for Developers" type="application/opensearchdescription+xml"/>
+  <link href="https://ai.google.dev/gemini-api/docs/thinking" hreflang="en" rel="alternate">
+   <link href="https://ai.google.dev/gemini-api/docs/thinking" hreflang="x-default" rel="alternate">
+    <link href="https://ai.google.dev/gemini-api/docs/thinking?hl=ar" hreflang="ar" rel="alternate">
+     <link href="https://ai.google.dev/gemini-api/docs/thinking?hl=bn" hreflang="bn" rel="alternate">
+      <link href="https://ai.google.dev/gemini-api/docs/thinking?hl=zh-cn" hreflang="zh-Hans" rel="alternate">
+       <link href="https://ai.google.dev/gemini-api/docs/thinking?hl=zh-tw" hreflang="zh-Hant" rel="alternate">
+        <link href="https://ai.google.dev/gemini-api/docs/thinking?hl=fa" hreflang="fa" rel="alternate">
+         <link href="https://ai.google.dev/gemini-api/docs/thinking?hl=fr" hreflang="fr" rel="alternate">
+          <link href="https://ai.google.dev/gemini-api/docs/thinking?hl=de" hreflang="de" rel="alternate">
+           <link href="https://ai.google.dev/gemini-api/docs/thinking?hl=he" hreflang="he" rel="alternate">
+            <link href="https://ai.google.dev/gemini-api/docs/thinking?hl=hi" hreflang="hi" rel="alternate">
+             <link href="https://ai.google.dev/gemini-api/docs/thinking?hl=id" hreflang="id" rel="alternate">
+              <link href="https://ai.google.dev/gemini-api/docs/thinking?hl=it" hreflang="it" rel="alternate">
+               <link href="https://ai.google.dev/gemini-api/docs/thinking?hl=ja" hreflang="ja" rel="alternate">
+                <link href="https://ai.google.dev/gemini-api/docs/thinking?hl=ko" hreflang="ko" rel="alternate"/>
+                <link href="https://ai.google.dev/gemini-api/docs/thinking?hl=pl" hreflang="pl" rel="alternate"/>
+                <link href="https://ai.google.dev/gemini-api/docs/thinking?hl=pt-br" hreflang="pt-BR" rel="alternate"/>
+                <link href="https://ai.google.dev/gemini-api/docs/thinking?hl=ru" hreflang="ru" rel="alternate"/>
+                <link href="https://ai.google.dev/gemini-api/docs/thinking?hl=es-419" hreflang="es-419" rel="alternate"/>
+                <link href="https://ai.google.dev/gemini-api/docs/thinking?hl=th" hreflang="th" rel="alternate"/>
+                <link href="https://ai.google.dev/gemini-api/docs/thinking?hl=tr" hreflang="tr" rel="alternate"/>
+                <link href="https://ai.google.dev/gemini-api/docs/thinking?hl=vi" hreflang="vi" rel="alternate"/>
+                <link href="https://ai.google.dev/gemini-api/docs/thinking?hl=sq" hreflang="sq" rel="alternate"/>
+                <title>
+                 Gemini 2.0 Flash Thinking  |  Gemini API  |  Google AI for Developers
+                </title>
+                <meta content="Gemini 2.0 Flash Thinking  |  Gemini API  |  Google AI for Developers" property="og:title"/>
+                <meta content="https://ai.google.dev/gemini-api/docs/thinking" property="og:url"/>
+                <meta content="https://ai.google.dev/static/site-assets/images/share-gemini-api.png" property="og:image"/>
+                <meta content="1200" property="og:image:width"/>
+                <meta content="675" property="og:image:height"/>
+                <meta content="en" property="og:locale"/>
+                <meta content="summary_large_image" name="twitter:card"/>
+                <script type="application/ld+json">
+                 {
+    "@context": "https://schema.org",
+    "@type": "Article",
+    "headline": "Gemini 2.0 Flash Thinking"
+  }
+                </script>
+                <script type="application/ld+json">
+                 {
+    "@context": "https://schema.org",
+    "@type": "BreadcrumbList",
