Update app.py
Browse files
app.py
CHANGED
|
@@ -1,6 +1,7 @@
|
|
| 1 |
""" Chatbot
|
| 2 |
@author: NiansuhAI
|
| 3 |
@email: niansuhtech@gmail.com
|
|
|
|
| 4 |
"""
|
| 5 |
import numpy as np
|
| 6 |
import streamlit as st
|
|
@@ -10,6 +11,10 @@ import sys
|
|
| 10 |
from dotenv import load_dotenv, dotenv_values
|
| 11 |
load_dotenv()
|
| 12 |
|
|
|
|
|
|
|
|
|
|
|
|
|
| 13 |
# initialize the client
|
| 14 |
client = OpenAI(
|
| 15 |
base_url="https://api-inference.huggingface.co/v1",
|
|
@@ -29,7 +34,7 @@ model_links = {
|
|
| 29 |
"Phi-3-mini": "microsoft/Phi-3-mini-4k-instruct",
|
| 30 |
}
|
| 31 |
|
| 32 |
-
#
|
| 33 |
random_dog = ["0f476473-2d8b-415e-b944-483768418a95.jpg",
|
| 34 |
"1bd75c81-f1d7-4e55-9310-a27595fa8762.jpg",
|
| 35 |
"526590d2-8817-4ff0-8c62-fdcba5306d02.jpg",
|
|
@@ -44,6 +49,8 @@ random_dog = ["0f476473-2d8b-415e-b944-483768418a95.jpg",
|
|
| 44 |
"6edac66e-c0de-4e69-a9d6-b2e6f6f9001b.jpg",
|
| 45 |
"bfb9e165-c643-4993-9b3a-7e73571672a6.jpg"]
|
| 46 |
|
|
|
|
|
|
|
| 47 |
def reset_conversation():
|
| 48 |
'''
|
| 49 |
Resets Conversation
|
|
@@ -51,45 +58,66 @@ def reset_conversation():
|
|
| 51 |
st.session_state.conversation = []
|
| 52 |
st.session_state.messages = []
|
| 53 |
return None
|
|
|
|
|
|
|
|
|
|
| 54 |
|
| 55 |
# Define the available models
|
| 56 |
-
models =
|
| 57 |
|
| 58 |
# Create the sidebar with the dropdown for model selection
|
| 59 |
selected_model = st.sidebar.selectbox("Select Model", models)
|
| 60 |
|
| 61 |
-
#
|
| 62 |
temp_values = st.sidebar.slider('Select a temperature value', 0.0, 1.0, (0.5))
|
| 63 |
|
| 64 |
-
|
| 65 |
-
|
|
|
|
|
|
|
| 66 |
|
| 67 |
# Create model description
|
| 68 |
st.sidebar.write(f"You're now chatting with **{selected_model}**")
|
| 69 |
st.sidebar.markdown("*Generated content may be inaccurate or false.*")
|
|
|
|
|
|
|
|
|
|
|
|
|
| 70 |
|
| 71 |
if "prev_option" not in st.session_state:
|
| 72 |
st.session_state.prev_option = selected_model
|
| 73 |
|
| 74 |
if st.session_state.prev_option != selected_model:
|
| 75 |
st.session_state.messages = []
|
|
|
|
| 76 |
st.session_state.prev_option = selected_model
|
| 77 |
reset_conversation()
|
| 78 |
|
| 79 |
-
|
|
|
|
|
|
|
| 80 |
repo_id = model_links[selected_model]
|
| 81 |
|
|
|
|
| 82 |
st.subheader(f'AI - {selected_model}')
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 83 |
|
| 84 |
# Initialize chat history
|
| 85 |
if "messages" not in st.session_state:
|
| 86 |
st.session_state.messages = []
|
| 87 |
|
|
|
|
| 88 |
# Display chat messages from history on app rerun
|
| 89 |
for message in st.session_state.messages:
|
| 90 |
with st.chat_message(message["role"]):
|
| 91 |
st.markdown(message["content"])
|
| 92 |
|
|
|
|
|
|
|
| 93 |
# Accept user input
|
| 94 |
if prompt := st.chat_input(f"Hi I'm {selected_model}, ask me a question"):
|
| 95 |
|
|
@@ -99,6 +127,7 @@ if prompt := st.chat_input(f"Hi I'm {selected_model}, ask me a question"):
|
|
| 99 |
# Add user message to chat history
|
| 100 |
st.session_state.messages.append({"role": "user", "content": prompt})
|
| 101 |
|
|
|
|
