Update pages/Report_Writer.py

pages/Report_Writer.py

@@ -10,12 +10,13 @@ import google.generativeai as genai
 import os
 import PyPDF2
 import streamlit_analytics2 as streamlit_analytics
-
+from llama_index.embeddings.fastembed import FastEmbedEmbedding
 
 # Set up Google API key
 
 # Configure Google Gemini
-Settings.embed_model = GeminiEmbedding(api_key=os.getenv("GOOGLE_API_KEY"), model_name="models/embedding-001")
+#Settings.embed_model = GeminiEmbedding(api_key=os.getenv("GOOGLE_API_KEY"), model_name="models/embedding-001")
+Settings.embed_model = FastEmbedEmbedding(model_name="BAAI/bge-small-en-v1.5")
 Settings.llm = Gemini(api_key=os.getenv("GOOGLE_API_KEY"), temperature=0.8, model_name="models/gemini-pro")
 llm = Gemini(api_key=os.getenv("GOOGLE_API_KEY"), temperature=0.1, model_name="models/gemini-pro")