recipe

app.py

@@ -1,4 +1,77 @@
 import streamlit as st
-
-x = st.slider('Select a value')
-st.write(x, 'squared is', x * x)
+from audiorecorder import audiorecorder
+import os
+import openai
+import requests
+import re
+def create_recipe(path):
+    import whisper
+    # small model for transcription
+    model = whisper.load_model("base")
+    result = model.transcribe("audio.wav")
+    # print(result["text"])
+    openai.api_type = "azure"
+    openai.api_version = "2023-05-15"
+    openai.api_base = "https://futurice-data-day-2023.openai.azure.com/"
+    openai.api_key = "d2cb77316cee4feb9d96d70ed77ef27d"
+    response = openai.ChatCompletion.create(
+        engine="gpt-35-16k",  # engine options = ["gpt-35-16k", "gpt-4", "gpt-4-32k"]
+        messages=[
+            {"role": "system", "content": "You are a Recipe generator."},
+            {"role": "user", "content": result["text"]},
+            {"role": "assistant", "content": "Create a recipe based on user's dietary restriction and personalize it. Write the recipe name after word 'Recipe:' and then give the ingredients after word 'Ingredients:' and instruction after word 'Instruction:'"},
+        ],
+    )
+    # print(response)
+    # print(response["choices"][0]["message"]["content"])
+    recipe_text = response["choices"][0]["message"]["content"]
+    return recipe_text
+def create_recipe_image(recipe_text):
+    openai.api_base = "https://futurice-data-day-2023.openai.azure.com/"
+    openai.api_key = "d2cb77316cee4feb9d96d70ed77ef27d"
+    # Assign the API version (DALL-E is currently supported for the 2023-06-01-preview API version only)
+    openai.api_version = "2023-06-01-preview"
+    openai.api_type = "azure"
+    pattern = re.compile(r'Recipe:(.*?)Ingredients:', re.DOTALL)
+    # Use re.search() to find the matching portion of the text.
+    match = pattern.search(recipe_text)
+    if match:
+        extracted_text = match.group(1).strip()
+    generation_response = openai.Image.create(
+    prompt=extracted_text, size="1024x1024", n=2  # Enter your prompt text here
+    )
+    # Set the directory for the stored image
+    image_dir = os.path.join(os.curdir, "images")
+    # If the directory doesn't exist, create it
+    if not os.path.isdir(image_dir):
+        os.mkdir(image_dir)
+    # Initialize the image path (note the filetype should be png)
+    image_path = os.path.join(image_dir, "generated_image.png")
+    # # Retrieve the generated image
+    image_url = generation_response["data"][0]["url"]  # extract image URL from response
+    generated_image = requests.get(image_url).content  # download the image
+    with open(image_path, "wb") as image_file:
+        image_file.write(generated_image)
+    from PIL import Image
+    image = Image.open(image_path)
+    st.image(image, caption='Recipe')
+    st.write(recipe_text)
+st.markdown(""" <style> .font {
+font-size:50px ; font-family: 'Cooper Black'; color: #FF9633;}
+</style> """, unsafe_allow_html=True)
+st.markdown('<p class="font">Cooking with a Dash of AI: Recipe Generator Delivers Delicious Delights!</p>', unsafe_allow_html=True)
+# st.title("Cooking with a Dash of AI: Recipe Generator Delivers Delicious Delights!")
+st.markdown(""" <style> .font2 {
+font-size:30px ; font-family: 'Cooper Black'; color: #000000;}
+</style> """, unsafe_allow_html=True)
+st.markdown('<p class="font2">Could you please share your favorite dish and any dietary constraints you have?</p>', unsafe_allow_html=True)
+audio = audiorecorder("Click to record your voice", "Click to stop recording")
+if len(audio) > 0:
+    # To play audio in frontend:
+    # st.audio(audio.export().read())
+    # # To save audio to a file, use pydub export method:
+    audio.export("audio.wav", format="wav")
+    recipe_text = create_recipe("audio.wav")
+    create_recipe_image(recipe_text)
+    # To get audio properties, use pydub AudioSegment properties:
+    # st.write(f"Frame rate: {audio.frame_rate}, Frame width: {audio.frame_width}, Duration: {audio.duration_seconds} seconds")

requirements.txt

@@ -0,0 +1,5 @@
+streamlit-audiorecorder
+openai
+requests
+pillow
+openai-whisper