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[Haste171]

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[nexuslux]

Thanks for pulling this together. I've already gotten a lot further than the original one shared by Mayo.

[Haste171]

Glad to hear this repo was helpful to you!

[nexuslux]

I got it working last night! Just a quick question: after 'ingesting' docs - would it be wise to completely create a new index if I want to query a new set of documents? I realized I got responses from 'older' docs - that had been ingested - even after re-launching streamlit from terminal. Think that makes sense since Pinecone and what I was working on are separate.

[ahgsql]

The namespace got responsible for this.You need to make it dynamic or change manually for creating another namespace
on streamlit.py there is pinecone_namespace on line 21

[nexuslux]

If you use the 'streamlit' version, why is it that you always have to re-insert your different API, Index?

from langchain.document_loaders import DirectoryLoader, PyMuPDFLoader
from langchain.text_splitter import RecursiveCharacterTextSplitter
from langchain.embeddings.openai import OpenAIEmbeddings
from langchain.chains import ConversationalRetrievalChain
from langchain.chat_models import ChatOpenAI
from langchain.vectorstores import Pinecone
import pinecone
from templates.qa_prompt import QA_PROMPT
from templates.condense_prompt import CONDENSE_PROMPT
from dotenv import load_dotenv
load_dotenv()

pinecone_namespace ='testing-pdf-2389203901'

def main():
# Set Streamlit app title and header

I've already updated the '.env' with the relevant details.

[Haste171]

There is no current database to hold your inputs. There is a website interface in development to allow more features though.