Add application file

Dockerfile

@@ -0,0 +1,15 @@
+# read the doc: https://huggingface.co/docs/hub/spaces-sdks-docker
+# you will also find guides on how best to write your Dockerfile
+
+FROM python:3.9
+
+WORKDIR /code
+
+COPY ./requirements.txt /code/requirements.txt
+
+RUN pip install --no-cache-dir --upgrade -r /code/requirements.txt
+RUN sudo apt-get install nodejs
+
+COPY . .
+
+CMD ["uvicorn", "app.main:app", "--host", "0.0.0.0", "--port", "7860"]

README.md

@@ -1,9 +1,11 @@
 ---
 title: Hala Absher
-emoji: 📉
-colorFrom: red
-colorTo: indigo
-sdk: docker
+emoji: 🌖
+colorFrom: gray
+colorTo: green
+sdk: gradio
+sdk_version: 3.18.0
+app_file: app.py
 pinned: false
 license: cc
 ---

app.py

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+import time
+import pandas as pd
+import numpy as np
+import tiktoken
+from openai.embeddings_utils import get_embedding, cosine_similarity
+import translators as ts
+import speech_recognition as sr
+import gradio as gr
+import openai
+import subprocess
+
+
+openai.api_key = "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"
+
+df = pd.read_csv("absher_user_guide_with_embeddings_1k.csv")
+df["embedding"] = df.embedding.apply(eval).apply(np.array)
+
+def search_services(df, user_input, n=3, pprint=False):
+    product_embedding = get_embedding(
+        user_input,
+        engine="text-embedding-ada-002"
+    )
+    df["similarity"] = df.embedding.apply(lambda x: cosine_similarity(x, product_embedding))
+
+    results = (
+        df.sort_values("similarity", ascending=False)
+        .head(n)
+        .combined.str.replace("Title: ", "")
+        .str.replace("; Content:", ": ")
+    )
+    results = (
+        df.sort_values("similarity", ascending=False)
+        .head(n)
+        .Steps_Arabic
+    ).values[0]
+
+    if pprint:
+        for r in results:
+            print(r[:200])
+            print()
+    return results
+
+def listen():
+    r = sr.Recognizer()
+
+    with sr.Microphone() as source:
+        print("May I help you?")
+        audio = r.listen(source)
+
+    try:
+        text = r.recognize_google(audio, language="ar-AE", show_all=False)
+        print("You said: " + text)
+    except sr.UnknownValueError:
+        print("Speech Recognition could not understand audio")
+    except sr.RequestError as e:
+        print("Could not request results from Speech Recognition service; {0}".format(e))
+    
+    return text
+
+
+
+
+def transcribe(audio_filepath):
+    harvard = sr.AudioFile(audio_filepath)
+    r = sr.Recognizer()
+    with harvard as source:
+        audio = r.record(source)
+    try:
+        text = r.recognize_google(audio, language="ar-AE", show_all=False)
+        print("You said: " + text)
+    except sr.UnknownValueError:
+        print("Speech Recognition could not understand audio")
+    except sr.RequestError as e:
+        print("Could not request results from Speech Recognition service; {0}".format(e))
+    return text
+
+def run(audio_filepath):
+    text = transcribe(audio_filepath)
+    results = search_services(df, ts.translate_text(text), n=1)
+    return results
+
+demo = gr.Interface(
+    fn=run, 
+    inputs=gr.Audio(source="microphone", type="filepath"), 
+    outputs="text").launch()
+
+if __name__ == "__main__":
+    demo.launch()
+
+# prompt = listen()
+# results = search_services(df, ts.translate_text(prompt), n=3)
+
+# print(results)

