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Update src/streamlit_app.py
Browse files- src/streamlit_app.py +27 -64
src/streamlit_app.py
CHANGED
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@@ -6,11 +6,11 @@ from transformers import AutoTokenizer, AutoModelForCausalLM
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# ==============================
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# PAGE CONFIG
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# ==============================
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st.set_page_config(page_title="
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st.title("
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# ==============================
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# LOAD MODEL
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# ==============================
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@st.cache_resource
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def load_model():
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@@ -38,16 +38,11 @@ if "messages" not in st.session_state:
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st.session_state.messages = []
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# ==============================
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# CLEAN
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# ==============================
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def
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match = re.search(r"```python(.*?)```", text, re.DOTALL)
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if match:
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return match.group(1).strip()
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# fallback cleaning
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text = re.sub(r"[^\x00-\x7F]+", "", text)
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return text.strip()
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# ==============================
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@@ -55,23 +50,8 @@ def extract_code(text):
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# ==============================
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def generate_response(user_input):
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prompt = f"""
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Return ONLY valid code.
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Rules:
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- Only code
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- No explanation
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- Use simple syntax
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- Must be complete
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User Request:
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{user_input}
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Output:
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```python
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"""
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inputs = tokenizer(prompt, return_tensors="pt", truncation=True)
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@@ -79,70 +59,53 @@ Output:
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outputs = model.generate(
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**inputs,
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max_new_tokens=120,
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do_sample=
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temperature=0.
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pad_token_id=tokenizer.eos_token_id
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)
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result = tokenizer.decode(outputs[0], skip_special_tokens=True)
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# ==============================
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# DISPLAY CHAT
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# ==============================
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for msg in st.session_state.messages:
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with st.chat_message(msg["role"]):
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st.code(msg["content"], language="python")
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else:
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st.markdown(msg["content"])
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# ==============================
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#
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# ==============================
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user_input = st.chat_input("
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if user_input:
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#
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st.session_state.messages.append({"role": "user", "content": user_input})
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with st.chat_message("user"):
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st.markdown(user_input)
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#
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with st.spinner("
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response = generate_response(user_input)
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# Show assistant response
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st.session_state.messages.append({"role": "assistant", "content": response})
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with st.chat_message("assistant"):
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st.
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# ==============================
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#
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# ==============================
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st.sidebar.title("
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if st.sidebar.button("π§Ή Clear Chat"):
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st.session_state.messages = []
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if st.sidebar.button("π Explain Last Code"):
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if st.session_state.messages:
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last_code = st.session_state.messages[-1]["content"]
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st.session_state.messages.append({
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"role": "user",
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"content": f"Explain this code:\n{last_code}"
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})
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st.experimental_rerun()
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if st.sidebar.button("π Fix Last Code"):
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if st.session_state.messages:
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last_code = st.session_state.messages[-1]["content"]
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st.session_state.messages.append({
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"role": "user",
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"content": f"Fix this code:\n{last_code}"
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})
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st.experimental_rerun()
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# ==============================
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# PAGE CONFIG
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# ==============================
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st.set_page_config(page_title="π€ AI Assistant", layout="wide")
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st.title("π€ Simple AI Assistant")
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# ==============================
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# LOAD MODEL
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# ==============================
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@st.cache_resource
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def load_model():
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st.session_state.messages = []
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# ==============================
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# CLEAN OUTPUT
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# ==============================
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def clean_text(text):
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text = re.sub(r"[^\x00-\x7F]+", "", text)
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text = text.replace("```", "")
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return text.strip()
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# ==============================
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# ==============================
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def generate_response(user_input):
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prompt = f"""User: {user_input}
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Assistant:"""
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inputs = tokenizer(prompt, return_tensors="pt", truncation=True)
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outputs = model.generate(
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**inputs,
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max_new_tokens=120,
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do_sample=True,
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temperature=0.5,
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top_p=0.9,
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repetition_penalty=1.1,
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pad_token_id=tokenizer.eos_token_id
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)
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result = tokenizer.decode(outputs[0], skip_special_tokens=True)
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# Extract only assistant reply
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if "Assistant:" in result:
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result = result.split("Assistant:")[-1]
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return clean_text(result)
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# ==============================
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# DISPLAY CHAT
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# ==============================
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for msg in st.session_state.messages:
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with st.chat_message(msg["role"]):
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st.markdown(msg["content"])
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# ==============================
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# INPUT BOX
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# ==============================
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user_input = st.chat_input("Type your message...")
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if user_input:
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# User message
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st.session_state.messages.append({"role": "user", "content": user_input})
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with st.chat_message("user"):
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st.markdown(user_input)
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# AI response
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with st.spinner("π€ Thinking..."):
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response = generate_response(user_input)
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st.session_state.messages.append({"role": "assistant", "content": response})
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with st.chat_message("assistant"):
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st.markdown(response)
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# ==============================
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# SIDEBAR
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# ==============================
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st.sidebar.title("βοΈ Options")
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if st.sidebar.button("π§Ή Clear Chat"):
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st.session_state.messages = []
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