First commit :)

.gitignore

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+.env
+venv
+__pycache__
+learn.py

Dockerfile

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+FROM python:3
+
+RUN useradd -m -u 1000 user
+USER user
+ENV HOME=/home/user \
+    PATH=/home/user/.local/bin:$PATH
+
+COPY --chown=user . $HOME/dbAPI
+
+WORKDIR $HOME/dbAPI
+
+RUN mkdir $HOME/.cache
+
+RUN pip install --no-cache-dir --upgrade -r requirements.txt
+
+CMD ["gunicorn", "-w", "5", "-b", "0.0.0.0:7860","app:app"]

app.py

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+from flask import Flask
+from flask import request
+from pinecone import Pinecone, ServerlessSpec
+
+import os
+
+
+PINECONE_DB_API = os.environ.get('PINECONE_DB_API')
+pc = Pinecone(api_key=PINECONE_DB_API)
+index = pc.Index('fury-actor-py')       # NOTE: FOR NOW
+
+app = Flask(__name__)
+
+@app.route("/query", methods=['POST'])
+def query():
+    """
+    {
+        embeddings: <embeddings_list>
+    }
+    """
+
+    embeddings = request.get_json()['embeddings']
+
+    matches = index.query(
+        vector = embeddings,
+        top_k = 3,
+        include_metadata = True
+    )
+
+    return matches.to_dict()

requirements.txt

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+blinker==1.8.2
+certifi==2024.6.2
+click==8.1.7
+Flask==3.0.3
+gunicorn==22.0.0
+itsdangerous==2.2.0
+Jinja2==3.1.4
+MarkupSafe==2.1.5
+packaging==24.0
+pinecone-client==4.1.0
+tqdm==4.66.4
+typing_extensions==4.12.1
+urllib3==2.2.1
+Werkzeug==3.0.3