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Configuration error
Configuration error
Merge branch 'main' of https://github.com/aasherkamal216/Super-GPT
Browse files
main.py
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import streamlit as st
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from audio_recorder_streamlit import audio_recorder
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from streamlit_vertical_slider import vertical_slider
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from streamlit_lottie import st_lottie
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import json
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from PIL import Image
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from io import BytesIO
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import base64
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from utils import visualize_display_page
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import google.generativeai as genai
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from langchain_groq import ChatGroq
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import os , random
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from dotenv import load_dotenv
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load_dotenv()
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st.set_page_config(
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page_title="Super GPT",
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page_icon="๐ฝ",
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layout="wide",
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initial_sidebar_state="auto",
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)
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st.title("Super GPT Assistant")
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google_models = [
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"gemini-1.5-flash",
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"gemini-1.5-pro",
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]
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groq_models = [
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"llama-3.1-8b-instant",
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"llama-3.1-70b-versatile",
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"llama3-70b-8192",
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"llama3-8b-8192",
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"gemma2-9b-it",
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"mixtral-8x7b-32768"
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]
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@st.cache_data
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def load_lottie_file(filepath: str):
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with open(filepath, "r") as f:
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return json.load(f)
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def get_llm_info(available_models):
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with st.sidebar:
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tip =tip = "Select Gemini models if you require multi-modal capabilities (text, image, audio and video inputs)"
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model = st.selectbox("Choose LLM:", available_models, help=tip)
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model_type = None
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if model.startswith(("llama", "gemma", "mixtral")): model_type = "groq"
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elif model.startswith("gemini"): model_type = "google"
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with st.popover("โ๏ธModel Parameters", use_container_width=True):
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temp = st.slider("Temperature:", min_value=0.0,
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max_value=2.0, value=0.5, step=0.5)
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max_tokens = st.slider("Maximum Tokens:", min_value=100,
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max_value=2000, value=400, step=200)
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return model, model_type, temp, max_tokens
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def messages_to_gemini(messages):
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gemini_messages = []
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prev_role = None
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for message in messages:
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if prev_role and (prev_role == message["role"]):
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gemini_message = gemini_messages[-1]
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else:
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gemini_message = {
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"role": "model" if message["role"] == "assistant" else "user",
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"parts": [],
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}
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for content in message["content"]:
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if content["type"] == "text":
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gemini_message["parts"].append(content["text"])
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elif content["type"] == "image_url":
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gemini_message["parts"].append(base64_to_image(content["image_url"]["url"]))
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elif content["type"] == "video_file":
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gemini_message["parts"].append(genai.upload_file(content["video_file"]))
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elif content["type"] == "audio_file":
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gemini_message["parts"].append(genai.upload_file(content["audio_file"]))
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if prev_role != message["role"]:
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gemini_messages.append(gemini_message)
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prev_role = message["role"]
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return gemini_messages
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# Function to convert file to base64
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def get_image_base64(image_raw):
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buffered = BytesIO()
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image_raw.save(buffered, format=image_raw.format)
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img_byte = buffered.getvalue()
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return base64.b64encode(img_byte).decode('utf-8')
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def add_media_files_to_messages():
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if st.session_state.uploaded_file:
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file_type = st.session_state.uploaded_file.type
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file_content = st.session_state.uploaded_file.getvalue()
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if file_type.startswith("image"):
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img = base64.b64encode(file_content).decode()
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st.session_state.messages.append(
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{
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"role": "user",
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"content": [{
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"type": "image_url",
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"image_url": {"url": f"data:{file_type};base64,{img}"}
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}]
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}
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)
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elif file_type == "video/mp4":
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video_base64 = base64.b64encode(file_content).decode()
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st.session_state.messages.append(
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{
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"role": "user",
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"content": [{
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"type": "video_file",
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"video_file": f"data:{file_type};base64,{video_base64}",
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}]
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}
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)
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elif file_type.startswith("audio"):
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audio_base64 = base64.b64encode(file_content).decode()
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st.session_state.messages.append(
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{
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"role": "user",
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"content": [{
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"type": "audio_file",
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"audio_file": f"data:{file_type};base64,{audio_base64}",
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}]
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}
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)
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def add_camera_img_to_messages():
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if "camera_img" in st.session_state and st.session_state.camera_img:
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img = base64.b64encode(st.session_state.camera_img.getvalue()).decode()
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st.session_state.messages.append(
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{
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"role": "user",
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"content": [{
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"type": "image_url",
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"image_url": {"url": f"data:image/jpeg;base64,{img}"}
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}]
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}
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)
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with st.sidebar:
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st.logo("logo.png")
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api_cols = st.columns(2)
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with api_cols[0]:
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default_groq_api_key = os.getenv("GROQ_API_KEY") if os.getenv("GROQ_API_KEY") is not None else "" # only for development environment, otherwise it should return None
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with st.popover("๐ Groq", use_container_width=True):
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groq_api_key = st.text_input("Get your Groq API Key (https://console.groq.com/keys)", value=default_groq_api_key, type="password")
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with api_cols[1]:
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default_google_api_key = os.getenv("GOOGLE_API_KEY") if os.getenv("GOOGLE_API_KEY") is not None else "" # only for development environment, otherwise it should return None
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with st.popover("๐ Google", use_container_width=True):
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google_api_key = st.text_input("Get your Google API Key (https://aistudio.google.com/app/apikey)", value=default_google_api_key, type="password")
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if (groq_api_key == "" or groq_api_key is None or "gsk" not in groq_api_key) and (google_api_key == "" or google_api_key is None or "AIza" not in google_api_key):
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st.warning("Please Add an API Key to proceed.")
