WIP000.1- AI content writer

lib/gpt_providers/gemini_pro_text.py

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+# Using Gemini Pro LLM model
+import os
+import logging
+from pathlib import Path
+
+import google.generativeai as genai
+logging.basicConfig(level=logging.INFO, format='%(asctime)s-%(levelname)s-%(module)s-%(lineno)d-%(message)s')
+from dotenv import load_dotenv
+load_dotenv(Path('../../.env'))
+
+from tenacity import (
+    retry,
+    stop_after_attempt,
+    wait_random_exponential,
+)  # for exponential backoff
+
+
+@retry(wait=wait_random_exponential(min=1, max=60), stop=stop_after_attempt(6))
+def gemini_text_response(prompt):
+    """ Provide a programming blog and get code exmaples."""
+    genai.configure(api_key=os.getenv('GEMINI_API_KEY'))
+
+    # Set up the model
+    generation_config = {
+        "temperature": 1,
+        "top_p": 1,
+        "top_k": 1,
+        "max_output_tokens": 4096,
+    }
+
+    model = genai.GenerativeModel(model_name="gemini-pro", generation_config=generation_config)
+    try:
+        response = model.generate_content(prompt)
+    except Exception as err:
+        logger.error(f"Failed to get response from Gemini: {err}. Retrying..")
+        gemini_research_report(query)
+
+    return response.text