WIP- Under maintenence- Web research working.

lib/ai_web_researcher/gpt_titles_faq.py

@@ -0,0 +1,53 @@
+import sys
+import json
+
+from ..gpt_providers.openai_chat_completion import openai_chatgpt
+from ..gpt_providers.gemini_pro_text import gemini_text_response
+
+from loguru import logger
+logger.remove()
+logger.add(sys.stdout,
+        colorize=True,
+        format="<level>{level}</level>|<green>{file}:{line}:{function}</green>| {message}"
+    )
+
+
+# FIXME: Provide num_blogs, num_faqs as inputs.
+def gpt_titles_faqs_google_search(search_keyword, search_results, gpt_providers="openai"):
+    """Combine the given online research and gpt blog content"""
+
+    prompt = f"""
+        As a SEO expert and content writer, I will provide you with my web research keyword and its google search result in json format.
+        Your task is to write 1 blog title and 10 FAQs.
+        
+        1). Your blog title should compete against all the provided search results.
+        2). Your FAQ should be based on 'People also ask' and 'Related Queries' from given result. 
+        Always include answers for each FAQ, use your knowledge and confirm with snippets given in search result.
+        3). Respond in json data with 'blogTitles' and 'FAQs' as json keys. Do not explain, describe your response.
+        4). Follow best practises of SEO.
+
+        Web Research Keyword: "{search_keyword}"
+        Google search Result: "{search_results}"
+        """
+    logger.info("Generating blog title and FAQs from web search result.")
+    if 'gemini' in gpt_providers:
+        try:
+            response = gemini_text_response(prompt)
+            print(f"\n\n\n RESPONSE: {response}\n\n\n")
+            if '```' in response and '\n' in response:
+                response = response.strip().split('\n')
+                # Remove the first and last lines
+                response = '\n'.join(response[1:-1])
+            response = json.loads(response)
+            return response
+        except Exception as err:
+            logger.error(f"Failed to get response from gemini: {err}")
+            raise err
+    elif 'openai' in gpt_providers:
+        try:
+            logger.info("Calling OpenAI LLM.")
+            response = openai_chatgpt(prompt)
+            return response
+        except Exception as err:
+            logger.error(f"Failed to get response from Openai: {err}")
+            raise err