+    "itemListElement": [{
+      "@type": "ListItem",
+      "position": 1,
+      "name": "Gemini API",
+      "item": "https://ai.google.dev/gemini-api"
+    },{
+      "@type": "ListItem",
+      "position": 2,
+      "name": "Gemini 2.0 Flash Thinking",
+      "item": "https://ai.google.dev/gemini-api/docs/thinking"
+    }]
+  }
+                </script>
+                <link href="/extras.css" rel="stylesheet"/>
+               </link>
+              </link>
+             </link>
+            </link>
+           </link>
+          </link>
+         </link>
+        </link>
+       </link>
+      </link>
+     </link>
+    </link>
+   </link>
+  </link>
+ </head>
+ <body appearance="" class="" display-toc="" layout="docs" pending="" template="page" theme="googledevai-theme" type="article">
+  <devsite-progress id="app-progress" type="indeterminate">
+  </devsite-progress>
+  <a class="skip-link button" href="#main-content">
+   Skip to main content
+  </a>
+   <section id="gc-wrapper">
+    <main class="devsite-main-content" id="main-content" role="main">
+     <devsite-content>
+      <article class="devsite-article">
+       <h1 class="devsite-page-title" tabindex="-1">
+        Gemini 2.0 Flash Thinking
+        <div class="devsite-actions" data-nosnippet="">
+        </div>
+       </h1>
+       <div class="devsite-page-title-meta">
+        <devsite-view-release-notes>
+        </devsite-view-release-notes>
+       </div>
+       <devsite-toc class="devsite-nav" depth="2" devsite-toc-embedded="">
+       </devsite-toc>
+       <div class="devsite-article-body clearfix">
+        <p>
+        </p>
+        <p>
+         The Gemini 2.0 Flash Thinking model is an experimental model that's trained to
+generate the "thinking process" the model goes through as part of its response.
+As a result, the Flash Thinking model is capable of stronger reasoning
+capabilities in its responses than the Gemini 2.0 Flash Experimental model.
+        </p>
+        <div>
+         <a class="button button-primary ais" href="https://aistudio.google.com/prompts/new_chat?model=gemini-2.0-flash-thinking-exp-01-21">
+          Try the latest Flash Thinking model in Google AI Studio
+         </a>
+        </div>
+        <h2 data-text="Use thinking models" id="use-thinking-models" tabindex="-1">
+         Use thinking models
+        </h2>
+        <p>
+         Flash Thinking models are available in
+         <a href="https://aistudio.google.com/prompts/new_chat?model=gemini-2.0-flash-thinking-exp-01-21">
+          Google AI Studio
+         </a>
+         and through the Gemini API. The Gemini API doesn't return thoughts in the response.
+        </p>
+        <aside class="note">
+         <strong>
+          Note:
+         </strong>
+         <span>
+          We have set up
+          <code dir="ltr" translate="no">
+           gemini-2.0-flash-thinking-exp
+          </code>
+          as an alias to the latest
+Flash Thinking model. Use this alias to get the latest Flash thinking model, or
+specify the full model name.
+         </span>
+        </aside>
+        <h3 data-text="Send a basic request" id="send-basic" tabindex="-1">
+         Send a basic request
+        </h3>
+        <div class="ds-selector-tabs" data-ds-scope="code-sample">
+         <section>
+          <h3 data-text="Python" id="python" tabindex="-1">
+           Python
+          </h3>
+          <p>
+           This example uses the new
+           <a href="/gemini-api/docs/sdks#python-quickstart">
+            Google Genai SDK
+           </a>
+           and the
+           <code dir="ltr" translate="no">
+            v1alpha
+           </code>
+           version of the API.
