Create ingest.py

ingest.py

@@ -0,0 +1,21 @@
+import os
+import pinecone
+from langchain.document_loaders import PyPDFLoader
+from langchain.text_splitter import RecursiveCharacterTextSplitter
+from langchain.embeddings import OpenAIEmbeddings
+from langchain.vectorstores import Pinecone
+
+OPENAI_API_KEY = os.environ.get("OPENAI_API_KEY")
+PINECONE_API_KEY = os.environ.get("PINECONE_API_KEY")
+PINECONE_ENV = os.environ.get("PINECONE_ENV")
+
+pinecone.init(api_key=PINECONE_API_KEY, environment=PINECONE_ENV)
+index_name = "workflow-helper-index"
+
+embedding = OpenAIEmbeddings(openai_api_key=OPENAI_API_KEY)
+
+loader = PyPDFLoader("your_doc.pdf")
+pages = loader.load_and_split()
+
+vectorstore = Pinecone.from_documents(pages, embedding, index_name=index_name)
+print(f"Uploaded {len(pages)} pages to Pinecone index '{index_name}'")