diff --git a/example/audio_2023-10-26_14-05-12.ogg b/example/audio_2023-10-26_14-05-12.ogg
new file mode 100644
index 0000000..b8058f3
Binary files /dev/null and b/example/audio_2023-10-26_14-05-12.ogg differ
diff --git a/main.py b/main.py
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--- /dev/null
+++ b/main.py
@@ -0,0 +1,19 @@
+import whisper
+import time
+from fastapi import FastAPI
+from pydantic import BaseModel
+app = FastAPI()
+
+@app.get("/")
+def read_main():
+    return {"message": "This is your main app"}
+class Response(BaseModel):
+    path: str
+
+
+model = whisper.load_model("medium")
+@app.post("/voice2txt/")
+def calculate_api(response: Response):
+    path = response.path
+    result = model.transcribe(path)["text"]
+    return {"message": result}
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diff --git a/requirements.txt b/requirements.txt
new file mode 100644
index 0000000..99b91ca
--- /dev/null
+++ b/requirements.txt
@@ -0,0 +1,128 @@
+aiohttp==3.8.6
+aiosignal==1.3.1
+alembic==1.12.1
+annotated-types==0.6.0
+antlr4-python3-runtime==4.9.3
+anyio==3.7.1
+asteroid-filterbanks==0.4.0
+async-timeout==4.0.3
+attrs==23.1.0
+audioread==3.0.1
+certifi==2023.7.22
+cffi==1.16.0
+charset-normalizer==3.3.1
+click==8.1.7
+cmake==3.27.7
+colorama==0.4.6
+coloredlogs==15.0.1
+colorlog==6.7.0
+contourpy==1.1.1
+cycler==0.12.1
+datasets==2.14.6
+decorator==5.1.1
+dill==0.3.7
+docopt==0.6.2
+einops==0.7.0
+fastapi==0.104.0
+filelock==3.12.4
+flatbuffers==23.5.26
+fonttools==4.43.1
+frozenlist==1.4.0
+fsspec==2023.10.0
+greenlet==3.0.1
+h11==0.14.0
+huggingface-hub==0.17.3
+humanfriendly==10.0
+HyperPyYAML==1.2.2
+idna==3.4
+Jinja2==3.1.2
+joblib==1.3.2
+julius==0.2.7
+kiwisolver==1.4.5
+lazy_loader==0.3
+librosa==0.10.1
+lightning==2.1.0
+lightning-utilities==0.9.0
+lit==17.0.3
+llvmlite==0.41.1
+Mako==1.2.4
+markdown-it-py==3.0.0
+MarkupSafe==2.1.2
+matplotlib==3.8.0
+mdurl==0.1.2
+more-itertools==10.1.0
+mpmath==1.3.0
+msgpack==1.0.7
+multidict==6.0.4
+multiprocess==0.70.15
+networkx==3.0
+numba==0.58.1
+numpy==1.26.1
+omegaconf==2.3.0
+onnxruntime-gpu==1.16.1
+openai-whisper==20230918
+optuna==3.4.0
+packaging==23.2
+pandas==2.1.1
+Pillow==9.3.0
+platformdirs==3.11.0
+pooch==1.8.0
+primePy==1.3
+protobuf==4.24.4
+pyannote.audio==3.0.1
+pyannote.core==5.0.0
+pyannote.database==5.0.1
+pyannote.metrics==3.2.1
+pyannote.pipeline==3.0.1
+pyarrow==13.0.0
+pycparser==2.21
+pydantic==2.4.2
+pydantic_core==2.10.1
+Pygments==2.16.1
+pyparsing==3.1.1
+python-dateutil==2.8.2
+pytorch-lightning==2.1.0
+pytorch-metric-learning==2.3.0
+pytz==2023.3.post1
+PyYAML==6.0.1
+regex==2023.10.3
+requests==2.31.0
+rich==13.6.0
+ruamel.yaml==0.18.2
+ruamel.yaml.clib==0.2.8
+safetensors==0.4.0
+scikit-learn==1.3.2
+scipy==1.11.3
+semver==3.0.2
+sentencepiece==0.1.99
+shellingham==1.5.4
+six==1.16.0
+sniffio==1.3.0
+sortedcontainers==2.4.0
+soundfile==0.12.1
+soxr==0.3.7
+speechbrain==0.5.15
+SQLAlchemy==2.0.22
+starlette==0.27.0
+sympy==1.12
+tabulate==0.9.0
+tensorboardX==2.6.2.2
+threadpoolctl==3.2.0
+tiktoken==0.3.3
+tokenizers==0.14.1
+torch==2.1.0+cpu
+torch-audiomentations==0.11.0
+torch-pitch-shift==1.2.4
+torchaudio==2.1.0+cpu
+torchmetrics==1.2.0
+torchvision==0.16.0+cpu
+tqdm==4.66.1
+transformers==4.34.1
+triton==2.0.0
+typer==0.9.0
+typing_extensions==4.8.0
+tzdata==2023.3
+urllib3==2.0.7
+uvicorn==0.23.2
+xxhash==3.4.1
+yarl==1.9.2
diff --git a/run.sh b/run.sh
new file mode 100644
index 0000000..0b6293f
--- /dev/null
+++ b/run.sh
@@ -0,0 +1 @@
+uvicorn main:app --reload --port 7860
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