+          </p>
+          <div>
+          </div>
+          <devsite-code>
+           <pre class="devsite-click-to-copy" dir="ltr" is-upgraded="" syntax="Python" translate="no"><code dir="ltr" translate="no"><span class="devsite-syntax-kn">from</span><span class="devsite-syntax-w"> </span><span class="devsite-syntax-nn">google</span><span class="devsite-syntax-w"> </span><span class="devsite-syntax-kn">import</span> <span class="devsite-syntax-n">genai</span>
+<span class="devsite-syntax-n">client</span> <span class="devsite-syntax-o">=</span> <span class="devsite-syntax-n">genai</span><span class="devsite-syntax-o">.</span><span class="devsite-syntax-n">Client</span><span class="devsite-syntax-p">(</span><span class="devsite-syntax-n">api_key</span><span class="devsite-syntax-o">=</span><span class="devsite-syntax-s1">'GEMINI_API_KEY'</span><span class="devsite-syntax-p">,</span> <span class="devsite-syntax-n">http_options</span><span class="devsite-syntax-o">=</span><span class="devsite-syntax-p">{</span><span class="devsite-syntax-s1">'api_version'</span><span class="devsite-syntax-p">:</span><span class="devsite-syntax-s1">'v1alpha'</span><span class="devsite-syntax-p">})</span>
+<span class="devsite-syntax-n">response</span> <span class="devsite-syntax-o">=</span> <span class="devsite-syntax-n">client</span><span class="devsite-syntax-o">.</span><span class="devsite-syntax-n">models</span><span class="devsite-syntax-o">.</span><span class="devsite-syntax-n">generate_content</span><span class="devsite-syntax-p">(</span>
+    <span class="devsite-syntax-n">model</span><span class="devsite-syntax-o">=</span><span class="devsite-syntax-s1">'gemini-2.0-flash-thinking-exp'</span><span class="devsite-syntax-p">,</span>
+    <span class="devsite-syntax-n">contents</span><span class="devsite-syntax-o">=</span><span class="devsite-syntax-s1">'Explain how RLHF works in simple terms.'</span><span class="devsite-syntax-p">,</span>
+<span class="devsite-syntax-p">)</span>
+<span class="devsite-syntax-nb">print</span><span class="devsite-syntax-p">(</span><span class="devsite-syntax-n">response</span><span class="devsite-syntax-o">.</span><span class="devsite-syntax-n">text</span><span class="devsite-syntax-p">)</span>
+</code></pre>
+          </devsite-code>
+         </section>
+        </div>
+        <h3 data-text="Multi-turn thinking conversations" id="multi-turn-thinking" tabindex="-1">
+         Multi-turn thinking conversations
+        </h3>
+        <p>
+         During multi-turn conversations, thoughts from previous turns are stripped from
+the model's inputs.
+        </p>
+        <div class="ds-selector-tabs" data-ds-scope="code-sample">
+         <section>
+          <h3 data-text="Python" id="python_1" tabindex="-1">
+           Python
+          </h3>
+          <p>
+           The new
+           <a href="/gemini-api/docs/sdks#python-quickstart">
+            Google Genai SDK
+           </a>
+           provides the ability to create a multi-turn chat session which is
+helpful to manage the state of a conversation.
+          </p>
+          <div>
+          </div>
+          <devsite-code>
+           <pre class="devsite-click-to-copy" dir="ltr" is-upgraded="" syntax="Python" translate="no"><code dir="ltr" translate="no"><span class="devsite-syntax-kn">from</span><span class="devsite-syntax-w"> </span><span class="devsite-syntax-nn">google</span><span class="devsite-syntax-w"> </span><span class="devsite-syntax-kn">import</span> <span class="devsite-syntax-n">genai</span>