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else:
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col1, col2 = st.columns([1,6])
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with col1:
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audio_bytes = audio_recorder("Speak",
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neutral_color="#728796",
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recording_color="#f81f6f",
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icon_name="microphone-lines",
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icon_size="3x")
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if "messages" not in st.session_state:
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st.session_state.messages = []
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# Handle speech input
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if "prev_speech_hash" not in st.session_state:
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st.session_state.prev_speech_hash = None
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if audio_bytes and st.session_state.prev_speech_hash != hash(audio_bytes):
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st.session_state.prev_speech_hash = hash(audio_bytes)
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speech_base64 = base64.b64encode(audio_bytes).decode()
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st.session_state.messages.append(
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{
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"role": "user",
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"content": [{
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"type": "speech_input",
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"speech_input": f"data:audio/wav;base64,{speech_base64}",
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}]
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}
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)
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for message in st.session_state.messages:
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with col2:
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with st.chat_message(message["role"]):
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for content in message["content"]:
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if content["type"] == "text":
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st.markdown(content["text"])
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elif content["type"] == "image_url":
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st.image(content["image_url"]["url"], use_column_width=True)
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elif content["type"] == "video_file":
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st.video(content["video_file"])
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elif content["type"] == "audio_file":
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st.audio(content["audio_file"], autoplay=True)
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elif content["type"] == "speech_input":
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st.audio(content["speech_input"])
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with st.sidebar:
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st.divider()
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columns = st.columns(2)
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# animation
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with columns[0]:
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lottie_animation = load_lottie_file("animation.json")
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if lottie_animation:
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st_lottie(lottie_animation, height=100, width=100, quality="high", key="lottie_anim")
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with columns[1]:
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if st.toggle("Voice Response"):
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response_lang = st.selectbox("Available Voices:", options=["Alex","Ana","Daniel"], key="voice_response")
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available_models = [] + (google_models if google_api_key else []) + (groq_models if groq_api_key else [])
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model, model_type, temperature, max_tokens = get_llm_info(available_models)
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st.divider()
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if model_type == "google":
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st.write("Upload a file or take a picture")
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media_cols = st.columns(2)
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with media_cols[0]:
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with st.popover("๐ Upload", use_container_width=True):