| 102 |
# Display assistant response in chat message container
|
| 103 |
with st.chat_message("assistant"):
|
| 104 |
|
|
@@ -109,14 +138,15 @@ if prompt := st.chat_input(f"Hi I'm {selected_model}, ask me a question"):
|
|
| 109 |
{"role": m["role"], "content": m["content"]}
|
| 110 |
for m in st.session_state.messages
|
| 111 |
],
|
| 112 |
-
temperature=temp_values,
|
| 113 |
stream=True,
|
| 114 |
max_tokens=3000,
|
| 115 |
)
|
| 116 |
-
|
| 117 |
response = st.write_stream(stream)
|
| 118 |
|
| 119 |
except Exception as e:
|
|
|
|
| 120 |
response = "😵💫 Looks like someone unplugged something!\
|
| 121 |
\n Either the model space is being updated or something is down.\
|
| 122 |
\n\
|
|
@@ -124,9 +154,12 @@ if prompt := st.chat_input(f"Hi I'm {selected_model}, ask me a question"):
|
|
| 124 |
\n\
|
| 125 |
\n Here's a random pic of a 🐶:"
|
| 126 |
st.write(response)
|
| 127 |
-
random_dog_pick = 'https://random.dog/'
|
| 128 |
st.image(random_dog_pick)
|
| 129 |
st.write("This was the error message:")
|
| 130 |
st.write(e)
|
| 131 |
|
|
|
|
|
|
|
|
|
|
| 132 |
st.session_state.messages.append({"role": "assistant", "content": response})
|
|
|
|
| 1 |
""" Chatbot
|
| 2 |
@author: NiansuhAI
|
| 3 |
@email: niansuhtech@gmail.com
|
| 4 |
+
|
| 5 |
"""
|
| 6 |
import numpy as np
|
| 7 |
import streamlit as st
|
|
|
|
| 11 |
from dotenv import load_dotenv, dotenv_values
|
| 12 |
load_dotenv()
|
| 13 |
|
| 14 |
+
|
| 15 |
+
|
| 16 |
+
|
| 17 |
+
|
| 18 |
# initialize the client
|
| 19 |
client = OpenAI(
|
| 20 |
base_url="https://api-inference.huggingface.co/v1",
|
|
|
|
| 34 |
"Phi-3-mini": "microsoft/Phi-3-mini-4k-instruct",
|
| 35 |
}
|
| 36 |
|
| 37 |
+
#Random dog images for error message
|
| 38 |
random_dog = ["0f476473-2d8b-415e-b944-483768418a95.jpg",
|
| 39 |
"1bd75c81-f1d7-4e55-9310-a27595fa8762.jpg",
|
| 40 |
"526590d2-8817-4ff0-8c62-fdcba5306d02.jpg",
|
|
|
|
| 49 |
"6edac66e-c0de-4e69-a9d6-b2e6f6f9001b.jpg",
|
| 50 |
"bfb9e165-c643-4993-9b3a-7e73571672a6.jpg"]
|
| 51 |
|
| 52 |
+
|
| 53 |
+
|
| 54 |
def reset_conversation():
|
| 55 |
'''
|
| 56 |
Resets Conversation
|
|
|
|
| 58 |
st.session_state.conversation = []
|
| 59 |
st.session_state.messages = []
|
| 60 |
return None
|
| 61 |
+
|
| 62 |
+
|
| 63 |
+
|
| 64 |
|
| 65 |
# Define the available models
|
| 66 |
+
models =[key for key in model_links.keys()]
|
| 67 |
|
| 68 |
# Create the sidebar with the dropdown for model selection
|
| 69 |
selected_model = st.sidebar.selectbox("Select Model", models)
|
| 70 |
|
| 71 |
+
#Create a temperature slider
|
| 72 |
temp_values = st.sidebar.slider('Select a temperature value', 0.0, 1.0, (0.5))
|
| 73 |
|
| 74 |
+
|
| 75 |
+
#Add reset button to clear conversation
|
| 76 |
+
st.sidebar.button('Reset Chat', on_click=reset_conversation) #Reset button
|
| 77 |
+
|
| 78 |
|
| 79 |
# Create model description
|
| 80 |
st.sidebar.write(f"You're now chatting with **{selected_model}**")
|
| 81 |
st.sidebar.markdown("*Generated content may be inaccurate or false.*")
|
| 82 |
+
st.sidebar.markdown("\n[ChatGPTBots](https://chatgptbots.net).")
