Update functions.py

functions.py

@@ -43,6 +43,8 @@ time_str = time.strftime("%d%m%Y-%H%M%S")
 HTML_WRAPPER = """<div style="overflow-x: auto; border: 1px solid #e6e9ef; border-radius: 0.25rem; padding: 1rem; 
 margin-bottom: 2.5rem">{}</div> """
 
+index_id = "earnings-embeddings"
+
 #Stuff Chain Type Prompt template
 output_parser = RegexParser(
     regex=r"(.*?)\nScore: (.*)",
@@ -137,8 +139,8 @@ def process_corpus(corpus, _tok, title, _embeddings, chunk_size=200, overlap=50)
     docsearch = Pinecone.from_texts(
         texts,
         _embeddings,
-        index_name = index_id,
-        namespace = f'{title}-earnings',
+        index_name = "earnings-embeddings",
+        namespace = f'{title.lower()}-earnings',
         metadatas = [
         {'source':i} for i in range(len(texts))]
     )
@@ -167,8 +169,6 @@ def embed_text(query,corpus,title,embedding_model,_emb_tok,chain_type='stuff'):
     
     '''Embed text and generate semantic search scores'''
 
-    index_id = "earnings-embeddings"
-
     embeddings = gen_embeddings(embedding_model)
         
     title = title[0]