feat(UI): remove climate ref

app.py

@@ -483,66 +483,49 @@ with gr.Blocks(title="❓ Q&A", css="style.css", theme=theme) as demo:
     # OTHER TABS
     # ---------------------------------------------------------------------------------------
 
-    with gr.Tab("ℹ️ About ClimateQ&A", elem_classes="max-height"):
-        with gr.Row():
-            with gr.Column(scale=1):
-                gr.Markdown(
-                    """
-    <p><b>Climate change and environmental disruptions have become some of the most pressing challenges facing our planet today</b>. As global temperatures rise and ecosystems suffer, it is essential for individuals to understand the gravity of the situation in order to make informed decisions and advocate for appropriate policy changes.</p>
-    <p>However, comprehending the vast and complex scientific information can be daunting, as the scientific consensus references, such as <b>the Intergovernmental Panel on Climate Change (IPCC) reports, span thousands of pages</b>. To bridge this gap and make climate science more accessible, we introduce <b>ClimateQ&A as a tool to distill expert-level knowledge into easily digestible insights about climate science.</b></p>
+    with gr.Tab("ℹ️ About", elem_classes="max-height"):
+        gr.Markdown(
+            """
     <div class="tip-box">
     <div class="tip-box-title">
         <span class="light-bulb" role="img" aria-label="Light Bulb">💡</span>
-        How does ClimateQ&A work?
+        How does this tool work?
     </div>
-    ClimateQ&A harnesses modern OCR techniques to parse and preprocess IPCC reports. By leveraging state-of-the-art question-answering algorithms, <i>ClimateQ&A is able to sift through the extensive collection of climate scientific reports and identify relevant passages in response to user inquiries</i>. Furthermore, the integration of the ChatGPT API allows ClimateQ&A to present complex data in a user-friendly manner, summarizing key points and facilitating communication of climate science to a wider audience.
+    This tool harnesses modern OCR techniques to parse and preprocess documents. By leveraging state-of-the-art question-answering algorithms, <i>our tool is able to sift through the extensive collection of trusted sources and identify relevant passages in response to user inquiries</i>. Furthermore, the integration of the ChatGPT API allows Q&A to present complex data in a user-friendly manner, summarizing key points and facilitating communication to a wider audience.
     </div>
     """
-                )
-
-            with gr.Column(scale=1):
-                gr.Markdown("![](https://i.postimg.cc/fLvsvMzM/Untitled-design-5.png)")
-                gr.Markdown(
-                    "*Source : IPCC AR6 - Synthesis Report of the IPCC 6th assessment report (AR6)*"
-                )
+        )
 
-        gr.Markdown("## How to use ClimateQ&A")
-        with gr.Row():
-            with gr.Column(scale=1):
-                gr.Markdown(
-                    """
+        gr.Markdown("## How to use")
+        gr.Markdown(
+            """
         ### 💪 Getting started
-        - In the chatbot section, simply type your climate-related question, and ClimateQ&A will provide an answer with references to relevant IPCC reports.
-            - ClimateQ&A retrieves specific passages from the IPCC reports to help answer your question accurately.
+        - In the chatbot section, simply type your question, and the app will provide an answer with references to relevant sources.
+            - the app retrieves specific passages to help answer your question accurately.
             - Source information, including page numbers and passages, is displayed on the right side of the screen for easy verification.
             - Feel free to ask follow-up questions within the chatbot for a more in-depth understanding.
-            - You can ask question in any language, ClimateQ&A is multi-lingual !
-        - ClimateQ&A integrates multiple sources (IPCC and IPBES, … ) to cover various aspects of environmental science, such as climate change and biodiversity. See all sources used below.
+            - You can ask question in any language, the tool is multi-lingual !
         """
-                )
-            with gr.Column(scale=1):
-                gr.Markdown(
-                    """
+        )
+
+        gr.Markdown(
+            """
         ### ⚠️ Limitations
         <div class="warning-box">
         <ul>
             <li>Please note that, like any AI, the model may occasionally generate an inaccurate or imprecise answer. Always refer to the provided sources to verify the validity of the information given. If you find any issues with the response, kindly provide feedback to help improve the system.</li>
-            <li>ClimateQ&A is specifically designed for climate-related inquiries. If you ask a non-environmental question, the chatbot will politely remind you that its focus is on climate and environmental issues.</li>
         </div>
         """
-                )
+        )
 
-    with gr.Tab("📧 Contact, feedback and feature requests"):
+    with gr.Tab("👩‍💻 Community"):
         gr.Markdown(
             """
-
-        🤞 For any question or press request, contact Théo Alves Da Costa at <b>[email protected]</b>
-
-        - ClimateQ&A welcomes community contributions. To participate, head over to the Community Tab and create a "New Discussion" to ask questions and share your insights.
-        - Provide feedback through email, letting us know which insights you found accurate, useful, or not. Your input will help us improve the platform.
-        - Only a few sources (see below) are integrated (all IPCC, IPBES), if you are a climate science researcher and net to sift through another report, please let us know.
+        We welcomes community contributions. 
+        
+        To participate, head over to the Community Tab and create a "New Discussion" to ask questions and share your insights.
         
-        *This tool has been developed by the R&D lab at **Ekimetrics** (Jean Lelong, Nina Achache, Gabriel Olympie, Nicolas Chesneau, Natalia De la Calzada, Théo Alves Da Costa)*
+        *This tool is a fork from the work done by the R&D lab at **Ekimetrics** for Climate Q&A: https://climateqa.com/.*
         """
         )
 
@@ -613,7 +596,9 @@ Or around 2 to 4 times more than a typical Google search.
 
 ##### v1.0.0 - 2023-10-25
 
-- Cloned from ClimateQ&A
+- Forked ClimateQ&A
+- Added Chroma as vector store
+- Added support for OpenAI api
 - Added support for other topics
 """
         )