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st.file_uploader(
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"Upload an image, audio or a video",
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type=["png", "jpg", "jpeg", "wav", "mp3", "mp4"],
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accept_multiple_files=False,
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key="uploaded_file",
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on_change=add_media_files_to_messages,
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)
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with media_cols[1]:
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with st.popover("๐ท Camera", use_container_width=True):
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activate_camera = st.checkbox("Activate camera")
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if activate_camera:
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st.camera_input(
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"Take a picture",
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key="camera_img",
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on_change=add_camera_img_to_messages,
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)
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else:
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pass
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# temperature = vertical_slider(
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# label = "Temperature", #Optional
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# key = "vert_01" ,
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# height = 100, #Optional - Defaults to 300#Optional - Defaults to "circle"
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# step = 1, #Optional - Defaults to 1
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# default_value=5,#Optional - Defaults to 0
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# min_value= 0, # Defaults to 0
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# max_value= 10, # Defaults to 10
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# track_color = "blue",
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# thumb_shape="square", #Optional - Defaults to #D3D3D3
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# slider_color = 'lighgray', #Optional - Defaults to #29B5E8
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# thumb_color= "orange", #Optional - Defaults to #11567f
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# value_always_visible = False ,#Optional - Defaults to False
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# )
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if prompt:= st.chat_input("Type you question", key="question"):
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with col2:
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st.session_state.messages.append(
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{
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"role": "user",
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"content": [{
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"type": "text",
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"text": prompt,
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}]
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}
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)
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st.chat_message("user").markdown(prompt)
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# Confirmation popup window
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# selection_dict = {"file_and_answer": "", "prompt": "", "respuesta_chat": ""}
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# st.button("Visualize", on_click=visualize_display_page, key="visualiza", args=[selection_dict])
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|
test2.py
DELETED
|
@@ -1,314 +0,0 @@
|
|
| 1 |
-
import streamlit as st
|
| 2 |
-
from audio_recorder_streamlit import audio_recorder
|
| 3 |
-
from PIL import Image
|
| 4 |
-
from io import BytesIO
|
| 5 |
-
import base64
|
| 6 |
-
from utils import set_safety_settings, google_models, groq_models, get_llm_info
|
| 7 |
-
import google.generativeai as genai
|
| 8 |
-
import os
|
| 9 |
-
from dotenv import load_dotenv
|
| 10 |
-
load_dotenv()
|
| 11 |
-
|
| 12 |
-
st.title("Super AI Assistant")
|
| 13 |
-
|
| 14 |
-
###--- Function to convert base64 to temp file ---###
|
| 15 |
-
def base64_to_temp_file(base64_string, file_extension):
|
| 16 |
-
base64_string = base64_string.split(",")[1]
|
| 17 |
-
file_bytes = BytesIO(base64.b64decode(base64_string))
|
| 18 |
-
temp_file_path = f"temp_file.{file_extension}"
|
| 19 |
-
with open(temp_file_path, "wb") as temp_file:
|
| 20 |
-
temp_file.write(file_bytes.read())
|
| 21 |
-
return temp_file_path
|
| 22 |
-
|
| 23 |
-
###--- Function for preparing messages for Gemini---###
|
| 24 |
-
def messages_to_gemini(messages):
|
| 25 |
-