requirements.txt

@@ -0,0 +1,190 @@
+aiofiles==22.1.0
+aiohttp==3.8.3
+aiosignal==1.3.1
+aiosqlite==0.18.0
+altair==4.2.2
+anyio==3.6.2
+appnope==0.1.3
+argon2-cffi==21.3.0
+argon2-cffi-bindings==21.2.0
+arrow==1.2.3
+asttokens==2.2.1
+async-generator==1.10
+async-timeout==4.0.2
+attrs==22.2.0
+Babel==2.11.0
+backcall==0.2.0
+backports.zoneinfo==0.2.1
+beautifulsoup4==4.11.2
+bleach==6.0.0
+blobfile==2.0.1
+certifi==2022.12.7
+cffi==1.15.1
+charset-normalizer==2.1.1
+click==8.1.3
+comm==0.1.2
+contourpy==1.0.7
+cryptography==39.0.1
+cycler==0.11.0
+datalib==0.0.0
+debugpy==1.6.6
+decorator==5.1.1
+defusedxml==0.7.1
+dill==0.3.6
+docopt==0.6.2
+embeddings==0.0.8
+entrypoints==0.4
+exceptiongroup==1.1.0
+executing==1.2.0
+fastapi==0.91.0
+fastjsonschema==2.16.2
+ffmpy==0.3.0
+filelock==3.9.0
+fonttools==4.38.0
+fqdn==1.5.1
+frozenlist==1.3.3
+fsspec==2023.1.0
+gradio==3.18.0
+h11==0.14.0
+httpcore==0.16.3
+httpx==0.23.3
+huggingface-hub==0.12.0
+idna==3.4
+importlib-metadata==6.0.0
+importlib-resources==5.10.2
+ipykernel==6.21.1
+ipython==8.9.0
+ipython-genutils==0.2.0
+isoduration==20.11.0
+jedi==0.18.2
+Jinja2==3.1.2
+joblib==1.2.0
+Js2Py==0.74
+json5==0.9.11
+jsonpointer==2.3
+jsonschema==4.17.3
+jupyter-events==0.5.0
+jupyter-ydoc==0.2.2
+jupyter_client==8.0.2
+jupyter_core==5.2.0
+jupyter_server==2.2.1
+jupyter_server_fileid==0.6.0
+jupyter_server_terminals==0.4.4
+jupyter_server_ydoc==0.6.1
+jupyterlab==3.6.1
+jupyterlab-pygments==0.2.2
+jupyterlab_server==2.19.0
+kiwisolver==1.4.4
+linkify-it-py==1.0.3
+lxml==4.9.2
+markdown-it-py==2.1.0
+MarkupSafe==2.1.2
+matplotlib==3.6.3
+matplotlib-inline==0.1.6
+mdit-py-plugins==0.3.3
+mdurl==0.1.2
+mistune==2.0.5
+multidict==6.0.4
+multiprocess==0.70.14
+nbclassic==0.5.1
+nbclient==0.7.2
+nbconvert==7.2.9
+nbformat==5.7.3
+ndg-httpsclient==0.5.1
+nest-asyncio==1.5.6
+notebook==6.5.2
+notebook_shim==0.2.2
+numpy==1.24.2
+openai==0.26.5
+orjson==3.8.6
+outcome==1.2.0
+packaging==23.0
+pandas==1.5.3
+pandocfilters==1.5.0
+parso==0.8.3
+pathos==0.3.0
+pexpect==4.8.0
+pickleshare==0.7.5
+Pillow==9.4.0
+pipwin==0.5.2
+pkgutil_resolve_name==1.3.10
+platformdirs==3.0.0
+plotly==5.13.0
+pox==0.3.2
+ppft==1.7.6.6
+prometheus-client==0.16.0
+prompt-toolkit==3.0.36
+psutil==5.9.4
+ptyprocess==0.7.0
+pure-eval==0.2.2
+pyasn1==0.4.8
+pycparser==2.21
+pycryptodome==3.17
+pycryptodomex==3.17
+pydantic==1.10.4
+pydub==0.25.1
+PyExecJS==1.5.1
+Pygments==2.14.0
+pyjsparser==2.7.1
+pyOpenSSL==23.0.0
+pyparsing==3.0.9
+PyPrind==2.11.3
+pyrsistent==0.19.3
+pySmartDL==1.3.4
+PySocks==1.7.1
+python-dateutil==2.8.2
+python-json-logger==2.0.4
+python-multipart==0.0.5
+pytz==2022.7.1
+pytz-deprecation-shim==0.1.0.post0
+PyYAML==6.0
+pyzmq==25.0.0
+regex==2022.10.31
+requests==2.28.2
+rfc3339-validator==0.1.4
+rfc3986==1.5.0
+rfc3986-validator==0.1.1
+scikit-learn==1.2.1
+scipy==1.10.0
+selenium==4.8.0
+Send2Trash==1.8.0
+six==1.16.0
+sniffio==1.3.0
+sortedcontainers==2.4.0
+soupsieve==2.3.2.post1
+SpeechRecognition==3.9.0
+stack-data==0.6.2
+starlette==0.24.0
+tenacity==8.2.1
+terminado==0.17.1
+threadpoolctl==3.1.0
+tiktoken==0.2.0
+tinycss2==1.2.1
+tokenizers==0.13.2
+tomli==2.0.1
+toolz==0.12.0
+torch==1.13.1
+tornado==6.2
+tqdm==4.64.1
+traitlets==5.9.0
+transformers==4.26.0
+translators==5.5.6
+trio==0.22.0
+trio-websocket==0.9.2
+typing_extensions==4.4.0
+tzdata==2022.7
+tzlocal==4.2
+uc-micro-py==1.0.1
+uri-template==1.2.0
+urllib3==1.26.14
+uvicorn==0.20.0
+wcwidth==0.2.6
+webcolors==1.12
+webencodings==0.5.1
+websocket-client==1.5.1
+websockets==10.4
+wsproto==1.2.0
+y-py==0.5.5
+yarl==1.8.2
+ypy-websocket==0.8.2
+zipp==3.12.1