Spaces:
Sleeping
Sleeping
making chatbot.py beutiful
Browse files- chatbot.py +92 -39
chatbot.py
CHANGED
|
@@ -6,12 +6,12 @@ from langchain_core.output_parsers import StrOutputParser
|
|
| 6 |
import edge_tts
|
| 7 |
import asyncio
|
| 8 |
import os
|
| 9 |
-
from
|
|
|
|
| 10 |
GROQ_API_KEY = os.getenv('GROQ_API_KEY')
|
| 11 |
|
| 12 |
|
| 13 |
class CodeAssistantBot:
|
| 14 |
-
|
| 15 |
def __init__(self):
|
| 16 |
self.client = Groq(api_key=GROQ_API_KEY)
|
| 17 |
self.model = ChatGroq(model="llama-3.3-70b-versatile", temperature=0.6)
|
|
@@ -20,22 +20,21 @@ class CodeAssistantBot:
|
|
| 20 |
self.analysis_prompt = ChatPromptTemplate.from_messages([
|
| 21 |
("system",
|
| 22 |
"""You are an expert code assistant. Analyze the code and context provided,
|
| 23 |
-
then give clear, helpful responses. Keep responses concise and focused on the code."""
|
| 24 |
-
),
|
| 25 |
("user", """Code: {code}
|
| 26 |
Output: {output}
|
| 27 |
Error: {error}
|
| 28 |
Question: {question}""")
|
| 29 |
])
|
| 30 |
|
| 31 |
-
self.summary_prompt = ChatPromptTemplate.from_messages([
|
| 32 |
-
"system",
|
| 33 |
-
|
| 34 |
-
Keep it brief and clear."""
|
| 35 |
-
|
|
|
|
| 36 |
|
| 37 |
-
def analyze_code(self, code: str, output: str, error: str,
|
| 38 |
-
question: str) -> str:
|
| 39 |
try:
|
| 40 |
parser = StrOutputParser()
|
| 41 |
chain = self.analysis_prompt | self.model | parser
|
|
@@ -52,8 +51,7 @@ class CodeAssistantBot:
|
|
| 52 |
try:
|
| 53 |
parser = StrOutputParser()
|
| 54 |
chain = self.summary_prompt | self.model | parser
|
| 55 |
-
formatted_conv = "\n".join(
|
| 56 |
-
[f"Q: {q}\nA: {a}" for q, a in conversation])
|
| 57 |
return chain.invoke({'conversation': formatted_conv})
|
| 58 |
except Exception as e:
|
| 59 |
return f"Could not generate summary: {str(e)}"
|
|
@@ -66,41 +64,96 @@ async def text_to_speech(text: str, filename: str):
|
|
| 66 |
|
| 67 |
|
| 68 |
def render_chatbot(code: str, output: str, error: str):
|
| 69 |
-
|
| 70 |
-
|
| 71 |
-
|
| 72 |
-
st.session_state.setdefault(
|
| 73 |
-
|
| 74 |
-
|
| 75 |
-
|
| 76 |
-
|
| 77 |
-
|
| 78 |
-
|
| 79 |
-
|
| 80 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 81 |
send = st.button("🚀")
|
| 82 |
|
| 83 |
-
#
|
| 84 |
-
if send and
|
| 85 |
bot = CodeAssistantBot()
|
| 86 |
-
|
| 87 |
-
st.session_state.conversation.append((
|
| 88 |
-
|
| 89 |
-
# optional: summary+TTS logic…
|
| 90 |
|
| 91 |
-
#
|
| 92 |
st.markdown('<div class="chat-container">', unsafe_allow_html=True)
|
| 93 |
for q, a in st.session_state.conversation:
|
| 94 |
-
|
| 95 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 96 |
st.markdown('</div>', unsafe_allow_html=True)
|
| 97 |
|
| 98 |
-
#
|
| 99 |
st.markdown("""
|
| 100 |
<script>
|
| 101 |
-
const
|
| 102 |
-
if(
|
| 103 |
</script>
|
| 104 |
""", unsafe_allow_html=True)
|
| 105 |
-
|
| 106 |
-
|
|
|
|
| 6 |
import edge_tts
|
| 7 |
import asyncio
|
| 8 |
import os
|
| 9 |
+
from html import escape
|
| 10 |
+
|
| 11 |
GROQ_API_KEY = os.getenv('GROQ_API_KEY')
|
| 12 |
|
| 13 |
|
| 14 |
class CodeAssistantBot:
|
|
|
|
| 15 |
def __init__(self):
|
| 16 |
self.client = Groq(api_key=GROQ_API_KEY)
|
| 17 |
self.model = ChatGroq(model="llama-3.3-70b-versatile", temperature=0.6)
|
|
|
|
| 20 |
self.analysis_prompt = ChatPromptTemplate.from_messages([
|
| 21 |
("system",
|
| 22 |
"""You are an expert code assistant. Analyze the code and context provided,
|
| 23 |
+
then give clear, helpful responses. Keep responses concise and focused on the code."""),
|
|
|
|
| 24 |
("user", """Code: {code}
|
| 25 |
Output: {output}
|
| 26 |
Error: {error}
|
| 27 |
Question: {question}""")
|
| 28 |
])
|
| 29 |
|
| 30 |
+
self.summary_prompt = ChatPromptTemplate.from_messages([
|
| 31 |
+
("system",
|
| 32 |
+
"""Summarize the conversation focusing on key technical points and insights.