gemini_messages = []
|
| 26 |
-
prev_role = None
|
| 27 |
-
for message in messages:
|
| 28 |
-
if prev_role and (prev_role == message["role"]):
|
| 29 |
-
gemini_message = gemini_messages[-1]
|
| 30 |
-
else:
|
| 31 |
-
gemini_message = {
|
| 32 |
-
"role": "model" if message["role"] == "assistant" else "user",
|
| 33 |
-
"parts": [],
|
| 34 |
-
}
|
| 35 |
-
|
| 36 |
-
for content in message["content"]:
|
| 37 |
-
if content["type"] == "text":
|
| 38 |
-
gemini_message["parts"].append(content["text"])
|
| 39 |
-
elif content["type"] == "image_url":
|
| 40 |
-
gemini_message["parts"].append(base64_to_image(content["image_url"]["url"]))
|
| 41 |
-
|
| 42 |
-
elif content["type"] == "video_file":
|
| 43 |
-
video_file_path = base64_to_temp_file(content["video_file"], "mp4")
|
| 44 |
-
with st.spinner("Sending video file to Gemini..."):
|
| 45 |
-
gemini_message["parts"].append(genai.upload_file(path=video_file_path))
|
| 46 |
-
os.remove(video_file_path)
|
| 47 |
-
|
| 48 |
-
elif content["type"] == "audio_file":
|
| 49 |
-
audio_file_path = base64_to_temp_file(content["audio_file"], "wav")
|
| 50 |
-
with st.spinner("Sending audio file to Gemini..."):
|
| 51 |
-
gemini_message["parts"].append(genai.upload_file(path=audio_file_path))
|
| 52 |
-
os.remove(audio_file_path)
|
| 53 |
-
|
| 54 |
-
elif content["type"] == "speech_input":
|
| 55 |
-
speech_file_path = base64_to_temp_file(content["speech_input"], "wav")
|
| 56 |
-
with st.spinner("Sending audio file to Gemini..."):
|
| 57 |
-
gemini_message["parts"].append(genai.upload_file(path=speech_file_path))
|
| 58 |
-
os.remove(speech_file_path)
|
| 59 |
-
|
| 60 |
-
if prev_role != message["role"]:
|
| 61 |
-
gemini_messages.append(gemini_message)
|
| 62 |
-
|
| 63 |
-
prev_role = message["role"]
|
| 64 |
-
|
| 65 |
-
return gemini_messages
|
| 66 |
-
|
| 67 |
-
|
| 68 |
-
##-- Converting base64 to image ---##
|
| 69 |
-
def base64_to_image(base64_string):
|
| 70 |
-
base64_string = base64_string.split(",")[1]
|
| 71 |
-
|
| 72 |
-
return Image.open(BytesIO(base64.b64decode(base64_string)))
|
| 73 |
-
|
| 74 |
-
##--- Function for adding media files to session_state messages ---###
|
| 75 |
-
def add_media_files_to_messages():
|
| 76 |
-
if st.session_state.uploaded_file:
|
| 77 |
-
file_type = st.session_state.uploaded_file.type
|
| 78 |
-
file_content = st.session_state.uploaded_file.getvalue()
|
| 79 |
-
|
| 80 |
-
if file_type.startswith("image"):
|
| 81 |
-
img = base64.b64encode(file_content).decode()
|
| 82 |
-
st.session_state.messages.append(
|
| 83 |
-
{
|
| 84 |
-
"role": "user",
|
| 85 |
-
"content": [{
|
| 86 |
-
"type": "image_url",
|
| 87 |
-
"image_url": {"url": f"data:{file_type};base64,{img}"}
|
| 88 |
-
}]
|
| 89 |
-
}
|
| 90 |
-
)
|
| 91 |
-
elif file_type == "video/mp4":
|
| 92 |
-
video_base64 = base64.b64encode(file_content).decode()
|
| 93 |
-
st.session_state.messages.append(
|
| 94 |
-
{
|
| 95 |
-
"role": "user",
|
| 96 |
-
"content": [{
|
| 97 |
-
"type": "video_file",
|
| 98 |
-
"video_file": f"data:{file_type};base64,{video_base64}",
|
| 99 |
-
}]
|
| 100 |
-
}
|
| 101 |
-
)
|
| 102 |
-
elif file_type.startswith("audio"):
|
| 103 |
-
audio_base64 = base64.b64encode(file_content).decode()
|
| 104 |
-
st.session_state.messages.append(
|
| 105 |
-
{
|
| 106 |
-
"role": "user",
|
| 107 |
-
"content": [{
|
| 108 |
-
"type": "audio_file",
|
| 109 |
-
"audio_file": f"data:{file_type};base64,{audio_base64}",
|
| 110 |
-
}]
|
| 111 |
-
}
|
| 112 |
-
)
|
| 113 |
-
|
| 114 |
-
###--- FUNCTION TO ADD CAMERA IMAGE TO MESSAGES ---##
|
| 115 |
-
def add_camera_img_to_messages():
|
| 116 |
-
if "camera_img" in st.session_state and st.session_state.camera_img:
|
| 117 |
-
img = base64.b64encode(st.session_state.camera_img.getvalue()).decode()
|
| 118 |
-
st.session_state.messages.append(
|
| 119 |
-
{
|
| 120 |
-
"role": "user",
|
| 121 |
-
"content": [{
|
| 122 |
-
"type": "image_url",
|
| 123 |
-
"image_url": {"url": f"data:image/jpeg;base64,{img}"}
|
| 124 |
-
}]
|
| 125 |
-
}
|
| 126 |
-
)
|
| 127 |
-
|
| 128 |
-
##--- FUNCTION TO RESET CONVERSATION ---##
|
| 129 |
-
def reset_conversation():
|
| 130 |
-
if "messages" in st.session_state and len(st.session_state.messages) > 0:
|
| 131 |
-
st.session_state.pop("messages", None)
|
| 132 |
-
|
| 133 |
-
for file in genai.list_files():
|
| 134 |
-
genai.delete_file(file.name)
|
| 135 |
-
|
| 136 |
-
##--- FUNCTION TO STREAM LLM RESPONSE ---##
|
| 137 |
-
def stream_llm_response(model_params, model_type="google", api_key=None):
|
| 138 |
-
response_message = ""
|
| 139 |
-
if model_type == "google":
|
| 140 |
-
genai.configure(api_key=api_key)
|
| 141 |
-
model = genai.GenerativeModel(
|
| 142 |
-
model_name = model_params["model"],
|
| 143 |
-
generation_config={
|
| 144 |
-
"temperature": model_params["temperature"],
|
| 145 |
-
"max_output_tokens": model_params["max_tokens"],
|
| 146 |
-
},
|
| 147 |
-
safety_settings=set_safety_settings(),
|
| 148 |
-
system_instruction="""You are a helpful assistant who asnwers user's questions professionally and politely."""