|
| 83 |
+
|
| 84 |
+
|
| 85 |
+
|
| 86 |
|
| 87 |
if "prev_option" not in st.session_state:
|
| 88 |
st.session_state.prev_option = selected_model
|
| 89 |
|
| 90 |
if st.session_state.prev_option != selected_model:
|
| 91 |
st.session_state.messages = []
|
| 92 |
+
# st.write(f"Changed to {selected_model}")
|
| 93 |
st.session_state.prev_option = selected_model
|
| 94 |
reset_conversation()
|
| 95 |
|
| 96 |
+
|
| 97 |
+
|
| 98 |
+
#Pull in the model we want to use
|
| 99 |
repo_id = model_links[selected_model]
|
| 100 |
|
| 101 |
+
|
| 102 |
st.subheader(f'AI - {selected_model}')
|
| 103 |
+
# st.title(f'ChatBot Using {selected_model}')
|
| 104 |
+
|
| 105 |
+
# Set a default model
|
| 106 |
+
if selected_model not in st.session_state:
|
| 107 |
+
st.session_state[selected_model] = model_links[selected_model]
|
| 108 |
|
| 109 |
# Initialize chat history
|
| 110 |
if "messages" not in st.session_state:
|
| 111 |
st.session_state.messages = []
|
| 112 |
|
| 113 |
+
|
| 114 |
# Display chat messages from history on app rerun
|
| 115 |
for message in st.session_state.messages:
|
| 116 |
with st.chat_message(message["role"]):
|
| 117 |
st.markdown(message["content"])
|
| 118 |
|
| 119 |
+
|
| 120 |
+
|
| 121 |
# Accept user input
|
| 122 |
if prompt := st.chat_input(f"Hi I'm {selected_model}, ask me a question"):
|
| 123 |
|
|
|
|
| 127 |
# Add user message to chat history
|
| 128 |
st.session_state.messages.append({"role": "user", "content": prompt})
|
| 129 |
|
| 130 |
+
|
| 131 |
# Display assistant response in chat message container
|
| 132 |
with st.chat_message("assistant"):
|
| 133 |
|
|
|
|
| 138 |
{"role": m["role"], "content": m["content"]}
|
| 139 |
for m in st.session_state.messages
|
| 140 |
],
|
| 141 |
+
temperature=temp_values,#0.5,
|
| 142 |
stream=True,
|
| 143 |
max_tokens=3000,
|
| 144 |
)
|
| 145 |
+
|
| 146 |
response = st.write_stream(stream)
|
| 147 |
|
| 148 |
except Exception as e:
|
| 149 |
+
# st.empty()
|
| 150 |
response = "😵💫 Looks like someone unplugged something!\
|
| 151 |
\n Either the model space is being updated or something is down.\
|
| 152 |
\n\
|
|
|
|
| 154 |
\n\
|
| 155 |
\n Here's a random pic of a 🐶:"
|
| 156 |
st.write(response)
|
| 157 |
+
random_dog_pick = 'https://random.dog/'+ random_dog[np.random.randint(len(random_dog))]
|
| 158 |
st.image(random_dog_pick)
|
| 159 |
st.write("This was the error message:")
|
| 160 |
st.write(e)
|
| 161 |
|
| 162 |
+
|
| 163 |
+
|
| 164 |
+
|
| 165 |
st.session_state.messages.append({"role": "assistant", "content": response})
|