Update qa_bot_chatgpt.py

qa_bot_chatgpt.py

@@ -102,6 +102,29 @@ class QAInfer:
         )
         return completion.choices[0].message.content
 
+    def qa_infer_interface_gemini(self, row, query_question):
+        """This method is used for gradio interface only"""
+        file_path = row[-1]  # Assuming the last element in row contains the PDF file path
+        pdf_text = self.extract_text_from_pdf(file_path)
+        
+        # prompt = f"""Below is a question and context, search the context to find the answer for the question and return the response , if related answer cannot be found return "Answer not in the context" ###question:{query_question} ###context:{pdf_text} ###response:"""
+        prompt = f"""You have been provided with a question and a corresponding context. Your task is to search the context to find the answer to the question. If the answer is found, return the response. If the answer cannot be found in the context, please respond with "Answer not found in the context".
+
+        === Question ===
+        {query_question}
+
+        === Context ===
+        {pdf_text}
+
+        === Response ===
+         If related answer is not found return 'Information not present in the pdf' and below it provide something related to the question"""
+
+        print(prompt)
+        completion = self.genai_model.generate_content(prompt)
+        generated_answer=completion.text
+
+        return generated_answer
+
 
 if __name__ == '__main__':
     qa_infer = QAInfer()