|
| 149 |
-
)
|
| 150 |
-
gemini_messages = messages_to_gemini(st.session_state.messages)
|
| 151 |
-
|
| 152 |
-
for chunk in model.generate_content(contents=gemini_messages, stream=True,):
|
| 153 |
-
chunk_text = chunk.text or ""
|
| 154 |
-
response_message += chunk_text
|
| 155 |
-
yield chunk_text
|
| 156 |
-
|
| 157 |
-
st.session_state.messages.append({
|
| 158 |
-
"role": "assistant",
|
| 159 |
-
"content": [
|
| 160 |
-
{
|
| 161 |
-
"type": "text",
|
| 162 |
-
"text": response_message,
|
| 163 |
-
}
|
| 164 |
-
]})
|
| 165 |
-
|
| 166 |
-
|
| 167 |
-
##--- API KEYS ---##
|
| 168 |
-
with st.sidebar:
|
| 169 |
-
st.logo("logo.png")
|
| 170 |
-
api_cols = st.columns(2)
|
| 171 |
-
with api_cols[0]:
|
| 172 |
-
with st.popover("๐ Groq", use_container_width=True):
|
| 173 |
-
groq_api_key = st.text_input("Get your Groq API Key (https://console.groq.com/keys)", type="password")
|
| 174 |
-
|
| 175 |
-
with api_cols[1]:
|
| 176 |
-
with st.popover("๐ Google", use_container_width=True):
|
| 177 |
-
google_api_key = st.text_input("Get your Google API Key (https://aistudio.google.com/app/apikey)", type="password")
|
| 178 |
-
|
| 179 |
-
##--- API KEY CHECK ---##
|
| 180 |
-
if (groq_api_key == "" or groq_api_key is None or "gsk" not in groq_api_key) and (google_api_key == "" or google_api_key is None or "AIza" not in google_api_key):
|
| 181 |
-
st.warning("Please Add an API Key to proceed.")
|
| 182 |
-
|
| 183 |
-
####--- LLM SIDEBAR ---###
|
| 184 |
-
else:
|
| 185 |
-
with st.sidebar:
|
| 186 |
-
|
| 187 |
-
available_models = [] + (google_models if google_api_key else []) + (groq_models if groq_api_key else [])
|
| 188 |
-
model, model_type, temperature, max_tokens = get_llm_info(available_models)
|
| 189 |
-
|
| 190 |
-
model_params = {
|
| 191 |
-
"model": model,
|
| 192 |
-
"temperature": temperature,
|
| 193 |
-
"max_tokens": max_tokens
|
| 194 |
-
}
|
| 195 |
-
st.divider()
|
| 196 |
-
|
| 197 |
-
###---- Google Gemini Sidebar Customization----###
|
| 198 |
-
if model_type == "google":
|
| 199 |
-
st.write("Upload a file or take a picture")
|
| 200 |
-
|
| 201 |
-
media_cols = st.columns(2)
|
| 202 |
-
|
| 203 |
-
with media_cols[0]:
|
| 204 |
-
with st.popover("๐ Upload", use_container_width=True):
|
| 205 |
-
st.file_uploader(
|
| 206 |
-
"Upload an image, audio or a video",
|
| 207 |
-
type=["png", "jpg", "jpeg", "wav", "mp3", "mp4"],
|
| 208 |
-
accept_multiple_files=False,
|
| 209 |
-
key="uploaded_file",
|
| 210 |
-
on_change=add_media_files_to_messages,
|
| 211 |
-
)
|
| 212 |
-
|
| 213 |
-
with media_cols[1]:
|
| 214 |
-
with st.popover("๐ท Camera", use_container_width=True):
|
| 215 |
-
activate_camera = st.checkbox("Activate camera")
|
| 216 |
-
if activate_camera:
|
| 217 |
-
st.camera_input(
|
| 218 |
-
"Take a picture",
|
| 219 |
-
key="camera_img",
|
| 220 |
-
on_change=add_camera_img_to_messages,
|
| 221 |
-
)
|
| 222 |
-
|
| 223 |
-
###---- Groq Models Sidebar Customization----###
|
| 224 |
-
else:
|
| 225 |
-
pass # will add later
|
| 226 |
-
|
| 227 |
-
######----- Main Interface -----#######
|
| 228 |
-
chat_col1, chat_col2 = st.columns([1,6])
|
| 229 |
-
|
| 230 |
-
with chat_col1:
|
| 231 |
-
###--- Audio Recording ---###
|
| 232 |
-
audio_bytes = audio_recorder("Speak",
|
| 233 |
-
neutral_color="#f5f8fc",
|
| 234 |
-
recording_color="#f81f6f",
|
| 235 |
-
icon_name="microphone-lines",
|
| 236 |
-
icon_size="3x")
|
| 237 |
-
|
| 238 |
-
###--- Reset Conversation ---###
|
| 239 |
-
st.button(
|
| 240 |
-
"๐๏ธ Reset",
|
| 241 |
-
use_container_width=True,
|
| 242 |
-
on_click=reset_conversation,
|
| 243 |
-
help="If clicked, conversation will be reset.",
