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Update app.py
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app.py
CHANGED
@@ -4,8 +4,7 @@ import os
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from dotenv import load_dotenv
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import http.client
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import json
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import
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from typing import AsyncGenerator
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load_dotenv()
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@@ -24,7 +23,7 @@ model = genai.GenerativeModel('gemini-2.0-flash-exp',
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safety_settings=safety_settings,
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system_instruction="Tu es un assistant intelligent. ton but est d'assister au mieux que tu peux. tu as été créé par Aenir et tu t'appelles Mariam")
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def perform_web_search(query):
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conn = http.client.HTTPSConnection("google.serper.dev")
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payload = json.dumps({"q": query})
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headers = {
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@@ -42,7 +41,7 @@ def perform_web_search(query):
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finally:
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conn.close()
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def format_search_results(data):
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if not data:
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return "Aucun résultat trouvé"
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@@ -69,93 +68,106 @@ def format_search_results(data):
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return result
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def
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if
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# Settings section
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with st.sidebar:
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st.title("Paramètres")
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st.session_state.web_search = st.toggle("Activer la recherche web", value=st.session_state.web_search)
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# File upload section
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uploaded_file = st.file_uploader("Télécharger un fichier (image/document)", type=['jpg', 'mp4', 'mp3', 'jpeg', 'png', 'pdf', 'txt'])
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with st.chat_message(role_to_streamlit(message.role)):
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st.markdown(message.parts[0].text)
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def process_uploaded_file(file):
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if file is not None:
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f.write(file.getbuffer())
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try:
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return gemini_file
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except Exception as e:
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st.error(f"Erreur lors du téléchargement du fichier : {e}")
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return None
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#
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try:
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# Perform web search if enabled
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web_results = None
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if st.session_state.web_search:
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with st.spinner("Recherche web en cours..."):
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web_results = perform_web_search(prompt)
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if web_results:
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formatted_results = format_search_results(web_results)
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prompt = f"""Question: {prompt}\n\nRésultats de recherche web:\n{formatted_results}\n\nPourrais-tu analyser ces informations et me donner une réponse complète?"""
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# Create a placeholder for the streaming response
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with st.chat_message("assistant"):
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response_placeholder = st.empty()
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full_response = ""
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# Stream the response
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for response_chunk in asyncio.run(stream_response(prompt, uploaded_gemini_file)):
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full_response += response_chunk
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response_placeholder.markdown(full_response + "▌")
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#
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from dotenv import load_dotenv
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import http.client
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import json
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from typing import Iterator
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load_dotenv()
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safety_settings=safety_settings,
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system_instruction="Tu es un assistant intelligent. ton but est d'assister au mieux que tu peux. tu as été créé par Aenir et tu t'appelles Mariam")
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def perform_web_search(query: str) -> dict:
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conn = http.client.HTTPSConnection("google.serper.dev")
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payload = json.dumps({"q": query})
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headers = {
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finally:
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conn.close()
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def format_search_results(data: dict) -> str:
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if not data:
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return "Aucun résultat trouvé"
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return result
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def stream_response(prompt: str, uploaded_file=None) -> Iterator[str]:
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"""Stream the response from Gemini"""
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try:
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if uploaded_file:
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response = model.generate_content([uploaded_file, "\n\n", prompt], stream=True)
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else:
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response = model.generate_content(prompt, stream=True)
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for chunk in response:
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if chunk.text:
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yield chunk.text
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except Exception as e:
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yield f"Erreur lors de la génération de la réponse : {str(e)}"
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def role_to_streamlit(role: str) -> str:
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return "assistant" if role == "model" else role
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def process_uploaded_file(file) -> object:
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if file is not None:
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file_path = os.path.join("temp", file.name)
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with open(file_path, "wb") as f:
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f.write(file.getbuffer())
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try:
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return genai.upload_file(file_path)
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except Exception as e:
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st.error(f"Erreur lors du téléchargement du fichier : {e}")
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return None
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finally:
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# Clean up the temporary file
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if os.path.exists(file_path):
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os.remove(file_path)
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def main():
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# Initialize session state
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if "chat" not in st.session_state:
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st.session_state.chat = model.start_chat(history=[])
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if "web_search" not in st.session_state:
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st.session_state.web_search = False
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st.title("Mariam AI!")
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# Settings sidebar
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with st.sidebar:
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st.title("Paramètres")
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st.session_state.web_search = st.toggle("Activer la recherche web",
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value=st.session_state.web_search)
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# File upload
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uploaded_file = st.file_uploader("Télécharger un fichier (image/document)",
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type=['jpg', 'mp4', 'mp3', 'jpeg', 'png', 'pdf', 'txt'])
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# Display chat history
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for message in st.session_state.chat.history:
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with st.chat_message(role_to_streamlit(message.role)):
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st.markdown(message.parts[0].text)
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# Chat input
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if prompt := st.chat_input("Hey?"):
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# Display user message
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st.chat_message("user").markdown(prompt)
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# Handle file upload
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uploaded_gemini_file = None
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if uploaded_file:
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uploaded_gemini_file = process_uploaded_file(uploaded_file)
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try:
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# Perform web search if enabled
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if st.session_state.web_search:
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with st.spinner("Recherche web en cours..."):
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web_results = perform_web_search(prompt)
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if web_results:
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formatted_results = format_search_results(web_results)
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prompt = f"""Question: {prompt}\n\nRésultats de recherche web:\n{formatted_results}\n\nPourrais-tu analyser ces informations et me donner une réponse complète?"""
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# Display assistant message with streaming
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with st.chat_message("assistant"):
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message_placeholder = st.empty()
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full_response = ""
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# Stream the response
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for chunk in stream_response(prompt, uploaded_gemini_file):
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full_response += chunk
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# Update the message placeholder with the accumulated response
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message_placeholder.markdown(full_response + "▌")
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# Remove the cursor and update with the final response
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message_placeholder.markdown(full_response)
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# Add the interaction to chat history
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st.session_state.chat.history.extend([
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{"role": "user", "parts": [prompt]},
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{"role": "model", "parts": [full_response]}
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])
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except Exception as e:
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st.error(f"Erreur lors de l'envoi du message : {e}")
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if __name__ == "__main__":
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# Create temp directory
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os.makedirs("temp", exist_ok=True)
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main()
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