Delete inference.py

inference.py

@@ -1,25 +0,0 @@
-import torch
-from backend.utils import load_model, load_embeddings, load_texts
-
-# Search
-def query_search(query: str, n_answers: int, model_name: str):
-    model = load_model(model_name)
-
-    # Creating embeddings
-    # query_emb = model.encode(query, convert_to_tensor=True)[None, :]
-    query_emb = model.encode(query, convert_to_tensor=True)
-
-    print("loading embedding")
-    corpus_emb = load_embeddings()
-    corpus_texts = load_texts()
-
-    # Getting hits
-    hits = torch.nn.functional.cosine_similarity(
-        query_emb[None, :], corpus_emb, dim=1, eps=1e-8
-    )
-
-    corpus_texts["Similarity"] = hits.tolist()
-
-    return corpus_texts.sort_values(by="Similarity", ascending=False).head(n_answers)[
-        ["Description", "Code"]
-    ]