|
| 244 |
-
)
|
| 245 |
-
|
| 246 |
-
if "messages" not in st.session_state:
|
| 247 |
-
st.session_state.messages = []
|
| 248 |
-
|
| 249 |
-
# Handle speech input
|
| 250 |
-
if "prev_speech_hash" not in st.session_state:
|
| 251 |
-
st.session_state.prev_speech_hash = None
|
| 252 |
-
|
| 253 |
-
if audio_bytes and st.session_state.prev_speech_hash != hash(audio_bytes):
|
| 254 |
-
st.session_state.prev_speech_hash = hash(audio_bytes)
|
| 255 |
-
speech_base64 = base64.b64encode(audio_bytes).decode()
|
| 256 |
-
st.session_state.messages.append(
|
| 257 |
-
{
|
| 258 |
-
"role": "user",
|
| 259 |
-
"content": [{
|
| 260 |
-
"type": "speech_input",
|
| 261 |
-
"speech_input": f"data:audio/wav;base64,{speech_base64}",
|
| 262 |
-
}]
|
| 263 |
-
}
|
| 264 |
-
)
|
| 265 |
-
|
| 266 |
-
|
| 267 |
-
with chat_col2:
|
| 268 |
-
message_container = st.container(height=380, border=False)
|
| 269 |
-
|
| 270 |
-
for message in st.session_state.messages:
|
| 271 |
-
avatar = "assistant.png" if message["role"] == "assistant" else "user.png"
|
| 272 |
-
|
| 273 |
-
with message_container.chat_message(message["role"], avatar=avatar):
|
| 274 |
-
for content in message["content"]:
|
| 275 |
-
if content["type"] == "text":
|
| 276 |
-
st.markdown(content["text"])
|
| 277 |
-
elif content["type"] == "image_url":
|
| 278 |
-
st.image(content["image_url"]["url"])
|
| 279 |
-
elif content["type"] == "video_file":
|
| 280 |
-
st.video(content["video_file"])
|
| 281 |
-
elif content["type"] == "audio_file":
|
| 282 |
-
st.audio(content["audio_file"], autoplay=True)
|
| 283 |
-
elif content["type"] == "speech_input":
|
| 284 |
-
st.audio(content["speech_input"])
|
| 285 |
-
|
| 286 |
-
###----- User Question -----###
|
| 287 |
-
if prompt:= st.chat_input("Type you question", key="question"):
|
| 288 |
-
message_container.chat_message("user", avatar="user.png").markdown(prompt)
|
| 289 |
-
|
| 290 |
-
st.session_state.messages.append(
|
| 291 |
-
{
|
| 292 |
-
"role": "user",
|
| 293 |
-
"content": [{
|
| 294 |
-
"type": "text",
|
| 295 |
-
"text": prompt,
|
| 296 |
-
}]
|
| 297 |
-
}
|
| 298 |
-
)
|
| 299 |
-
|
| 300 |
-
###----- Generate response -----###
|
| 301 |
-
with message_container.chat_message("assistant", avatar="assistant.png"):
|
| 302 |
-
|
| 303 |
-
model2key = {
|
| 304 |
-
"openai": groq_api_key,
|
| 305 |
-
"google": google_api_key,
|
| 306 |
-
}
|
| 307 |
-
|
| 308 |
-
st.write_stream(stream_llm_response(
|
| 309 |
-
model_params=model_params,
|
| 310 |
-
model_type=model_type,
|
| 311 |
-
api_key=model2key[model_type]
|
| 312 |
-
)
|
| 313 |
-
)
|
| 314 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
test4.py
CHANGED
|
@@ -7,8 +7,7 @@ from streamlit_lottie import st_lottie
|
|
| 7 |
import json
|
| 8 |
from utils import set_safety_settings, about, extract_all_pages_as_images
|
| 9 |
import google.generativeai as genai
|
| 10 |
-
|
| 11 |
-
import os, random
|
| 12 |
import tempfile
|
| 13 |
import asyncio
|
| 14 |
import edge_tts
|
|
@@ -99,6 +98,7 @@ def base64_to_temp_file(base64_string, unique_name, file_extension):
|
|
| 99 |
temp_file_path = f"{unique_name}.{file_extension}"
|
| 100 |
with open(temp_file_path, "wb") as temp_file:
|
| 101 |
temp_file.write(file_bytes.read())
|
|
|
|
| 102 |
return temp_file_path
|
| 103 |
|
| 104 |
|
|
@@ -123,13 +123,22 @@ def messages_to_gemini(messages):
|
|
| 123 |
elif content["type"] == "image_url":
|
| 124 |
gemini_message["parts"].append(base64_to_image(content["image_url"]["url"]))
|
| 125 |
|
| 126 |
-
elif content["type"]
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
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|
