Delete build_retriever.py

build_retriever.py

@@ -1,21 +0,0 @@
-# build_retriever.py
-
-import faiss
-import json
-from sentence_transformers import SentenceTransformer
-
-# Load the extracted text
-with open("apexcustoms.json", "r") as f:
-    documents = json.load(f)
-
-# Load a pre-trained sentence transformer model
-model = SentenceTransformer('paraphrase-MiniLM-L6-v2')
-document_embeddings = model.encode(documents)
-
-# Create a FAISS index
-index = faiss.IndexFlatL2(document_embeddings.shape[1])
-index.add(document_embeddings)
-
-# Save the FAISS index and the embeddings
-faiss.write_index(index, "apexcustoms_index.faiss")
-model.save("sentence_transformer_model")