|
| 33 |
+
Keep it brief and clear."""),
|
| 34 |
+
("user", "Conversation: {conversation}")
|
| 35 |
+
])
|
| 36 |
|
| 37 |
+
def analyze_code(self, code: str, output: str, error: str, question: str) -> str:
|
|
|
|
| 38 |
try:
|
| 39 |
parser = StrOutputParser()
|
| 40 |
chain = self.analysis_prompt | self.model | parser
|
|
|
|
| 51 |
try:
|
| 52 |
parser = StrOutputParser()
|
| 53 |
chain = self.summary_prompt | self.model | parser
|
| 54 |
+
formatted_conv = "\n".join([f"Q: {q}\nA: {a}" for q, a in conversation])
|
|
|
|
| 55 |
return chain.invoke({'conversation': formatted_conv})
|
| 56 |
except Exception as e:
|
| 57 |
return f"Could not generate summary: {str(e)}"
|
|
|
|
| 64 |
|
| 65 |
|
| 66 |
def render_chatbot(code: str, output: str, error: str):
|
| 67 |
+
"""Render the chatbot UI in a polished, scrollable panel with support for code blocks."""
|
| 68 |
+
# --- session state ---
|
| 69 |
+
st.session_state.setdefault('conversation', [])
|
| 70 |
+
st.session_state.setdefault('audio_count', 0)
|
| 71 |
+
|
| 72 |
+
# --- CSS styling ---
|
| 73 |
+
st.markdown("""
|
| 74 |
+
<style>
|
| 75 |
+
.chat-container {
|
| 76 |
+
display: flex;
|
| 77 |
+
flex-direction: column;
|
| 78 |
+
gap: 0.75rem;
|
| 79 |
+
max-height: 480px;
|
| 80 |
+
overflow-y: auto;
|
| 81 |
+
padding: 1rem;
|
| 82 |
+
border-radius: 8px;
|
| 83 |
+
background-color: inherit;
|
| 84 |
+
border: 1px solid;
|
| 85 |
+
animation: fadeIn 0.5s ease;
|
| 86 |
+
}
|
| 87 |
+
.chat-message {
|
| 88 |
+
max-width: 90%;
|
| 89 |
+
padding: 0.75rem 1rem;
|
| 90 |
+
border-radius: 12px;
|
| 91 |
+
position: relative;
|
| 92 |
+
animation: popIn 0.3s ease;
|
| 93 |
+
}
|
| 94 |
+
.user-message {
|
| 95 |
+
background: rgba(100, 149, 237, 0.2);
|
| 96 |
+
align-self: flex-end;
|
| 97 |
+
}
|
| 98 |
+
.bot-message {
|
| 99 |
+
background: rgba(200, 200, 200, 0.2);
|
| 100 |
+
align-self: flex-start;
|
| 101 |
+
}
|
| 102 |
+
.chat-message pre {
|
| 103 |
+
background: rgba(0,0,0,0.1);
|
| 104 |
+
padding: 0.5rem;
|
| 105 |
+
border-radius: 4px;
|
| 106 |
+
overflow-x: auto;
|
| 107 |
+
}
|
| 108 |
+
@keyframes fadeIn {
|
| 109 |
+
from { opacity: 0; } to { opacity: 1; }
|
| 110 |
+
}
|
| 111 |
+
@keyframes popIn {
|
| 112 |
+
from { transform: scale(0.95); opacity: 0; }
|
| 113 |
+
to { transform: scale(1); opacity: 1; }
|
| 114 |
+
}
|
| 115 |
+
</style>
|
| 116 |
+
""", unsafe_allow_html=True)
|
| 117 |
+
|
| 118 |
+
# --- input area ---
|
| 119 |
+
cols = st.columns([4, 1], gap='small')
|
| 120 |
+
with cols[0]:
|
| 121 |
+
question = st.text_input("Ask your question…", key="chat_input")
|
| 122 |
+
with cols[1]:
|
| 123 |
send = st.button("🚀")
|
| 124 |
|
| 125 |
+
# --- handle send ---
|
| 126 |
+
if send and question:
|
| 127 |
bot = CodeAssistantBot()
|
| 128 |
+
answer = bot.analyze_code(code, output, error, question)
|
| 129 |
+
st.session_state.conversation.append((question, answer))
|
| 130 |
+
# summary & tts can go here
|
|
|
|
| 131 |
|
| 132 |
+
# --- render chat ---
|
| 133 |
st.markdown('<div class="chat-container">', unsafe_allow_html=True)
|
| 134 |
for q, a in st.session_state.conversation:
|
| 135 |
+
# user bubble
|
| 136 |
+
html_q = f'<div class="chat-message user-message">{escape(q)}</div>'
|
| 137 |
+
st.markdown(html_q, unsafe_allow_html=True)
|
| 138 |
+
# bot bubble: convert code fences to <pre>
|
| 139 |
+
def render_bot(text):
|
| 140 |
+
parts = text.split('```')
|
| 141 |
+
html = ''
|
| 142 |
+
for i, part in enumerate(parts):
|
| 143 |
+
if i % 2 == 0:
|
| 144 |
+
html += escape(part)
|
| 145 |
+
else:
|
| 146 |
+
code_block = escape(part)
|
| 147 |
+
html += f'<pre><code>{code_block}</code></pre>'
|
| 148 |
+
return html
|
| 149 |
+
html_a = f'<div class="chat-message bot-message">{render_bot(a)}</div>'
|
| 150 |
+
st.markdown(html_a, unsafe_allow_html=True)
|
| 151 |
st.markdown('</div>', unsafe_allow_html=True)
|
| 152 |
|
| 153 |
+
# --- auto-scroll ---
|
| 154 |
st.markdown("""
|
| 155 |
<script>
|
| 156 |
+
const c = window.parent.document.querySelector('.chat-container');
|
| 157 |
+
if(c) { c.scrollTop = c.scrollHeight; }
|
| 158 |
</script>
|
| 159 |
""", unsafe_allow_html=True)
|
|
|
|
|
|