Delete create_embeddings.py

create_embeddings.py

@@ -1,51 +0,0 @@
-import pinecone
-from langchain_google_genai import GoogleGenerativeAIEmbeddings
-from paragraphs2 import podcasts
-import uuid
-google_embeddings = GoogleGenerativeAIEmbeddings(
-    model="models/embedding-001",  # Correct model name
-    google_api_key="AIzaSyANNRKfEb-YnVIBaSAq6hQ38XpxxGwvaws"  # Your API key
-)
-
-# Initialize Pinecone instance
-pc = pinecone.Pinecone(
-    api_key="4a80f293-ae6d-489a-a7d8-33ea3fcdd26b"  # Your Pinecone API key
-)
-
-# Define the Pinecone index name (make sure it exists in your Pinecone dashboard)
-index_name = "iocl2"
-index = pc.Index(index_name)
-
-def create_embedding(variable):
-    try:
-        content=variable.get("description")
-        url=variable.get("url")
-        tag=variable.get("tag")
-        updated_url=""
-        if isinstance(url,list):
-            updated_url=",".join(url)
-        else:
-            updated_url=url
-
-        embedding=google_embeddings.embed_query(content)
-        vectors=[]
-        vectors.append({
-            'id': str(uuid.uuid4()),
-            'values': embedding,
-            'metadata': {
-                'chunk': content,
-                "url":updated_url,
-                "tag":tag
-            }
-        })
-        index.upsert(vectors)
-        print(f"inserted : {updated_url}")
-    except Exception as e:
-        print(f"error occured {e}")
-
-
-create_embedding(podcasts)
-
-
-
-