app/api/v1/endpoints/add_to_kb.py

from fastapi import APIRouter
from app.utils.utils import extract_urls
from app.utils import logger
from app.vector_store import initialize_chroma_db 
from app.utils.utils import (
    generate_uuid    
)
from langchain_community.vectorstores import Chroma

router = APIRouter()

@router.post("/add-document", status_code=201)
async def add_document(conversation):

    db = initialize_chroma_db()
    all_sources = conversation.sources
    documents = conversation.documents
    message = conversation.query

    sources = extract_urls(all_sources)
    src_list = '\n'.join(sources)
    current_id = generate_uuid()
    db.add(
        ids=[current_id],
        documents=documents,
        metadatas=[
            {
                "human_message":message,
                "sources": 'Internal Knowledge Base From: \n\n' + src_list
            }
        ]
    )
    return {"message": "Document added successfully", "ids": current_id}