+<span class="devsite-syntax-n">client</span> <span class="devsite-syntax-o">=</span> <span class="devsite-syntax-n">genai</span><span class="devsite-syntax-o">.</span><span class="devsite-syntax-n">Client</span><span class="devsite-syntax-p">(</span><span class="devsite-syntax-n">api_key</span><span class="devsite-syntax-o">=</span><span class="devsite-syntax-s1">'GEMINI_API_KEY'</span><span class="devsite-syntax-p">,</span> <span class="devsite-syntax-n">http_options</span><span class="devsite-syntax-o">=</span><span class="devsite-syntax-p">{</span><span class="devsite-syntax-s1">'api_version'</span><span class="devsite-syntax-p">:</span><span class="devsite-syntax-s1">'v1alpha'</span><span class="devsite-syntax-p">})</span>
+<span class="devsite-syntax-n">chat</span> <span class="devsite-syntax-o">=</span> <span class="devsite-syntax-n">client</span><span class="devsite-syntax-o">.</span><span class="devsite-syntax-n">aio</span><span class="devsite-syntax-o">.</span><span class="devsite-syntax-n">chats</span><span class="devsite-syntax-o">.</span><span class="devsite-syntax-n">create</span><span class="devsite-syntax-p">(</span>
+    <span class="devsite-syntax-n">model</span><span class="devsite-syntax-o">=</span><span class="devsite-syntax-s1">'gemini-2.0-flash-thinking-exp'</span><span class="devsite-syntax-p">,</span>
+<span class="devsite-syntax-p">)</span>
+<span class="devsite-syntax-n">response</span> <span class="devsite-syntax-o">=</span> <span class="devsite-syntax-k">await</span> <span class="devsite-syntax-n">chat</span><span class="devsite-syntax-o">.</span><span class="devsite-syntax-n">send_message</span><span class="devsite-syntax-p">(</span><span class="devsite-syntax-s1">'What is your name?'</span><span class="devsite-syntax-p">)</span>
+<span class="devsite-syntax-nb">print</span><span class="devsite-syntax-p">(</span><span class="devsite-syntax-n">response</span><span class="devsite-syntax-o">.</span><span class="devsite-syntax-n">text</span><span class="devsite-syntax-p">)</span>
+<span class="devsite-syntax-n">response</span> <span class="devsite-syntax-o">=</span> <span class="devsite-syntax-k">await</span> <span class="devsite-syntax-n">chat</span><span class="devsite-syntax-o">.</span><span class="devsite-syntax-n">send_message</span><span class="devsite-syntax-p">(</span><span class="devsite-syntax-s1">'What did you just say before this?'</span><span class="devsite-syntax-p">)</span>
+<span class="devsite-syntax-nb">print</span><span class="devsite-syntax-p">(</span><span class="devsite-syntax-n">response</span><span class="devsite-syntax-o">.</span><span class="devsite-syntax-n">text</span><span class="devsite-syntax-p">)</span>
+</code></pre>
+          </devsite-code>
+         </section>
+        </div>
+        <h2 data-text="Limitations" id="limitations" tabindex="-1">
+         Limitations
+        </h2>
+        <p>
+         The Flash Thinking model is an experimental model and has the following
+limitations:
+        </p>
+        <ul>
+         <li>
+          No JSON mode or Search Grounding
+         </li>
+         <li>
+          Thoughts are only shown in Google AI Studio
+         </li>
+        </ul>
+        <h2 data-text="What's next?" id="whats-next" tabindex="-1">
+         What's next?
+        </h2>
+        <ul>
+         <li>
+          Try the Flash Thinking model in
+          <a href="https://aistudio.google.com/prompts/new_chat?model=gemini-2.0-flash-thinking-exp-01-21">
+           Google AI Studio
+          </a>
+          .
+         </li>
+         <li>
+          Try the
+          <a href="https://colab.sandbox.google.com/github/google-gemini/cookbook/blob/main/quickstarts/Get_started_thinking.ipynb">
+           Flash Thinking Colab
+          </a>
+          .
