trying different approach without multistaging docker

Dockerfile

@@ -1,22 +1,33 @@
-FROM python:3.9 as core
-
-COPY ./core/requirements.txt ./requirements.txt
-RUN pip install -r requirements.txt
-
-WORKDIR /app
-
-COPY ./core .
-RUN python ./initialization.py
-
-FROM python:3.9
-
-COPY ./api/requirements.txt ./requirements.txt
+# FROM python:3.9 as core
+#
+# COPY ./core/requirements.txt ./requirements.txt
+# RUN pip install -r requirements.txt
+#
+# WORKDIR /app
+#
+# COPY ./core .
+# RUN python ./initialization.py
+#
+# FROM python:3.9
+#
+# COPY ./api/requirements.txt ./requirements.txt
+# RUN pip install -r requirements.txt
+#
+# WORKDIR /app
+# COPY ./api .
+#
+# COPY --from=core /app/engine.pickle /app/engine.pickle
+#
+# EXPOSE 9999
+# ENTRYPOINT ["python", "service_manager.py"]
+FROM python:3.9 as build
+
+COPY ./prompt_search_engine/requirements.txt ./requirements.txt
 RUN pip install -r requirements.txt
 
 WORKDIR /app
-COPY ./api .
 
-COPY --from=core /app/engine.pickle /app/engine.pickle
+COPY ./prompt_search_engine .
 
 EXPOSE 9999
-ENTRYPOINT ["python", "service_manager.py"]
+ENTRYPOINT ["python", "run.py"]

api/web_server.py

@@ -1,7 +1,7 @@
 import dill
 from fastapi import FastAPI, HTTPException
 from pydantic import BaseModel
-from search_engine import PromptSearchEngine
+from core.search_engine import PromptSearchEngine
 
 
 class Query(BaseModel):

core/initialization.py

@@ -1,6 +1,6 @@
 import dill
 from data.dataset import PromptDataset
-from search_engine import PromptSearchEngine
+from core.search_engine import PromptSearchEngine
 
 
 def run():

core/search_engine.py

@@ -1,7 +1,7 @@
 from typing import List, Sequence, Tuple
 import numpy as np
 import faiss
-from vectorizer import Vectorizer
+from core.vectorizer import Vectorizer
 
 
 class PromptSearchEngine(object):

requirements.txt

@@ -0,0 +1,7 @@
+datasets==2.20.0
+dill==0.3.8
+faiss_cpu==1.8.0.post1
+fastapi==0.111.1
+pydantic==2.8.2
+sentence_transformers==3.0.1
+uvicorn==0.30.3

run.py

@@ -0,0 +1,7 @@
+import core.initialization as init
+import api.service_manager as srv
+
+init.run()
+srv.run()
+
+