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Update app.py
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app.py
CHANGED
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@@ -9,6 +9,8 @@ from gtts import gTTS
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import speech_recognition as sr
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import os
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import tempfile
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# ---------------------------
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# Gemini Configuration
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@@ -38,31 +40,36 @@ def predict_crop(N, P, K, temperature, humidity, ph, rainfall):
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crop_name = le.inverse_transform([pred])[0]
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return f"🌾 ਸਿਫਾਰਸ਼ੀ ਫਸਲ: *{crop_name}*"
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# ---------------------------
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def transcribe_audio(audio_path):
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recognizer = sr.Recognizer()
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with sr.AudioFile(audio_path) as source:
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audio = recognizer.record(source)
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try:
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except sr.UnknownValueError:
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return "❌
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except sr.RequestError:
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return "❌
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# ---------------------------
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# Gemini Response
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# ---------------------------
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def get_gemini_response(query):
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try:
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return response.text
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except Exception as e:
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return f"❌ Gemini
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tts = gTTS(text=text, lang=lang)
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temp_file = tempfile.NamedTemporaryFile(delete=False, suffix=".mp3")
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tts.save(temp_file.name)
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@@ -72,9 +79,12 @@ def text_to_speech(text, lang='pa'):
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# Combined Function
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# ---------------------------
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def handle_voice_query(audio_file):
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query = transcribe_audio(audio_file)
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return query, response, audio_path
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# ---------------------------
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import speech_recognition as sr
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import os
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import tempfile
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from langdetect import detect
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# ---------------------------
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# Gemini Configuration
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crop_name = le.inverse_transform([pred])[0]
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return f"🌾 ਸਿਫਾਰਸ਼ੀ ਫਸਲ: *{crop_name}*"
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def transcribe_audio(audio_path):
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recognizer = sr.Recognizer()
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with sr.AudioFile(audio_path) as source:
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audio = recognizer.record(source)
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try:
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text = sr.Recognizer().recognize_google(audio)
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lang = detect(text) # Detect the language of the transcribed text
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return text, lang
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except sr.UnknownValueError:
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return "❌ Could not understand audio.", None
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except sr.RequestError:
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return "❌ Could not connect to Google API.", None
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# ---------------------------
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# Gemini Response in Detected Language
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# ---------------------------
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def get_gemini_response(query, lang_code):
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try:
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system_prompt = f"Answer the following in language code '{lang_code}': {query}"
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response = gemini_model.generate_content(system_prompt)
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return response.text
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except Exception as e:
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return f"❌ Gemini error: {str(e)}"
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# ---------------------------
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# Text to Speech in Same Language
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# ---------------------------
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def text_to_speech(text, lang):
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tts = gTTS(text=text, lang=lang)
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temp_file = tempfile.NamedTemporaryFile(delete=False, suffix=".mp3")
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tts.save(temp_file.name)
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# Combined Function
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# ---------------------------
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def handle_voice_query(audio_file):
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query, lang = transcribe_audio(audio_file)
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if lang is None:
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return query, "⚠️ No response", None
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response = get_gemini_response(query, lang)
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audio_path = text_to_speech(response, lang)
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return query, response, audio_path
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# ---------------------------
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