+         </li>
+        </ul>
+        <link data-page-link="" href="/site-assets/css/style.css?v=3" rel="stylesheet"/>
+        <link data-page-link="" href="https://fonts.googleapis.com/css2?family=Google+Symbols:opsz,wght,FILL,[email protected],100..700,0..1,-50..200" rel="stylesheet"/>
+       </div>
+      </article>
+    </main>
+  <script nonce="JcFvBGdkcv/1Vce7ZjN/RLoNxR4Uj2">
+   (function(d,e,v,s,i,t,E){d['GoogleDevelopersObject']=i;
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+  </script>
+  <devsite-a11y-announce>
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+    """
+    data = f'''**Gemini 2.0 Flash Thinking** \n\nThe Gemini 2.0 Flash Thinking model is an experimental model that's trained to generate the "thinking process" the model goes through as part of its response. As a result, the Flash Thinking model is capable of stronger reasoning capabilities in its responses than the Gemini 2.0 Flash Experimental model.\n\n**Use thinking models**\n\nFlash Thinking models are available in Google AI Studio and through the Gemini API. The Gemini API doesn't return thoughts in the response.\n\nNote: The set up for gemini-2.0-flash-thinking-exp as an alias to the latest Flash Thinking model. Use this alias to get the latest Flash thinking model, or specify the full model name. \n\n**Send a basic request**\n\nThis example uses the new Google Genai SDK and the v1alpha version of the API.\n ```python\n from google import genai\nclient = genai.Client(api_key='GEMINI_API_KEY', http_options='api_version':'v1alpha')\nresponse = client.models.generate_content(\nmodel='gemini-2.0-flash-thinking-exp',\ncontents='Explain how RLHF works in simple terms.',\n)\nprint(response.text)\n```\n**Multi-turn thinking conversations**\n\nDuring multi-turn conversations, thoughts from previous turns are stripped from the model's inputs.\nThe new Google Genai SDK provides the ability to create a multi-turn chat session which is helpful to manage the state of a conversation.\n```python\nfrom google import genai\nclient = genai.Client(api_key='GEMINI_API_KEY', http_options='api_version':'v1alpha')\nchat = client.aio.chats.create(\nmodel='gemini-2.0-flash-thinking-exp',\n)\nresponse = await chat.send_message('What is your name?')\nprint(response.text)\nresponse = await chat.send_message('What did you just say before this?')\nprint(response.text)\n```\n\n**Limitations**\n\nThe Flash Thinking model is an experimental model and has the following limitations:\n\n\tNo JSON mode or Search Grounding\n\tThoughts are only shown in Google AI Studio'''
+    def stream_data():
+        for word in data.split(" "):
+            yield word + " "
+            time.sleep(0.02)
+    time.sleep(3)
+    with st.chat_message("assistant", avatar="🤖"):
+        st.write_stream(stream_data)
+    # Use st.components.v1.html to render full HTML layout properly
+    #st.components.v1.html(html_code, height=800, scrolling=True)
+    #st.chat_message("user", avatar="🧑").markdown(f'''**Gemini 2.0 Flash Thinking** \n\nThe Gemini 2.0 Flash Thinking model is an experimental model that's trained to generate the "thinking process" the model goes through as part of its response. As a result, the Flash Thinking model is capable of stronger reasoning capabilities in its responses than the Gemini 2.0 Flash Experimental model.\n\n**Use thinking models**\n\nFlash Thinking models are available in Google AI Studio and through the Gemini API. The Gemini API doesn't return thoughts in the response.\n\nNote: The set up for gemini-2.0-flash-thinking-exp as an alias to the latest Flash Thinking model. Use this alias to get the latest Flash thinking model, or specify the full model name. \n\n**Send a basic request**\n\nThis example uses the new Google Genai SDK and the v1alpha version of the API.\n ```python\n from google import genai\nclient = genai.Client(api_key='GEMINI_API_KEY', http_options='api_version':'v1alpha')\nresponse = client.models.generate_content(\nmodel='gemini-2.0-flash-thinking-exp',\ncontents='Explain how RLHF works in simple terms.',\n)\nprint(response.text)\n```\n**Multi-turn thinking conversations**\n\nDuring multi-turn conversations, thoughts from previous turns are stripped from the model's inputs.\nThe new Google Genai SDK provides the ability to create a multi-turn chat session which is helpful to manage the state of a conversation.\n```python\nfrom google import genai\nclient = genai.Client(api_key='GEMINI_API_KEY', http_options='api_version':'v1alpha')\nchat = client.aio.chats.create(\nmodel='gemini-2.0-flash-thinking-exp',\n)\nresponse = await chat.send_message('What is your name?')\nprint(response.text)\nresponse = await chat.send_message('What did you just say before this?')\nprint(response.text)\n```\n\n**Limitations**\n\nThe Flash Thinking model is an experimental model and has the following limitations:\n\n\tNo JSON mode or Search Grounding\n\tThoughts are only shown in Google AI Studio''')