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Update src/st-chat-app.py
Browse files- src/st-chat-app.py +132 -96
src/st-chat-app.py
CHANGED
@@ -5,113 +5,149 @@ import os
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from dotenv import load_dotenv
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load_dotenv()
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client_secret = os.getenv("CLIENT_SECRET")
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base_url = os.getenv("BASE_URL")
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def get_access_token():
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url = base_url+"/services/oauth2/token"
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payload = {
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"grant_type": "client_credentials",
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"client_id": client_id,
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"client_secret": client_secret
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}
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response = requests.post(url, data=payload)
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# Add error handling for response
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if response.status_code != 200:
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st.error(f"Error fetching access token: {response.status_code} - {response.text}")
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return None
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data = response.json()
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access_token = data.get('access_token', 'Token not found')
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return access_token
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# Add model selection dictionary
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MODEL_OPTIONS = {
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"GPT4Omni": "sfdc_ai__DefaultOpenAIGPT4Omni",
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"Gemini": "sfdc_ai__DefaultVertexAIGemini20Flash001",
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"Claude": "sfdc_ai__DefaultBedrockAnthropicClaude37Sonnet"
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}
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# Configure Streamlit page settings
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st.set_page_config(
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page_title="Chat with Einstein LLMs!",
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page_icon=":brain:",
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layout="wide",
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)
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st.
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st.
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st.error(f"Error parsing response: {str(e)}")
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return "I apologize, but I received an invalid response. Please try again."
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#
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st.session_state["messages"] = [{"role": "assistant", "content": "How can I help you?"}]
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# Get AI response if there's any input
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if prompt.text or prompt.get("files"):
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msg = get_gpt_response(st.session_state.messages)
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st.session_state.messages.append({"role": "assistant", "content": msg})
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st.chat_message("assistant", avatar="π€").write(msg)
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from dotenv import load_dotenv
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load_dotenv()
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# Page config should be the first Streamlit command
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st.set_page_config(
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page_title="Chat with Einstein LLMs!",
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page_icon=":brain:",
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layout="wide",
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)
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# Initialize session state for authentication
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if "authenticated" not in st.session_state:
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st.session_state.authenticated = False
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def check_password():
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"""Returns `True` if the user had the correct password."""
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password_input = os.getenv("PASSWORD")
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def password_entered():
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"""Checks whether a password entered by the user is correct."""
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if st.session_state["password"] == password_input:
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st.session_state.authenticated = True
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del st.session_state["password"] # Remove password from session state for security
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else:
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st.session_state.authenticated = False
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st.error("π Password incorrect")
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# Show input for password
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st.text_input(
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"Please enter the password to access the Einstein Assistant",
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type="password",
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on_change=password_entered,
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key="password"
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)
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# if not st.session_state.authenticated:
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# st.error("π Password incorrect")
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# return False
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# return True
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# Show chat interface only if authenticated
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if st.session_state.authenticated:
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client_id = os.getenv("CLIENT_ID")
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client_secret = os.getenv("CLIENT_SECRET")
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base_url = os.getenv("BASE_URL")
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def get_access_token():
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url = base_url+"/services/oauth2/token"
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payload = {
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"grant_type": "client_credentials",
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"client_id": client_id,
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"client_secret": client_secret
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}
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response = requests.post(url, data=payload)
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# Add error handling for response
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if response.status_code != 200:
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st.error(f"Error fetching access token: {response.status_code} - {response.text}")
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return None
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data = response.json()
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access_token = data.get('access_token', 'Token not found')
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return access_token
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# Add model selection dictionary
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MODEL_OPTIONS = {
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"GPT4-Omni": "sfdc_ai__DefaultOpenAIGPT4Omni",
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"Gemini": "sfdc_ai__DefaultVertexAIGemini20Flash001",
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"Claude": "sfdc_ai__DefaultBedrockAnthropicClaude37Sonnet"
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}
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# Add sidebar with model selection
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with st.sidebar:
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st.title("Model Settings")
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selected_model_name = st.selectbox(
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"Choose AI Model",
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options=list(MODEL_OPTIONS.keys()),
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index=0
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)
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model = MODEL_OPTIONS[selected_model_name]
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# Update the page title to reflect selected model
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st.subheader(f"π€ Chat with {selected_model_name}")
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# Modify get_gpt_response function to use selected model
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def get_gpt_response(prompt):
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url = f"https://api.salesforce.com/einstein/platform/v1/models/{model}/chat-generations"
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access_token = get_access_token()
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headers = {
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"Authorization": f"Bearer {access_token}",
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"Content-Type": "application/json;charset=utf-8",
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'x-sfdc-app-context': 'EinsteinGPT',
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'x-client-feature-id': 'ai-platform-models-connected-app'
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}
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chat_payload = {
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"messages": prompt
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}
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try:
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response = requests.post(url, headers=headers, data=json.dumps(chat_payload))
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response.raise_for_status() # Raise exception for bad status codes
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data = response.json()
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return data["generationDetails"]["generations"][0]["content"]
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except requests.exceptions.RequestException as e:
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st.error(f"Error calling the API: {str(e)}")
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return "I apologize, but I encountered an error. Please try again."
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except (KeyError, IndexError) as e:
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st.error(f"Error parsing response: {str(e)}")
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return "I apologize, but I received an invalid response. Please try again."
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# Display the chatbot's title on the page
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if "messages" not in st.session_state:
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st.session_state["messages"] = [{"role": "assistant", "content": "How can I help you?"}]
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for msg in st.session_state.messages:
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st.chat_message(msg["role"], avatar="π€").write(msg["content"])
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if "image" in msg:
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st.image(msg["image"])
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prompt = st.chat_input(
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"Say something and/or attach an image",
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accept_file=True,
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file_type=["jpg", "jpeg", "png"],
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)
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if prompt:
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# Handle text input
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if prompt.text:
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st.session_state.messages.append({"role": "user", "content": prompt.text})
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st.chat_message("user").write(prompt.text)
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# Handle image upload
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if prompt.get("files"):
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uploaded_file = prompt["files"][0]
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st.session_state.messages.append({
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"role": "user",
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"content": "Uploaded an image",
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"image": uploaded_file
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})
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st.chat_message("user").write("Uploaded an image")
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st.image(uploaded_file)
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# Get AI response if there's any input
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if prompt.text or prompt.get("files"):
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msg = get_gpt_response(st.session_state.messages)
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st.session_state.messages.append({"role": "assistant", "content": msg})
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st.chat_message("assistant", avatar="π€").write(msg)
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else:
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# Show login page
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st.title("Welcome to Einstein Assistant")
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#st.markdown("Please log in to continue")
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check_password()
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