|
|
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|
|
|
|
|
|
|
|
|
| 127 |
file_name = content['unique_name']
|
| 128 |
|
| 129 |
if file_name not in uploaded_files:
|
| 130 |
-
temp_file_path = base64_to_temp_file(content[
|
| 131 |
-
|
| 132 |
-
with st.spinner(f"Sending {content['type'].replace('_', ' ')} to Gemini..."):
|
| 133 |
gemini_message["parts"].append(genai.upload_file(path=temp_file_path))
|
| 134 |
os.remove(temp_file_path)
|
| 135 |
|
|
@@ -182,7 +191,10 @@ def add_pdf_file_to_messages():
|
|
| 182 |
}
|
| 183 |
)
|
| 184 |
|
| 185 |
-
|
|
|
|
|
|
|
|
|
|
| 186 |
##--- Function for adding media files to session_state messages ---###
|
| 187 |
def add_media_files_to_messages():
|
| 188 |
if st.session_state.uploaded_file:
|
|
@@ -201,15 +213,17 @@ def add_media_files_to_messages():
|
|
| 201 |
}
|
| 202 |
)
|
| 203 |
elif file_type == "video/mp4":
|
| 204 |
-
|
| 205 |
-
|
|
|
|
|
|
|
| 206 |
st.session_state.messages.append(
|
| 207 |
{
|
| 208 |
"role": "user",
|
| 209 |
"content": [{
|
| 210 |
"type": "video_file",
|
| 211 |
-
"video_file":
|
| 212 |
-
"unique_name":
|
| 213 |
}]
|
| 214 |
}
|
| 215 |
)
|
|
@@ -293,15 +307,15 @@ with st.sidebar:
|
|
| 293 |
api_cols = st.columns(2)
|
| 294 |
with api_cols[0]:
|
| 295 |
with st.popover("๐ Groq", use_container_width=True):
|
| 296 |
-
groq_api_key = st.text_input("Click [here](https://console.groq.com/keys) to get your Groq API key",
|
| 297 |
|
| 298 |
with api_cols[1]:
|
| 299 |
with st.popover("๐ Google", use_container_width=True):
|
| 300 |
-
google_api_key = st.text_input("Click [here](https://aistudio.google.com/app/apikey) to get your Google API key",
|
| 301 |
|
| 302 |
##--- API KEY CHECK ---##
|
| 303 |
if (groq_api_key == "" or groq_api_key is None or "gsk" not in groq_api_key) and (google_api_key == "" or google_api_key is None or "AIza" not in google_api_key):
|
| 304 |
-
st.
|
| 305 |
|
| 306 |
####--- LLM SIDEBAR ---###
|
| 307 |
else:
|
|
@@ -487,4 +501,4 @@ else:
|
|
| 487 |
os.unlink(temp_file_path) # Clean up the temporary audio file
|
| 488 |
|
| 489 |
except genai.types.generation_types.BlockedPromptException as e:
|
| 490 |
-
st.error(f"An error occurred: {e}", icon="โ")
|
|
|
|
| 7 |
import json
|
| 8 |
from utils import set_safety_settings, about, extract_all_pages_as_images
|
| 9 |
import google.generativeai as genai
|
| 10 |
+
import os, random, time
|
|
|
|
| 11 |
import tempfile
|
| 12 |
import asyncio
|
| 13 |
import edge_tts
|
|
|
|
| 98 |
temp_file_path = f"{unique_name}.{file_extension}"
|
| 99 |
with open(temp_file_path, "wb") as temp_file:
|
| 100 |
temp_file.write(file_bytes.read())
|
| 101 |
+
time.sleep(1)
|
| 102 |
return temp_file_path
|
| 103 |
|
| 104 |
|
|
|
|
| 123 |
elif content["type"] == "image_url":
|
| 124 |
gemini_message["parts"].append(base64_to_image(content["image_url"]["url"]))
|
| 125 |
|
| 126 |
+
elif content["type"] == "video_file":
|
| 127 |
+
file_path = content["video_file"]
|
| 128 |
+
if file_path.split(".")[0] not in uploaded_files:
|
| 129 |
+
with st.spinner(f"Sending video to Gemini..."):
|
| 130 |
+
try:
|
| 131 |
+
file = genai.upload_file(path=file_path)
|
| 132 |
+
gemini_message["parts"].append(file)
|
| 133 |
+
except Exception as e:
|
| 134 |
+
st.error(f"An error occurred {e}")
|
| 135 |
+
|
| 136 |
+
elif content["type"] == "audio_file":
|
| 137 |
file_name = content['unique_name']
|
| 138 |
|
| 139 |
if file_name not in uploaded_files:
|
| 140 |
+
temp_file_path = base64_to_temp_file(content["audio_file"], file_name, "wav")
|
| 141 |
+
with st.spinner(f"Sending audio file to Gemini..."):
|
|
|
|
| 142 |
