1 files changed, 0 insertions, 14 deletions
diff --git a/rag/rag.py b/rag/rag.py
index 87b44c5..6826a80 100644
--- a/rag/rag.py
+++ b/rag/rag.py
@@ -1,15 +1,12 @@
-from pathlib import Path
 from typing import List
 
 from dotenv import load_dotenv
 from loguru import logger as log
 from qdrant_client.models import StrictFloat
 
-from rag.db.document import DocumentDB
 from rag.db.vector import VectorDB
 from rag.llm.encoder import Encoder
 from rag.llm.generator import Generator, Prompt
-from rag.parser import pdf
 
 
 class RAG:
@@ -17,19 +14,8 @@ class RAG:
         load_dotenv()
         self.generator = Generator()
         self.encoder = Encoder()
-        self.document_db = DocumentDB()
         self.vector_db = VectorDB()
 
-    def add_pdf(self, filepath: Path):
-        chunks = pdf.parser(filepath)
-        added = self.document_db.add(chunks)
-        if added:
-            log.debug(f"Adding pdf with filepath: {filepath} to vector db")
-            points = self.encoder.encode_document(chunks)
-            self.vector_db.add(points)
-        else:
-            log.debug("Document already exists!")
-
     def __context(self, query_emb: List[StrictFloat], limit: int) -> str:
         hits = self.vector_db.search(query_emb, limit)
         log.debug(f"Got {len(hits)} hits in the vector db with limit={limit}")