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Update app.py
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app.py
CHANGED
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@@ -1,6 +1,6 @@
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import os
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import time
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from typing import List, Dict
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import torch
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import gradio as gr
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@@ -32,6 +32,54 @@ if HF_TOKEN:
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print(f"Warning: Could not login to Hugging Face: {e}")
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# =========================
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# Chat Model Wrapper
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# =========================
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@@ -158,15 +206,14 @@ def clear_chat():
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def chat_fn(message, history, system_prompt, temperature):
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"""Non-streaming chat handler (returns tuples)."""
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if not chat_model.model_loaded:
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return history + [[message, "Please wait for the model to load or reload the space."]]
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# Convert tuples
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formatted_history =
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for user_msg, assistant_msg in history:
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formatted_history.append({"role": "user", "content": user_msg})
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if assistant_msg:
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formatted_history.append({"role": "assistant", "content": assistant_msg})
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# Generate full response once
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response = chat_model.generate_response(message, formatted_history, system_prompt, temperature)
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@@ -177,16 +224,15 @@ def chat_fn(message, history, system_prompt, temperature):
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def chat_stream_fn(message, history, system_prompt, temperature):
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"""Streaming chat handler (tuples): generate once, then chunk out."""
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if not chat_model.model_loaded:
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yield history + [[message, "Please wait for the model to load or reload the space."]]
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return
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# Convert tuples
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formatted_history =
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for user_msg, assistant_msg in history:
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formatted_history.append({"role": "user", "content": user_msg})
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if assistant_msg:
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formatted_history.append({"role": "assistant", "content": assistant_msg})
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# Generate full response (GPU)
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full_response = chat_model.generate_response(
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@@ -196,7 +242,6 @@ def chat_stream_fn(message, history, system_prompt, temperature):
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# Start new row and progressively fill assistant side
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base = history + [[message, ""]]
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if not isinstance(full_response, str):
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# In case of an error string (already str), we still stream it
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full_response = str(full_response)
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step = max(8, len(full_response) // 40) # ~40 chunks
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@@ -274,8 +319,9 @@ with gr.Blocks(
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info="Show responses as they're being generated",
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)
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# Chatbot in TUPLES mode
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chatbot = gr.Chatbot(
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label="Chat History",
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height=500,
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show_copy_button=True,
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@@ -291,17 +337,19 @@ with gr.Blocks(
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submit_btn = gr.Button("Send", variant="primary", scale=1)
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clear_btn = gr.Button("Clear", scale=0)
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# Wire events
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msg.submit(
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handle_chat,
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inputs=[msg, chatbot, system_prompt, temperature, streaming],
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outputs=[chatbot],
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)
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submit_btn.click(
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handle_chat,
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inputs=[msg, chatbot, system_prompt, temperature, streaming],
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outputs=[chatbot],
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)
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clear_btn.click(
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clear_chat,
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outputs=[chatbot, msg],
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import os
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import time
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from typing import List, Dict, Tuple, Any
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import torch
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import gradio as gr
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print(f"Warning: Could not login to Hugging Face: {e}")
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# =========================
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# Utilities
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# =========================
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def tuples_from_messages(messages: List[Dict[str, Any]]) -> List[List[str]]:
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"""
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Convert a Chatbot(type='messages') style history into tuples format
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[[user, assistant], ...]. If already tuples-like, return as-is.
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"""
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if not messages:
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return []
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# If already tuples-like (list with elements of length 2), return
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if isinstance(messages[0], (list, tuple)) and len(messages[0]) == 2:
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return [list(x) for x in messages]
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# Otherwise, convert from [{"role": "...", "content": "..."}, ...]
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pairs: List[List[str]] = []
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last_user: str | None = None
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for m in messages:
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role = m.get("role")
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content = m.get("content", "")
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if role == "user":
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last_user = content
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elif role == "assistant":
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if last_user is None:
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# If assistant appears first (odd state), pair with empty user
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pairs.append(["", content])
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else:
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pairs.append([last_user, content])
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last_user = None
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# If there's a dangling user without assistant, pair with empty string
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if last_user is not None:
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pairs.append([last_user, ""])
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return pairs
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def messages_from_tuples(history_tuples: List[List[str]]) -> List[Dict[str, str]]:
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"""
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Convert tuples [[user, assistant], ...] into list of role dictionaries:
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[{"role": "user", ...}, {"role": "assistant", ...}, ...]
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"""
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messages: List[Dict[str, str]] = []
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for u, a in history_tuples:
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messages.append({"role": "user", "content": u})
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if a:
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messages.append({"role": "assistant", "content": a})
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return messages
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# =========================
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# Chat Model Wrapper
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# =========================
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def chat_fn(message, history, system_prompt, temperature):
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"""Non-streaming chat handler (returns tuples)."""
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# DEFENSIVE: ensure tuples format
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history = tuples_from_messages(history)
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if not chat_model.model_loaded:
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return history + [[message, "Please wait for the model to load or reload the space."]]
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# Convert tuples -> role dicts for the model
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formatted_history = messages_from_tuples(history)
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# Generate full response once
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response = chat_model.generate_response(message, formatted_history, system_prompt, temperature)
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def chat_stream_fn(message, history, system_prompt, temperature):
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"""Streaming chat handler (tuples): generate once, then chunk out."""
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# DEFENSIVE: ensure tuples format
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history = tuples_from_messages(history)
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if not chat_model.model_loaded:
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yield history + [[message, "Please wait for the model to load or reload the space."]]
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return
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# Convert tuples -> role dicts for the model
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formatted_history = messages_from_tuples(history)
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# Generate full response (GPU)
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full_response = chat_model.generate_response(
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# Start new row and progressively fill assistant side
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base = history + [[message, ""]]
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if not isinstance(full_response, str):
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full_response = str(full_response)
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step = max(8, len(full_response) // 40) # ~40 chunks
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info="Show responses as they're being generated",
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)
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# Chatbot in TUPLES mode (explicit)
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chatbot = gr.Chatbot(
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type="tuples",
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label="Chat History",
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height=500,
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show_copy_button=True,
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submit_btn = gr.Button("Send", variant="primary", scale=1)
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clear_btn = gr.Button("Clear", scale=0)
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# Wire events (also clear the input box after send)
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msg.submit(
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handle_chat,
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inputs=[msg, chatbot, system_prompt, temperature, streaming],
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outputs=[chatbot],
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).then(lambda: "", None, msg)
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submit_btn.click(
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handle_chat,
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inputs=[msg, chatbot, system_prompt, temperature, streaming],
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outputs=[chatbot],
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).then(lambda: "", None, msg)
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clear_btn.click(
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clear_chat,
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outputs=[chatbot, msg],
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