gemini_message["parts"].append(genai.upload_file(path=temp_file_path))
|
| 143 |
os.remove(temp_file_path)
|
| 144 |
|
|
|
|
| 191 |
}
|
| 192 |
)
|
| 193 |
|
| 194 |
+
def save_uploaded_video(video_file, file_path):
|
| 195 |
+
with open(file_path, "wb") as f:
|
| 196 |
+
f.write(video_file.read())
|
| 197 |
+
|
| 198 |
##--- Function for adding media files to session_state messages ---###
|
| 199 |
def add_media_files_to_messages():
|
| 200 |
if st.session_state.uploaded_file:
|
|
|
|
| 213 |
}
|
| 214 |
)
|
| 215 |
elif file_type == "video/mp4":
|
| 216 |
+
file_name = st.session_state.uploaded_file.name
|
| 217 |
+
file_path = os.path.join(tempfile.gettempdir(), file_name)
|
| 218 |
+
save_uploaded_video(st.session_state.uploaded_file, file_path)
|
| 219 |
+
|
| 220 |
st.session_state.messages.append(
|
| 221 |
{
|
| 222 |
"role": "user",
|
| 223 |
"content": [{
|
| 224 |
"type": "video_file",
|
| 225 |
+
"video_file": file_path,
|
| 226 |
+
"unique_name": file_name
|
| 227 |
}]
|
| 228 |
}
|
| 229 |
)
|
|
|
|
| 307 |
api_cols = st.columns(2)
|
| 308 |
with api_cols[0]:
|
| 309 |
with st.popover("๐ Groq", use_container_width=True):
|
| 310 |
+
groq_api_key = st.text_input("Click [here](https://console.groq.com/keys) to get your Groq API key", type="password")
|
| 311 |
|
| 312 |
with api_cols[1]:
|
| 313 |
with st.popover("๐ Google", use_container_width=True):
|
| 314 |
+
google_api_key = st.text_input("Click [here](https://aistudio.google.com/app/apikey) to get your Google API key", type="password")
|
| 315 |
|
| 316 |
##--- API KEY CHECK ---##
|
| 317 |
if (groq_api_key == "" or groq_api_key is None or "gsk" not in groq_api_key) and (google_api_key == "" or google_api_key is None or "AIza" not in google_api_key):
|
| 318 |
+
st.info("Please enter an API key in the sidebar to proceed.")
|
| 319 |
|
| 320 |
####--- LLM SIDEBAR ---###
|
| 321 |
else:
|
|
|
|
| 501 |
os.unlink(temp_file_path) # Clean up the temporary audio file
|
| 502 |
|
| 503 |
except genai.types.generation_types.BlockedPromptException as e:
|
| 504 |
+
st.error(f"An error occurred: {e}", icon="โ")
|
tts.py
DELETED
|
@@ -1,36 +0,0 @@
|
|
| 1 |
-
import streamlit as st
|
| 2 |
-
import asyncio
|
| 3 |
-
import edge_tts
|
| 4 |
-
import io
|
| 5 |
-
import tempfile
|
| 6 |
-
import os
|
| 7 |
-
|
| 8 |
-
VOICES = ['en-US-GuyNeural','en-US-JennyNeural',"hi-IN-SwaraNeural", "en-PH-JamesNeural"]
|
| 9 |
-
|
| 10 |
-
st.title("Text-to-Speech with Edge TTS")
|
| 11 |
-
|
| 12 |
-
text_input = st.text_area("Enter the text you want to convert to speech:", "Hello World")
|
| 13 |
-
voice_selection = st.selectbox("Select a voice:", VOICES)
|
| 14 |
-
|
| 15 |
-
async def generate_speech(text, voice):
|
| 16 |
-
communicate = edge_tts.Communicate(text, voice)
|
| 17 |
-
with tempfile.NamedTemporaryFile(delete=False, suffix=".mp3") as temp_file:
|
| 18 |
-
await communicate.save(temp_file.name)
|
| 19 |
-
temp_file_path = temp_file.name
|
| 20 |
-
|
| 21 |
-
with open(temp_file_path, "rb") as audio_file:
|
| 22 |
-
audio_data = audio_file.read()
|
| 23 |
-
|
| 24 |
-
os.unlink(temp_file_path) # Delete the temporary file
|
| 25 |
-
return audio_data
|
| 26 |
-
|
| 27 |
-
if st.button("Generate and Play Speech"):
|
| 28 |
-
if text_input:
|
| 29 |
-
with st.spinner("Generating speech..."):
|
| 30 |
-
audio_data = asyncio.run(generate_speech(text_input, voice_selection))
|
| 31 |
-
|
| 32 |
-
# Play the audio
|
| 33 |
-
st.audio(audio_data, format="audio/mp3")
|
| 34 |
-
st.success("Speech generated successfully!")
|
| 35 |
-
else:
|
| 36 |
-
st.warning("Please enter some text to convert to speech.")
|
|
|
|
|
|
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