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tech-envision
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Commit
·
6f9e1c0
1
Parent(s):
e575a5e
Add Gradio frontend with HuggingFace login
Browse files- frontend.py +200 -0
- requirements.txt +3 -0
frontend.py
ADDED
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| 1 |
+
"""Gradio UI for llm-backend."""
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| 2 |
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from __future__ import annotations
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import asyncio
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from typing import Iterator, List, Optional
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import typing
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import gradio as gr
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from huggingface_hub import HfApi, login
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from src.config import UPLOAD_DIR
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from src.db import list_sessions_info, reset_history
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from src.team import TeamChatSession
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# ---------------------------------------------------------------------------
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# Authentication helpers
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# ---------------------------------------------------------------------------
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def hf_login(token: str) -> str:
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"""Login to HuggingFace and return the username."""
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login(token=token, new_session=True)
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info = HfApi().whoami(token=token)
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return info.get("name") or info.get("email")
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# ---------------------------------------------------------------------------
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# File helpers
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# ---------------------------------------------------------------------------
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def _vm_host_path(user: str, vm_path: str) -> Path:
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rel = Path(vm_path).relative_to("/data")
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base = Path(UPLOAD_DIR) / user
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target = (base / rel).resolve()
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if not str(target).startswith(str(base)):
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raise ValueError("Invalid path")
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return target
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def list_directory(user: str, path: str) -> list[dict[str, str | bool]]:
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target = _vm_host_path(user, path)
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if not target.exists() or not target.is_dir():
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raise FileNotFoundError(path)
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entries: list[dict[str, str | bool]] = []
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for entry in sorted(target.iterdir()):
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entries.append({"name": entry.name, "is_dir": entry.is_dir()})
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return entries
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def read_file(user: str, path: str) -> str:
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target = _vm_host_path(user, path)
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if not target.exists() or target.is_dir():
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raise FileNotFoundError(path)
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return target.read_text()
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def write_file(user: str, path: str, content: str) -> None:
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target = _vm_host_path(user, path)
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target.parent.mkdir(parents=True, exist_ok=True)
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target.write_text(content)
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def delete_path(user: str, path: str) -> None:
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target = _vm_host_path(user, path)
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if target.is_dir():
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for child in target.iterdir():
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if child.is_file():
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child.unlink()
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else:
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delete_path(user, str(Path("/data") / child.relative_to(target)))
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target.rmdir()
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elif target.exists():
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target.unlink()
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# ---------------------------------------------------------------------------
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# Chat helpers
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# ---------------------------------------------------------------------------
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async def chat_generator(user: str, session: str, prompt: str) -> Iterator[List[List[str]]]:
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history: List[List[str]] = []
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async with TeamChatSession(user=user, session=session) as chat:
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history.append([prompt, ""])
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resp = ""
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async for part in chat.chat_stream(prompt):
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resp += part
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history[-1][1] = resp
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yield history
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# ---------------------------------------------------------------------------
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# Gradio callbacks
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# ---------------------------------------------------------------------------
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async def send_message(user: str, session: str, message: str, history: list[list[str]] | None) -> typing.Iterator[tuple[list[list[str]], str]]:
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history = history or []
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async with TeamChatSession(user=user, session=session) as chat:
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history.append([message, ""])
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resp = ""
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async for part in chat.chat_stream(message):
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resp += part
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history[-1][1] = resp
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yield history, ""
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def load_sessions(user: str) -> list[str]:
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info = list_sessions_info(user)
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return [s["name"] for s in info]
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def remove_session(user: str, session: str) -> None:
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reset_history(user, session)
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# ---------------------------------------------------------------------------
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# UI construction
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# ---------------------------------------------------------------------------
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def build_ui() -> gr.Blocks:
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with gr.Blocks(theme=gr.themes.Soft()) as demo:
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user_state = gr.State(str)
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session_state = gr.State("default")
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history_state = gr.State([])
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with gr.Column() as login_col:
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gr.Markdown("## HuggingFace Login")
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token_box = gr.Textbox(type="password", label="HuggingFace token")
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login_btn = gr.Button("Login")
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login_status = gr.Markdown()
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with gr.Row(visible=False) as main_row:
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with gr.Column(scale=3):
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session_drop = gr.Dropdown(label="Session", interactive=True)
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new_session = gr.Textbox(label="New Session Name")
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create_btn = gr.Button("Create Session")
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chatbox = gr.Chatbot(type="messages")
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msg = gr.Textbox(label="Message")
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send_btn = gr.Button("Send")
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with gr.Column(scale=2):
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gr.Markdown("### Files")
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dir_path = gr.Textbox(value="/data", label="Path")
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refresh_btn = gr.Button("List")
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file_list = gr.Dataframe(headers=["Name", "Is Dir"], datatype=["str", "bool"], interactive=False)
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open_path = gr.Textbox(label="File Path")
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open_btn = gr.Button("Open")
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file_editor = gr.Textbox(label="Content", lines=10)
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save_btn = gr.Button("Save")
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delete_btn = gr.Button("Delete")
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def do_login(token: str):
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user = hf_login(token)
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sessions = load_sessions(user)
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return {user_state: user, session_drop: gr.Dropdown.update(choices=sessions), login_col: gr.Column.update(visible=False), main_row: gr.Row.update(visible=True)}
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login_btn.click(do_login, inputs=token_box, outputs=[user_state, session_drop, login_col, main_row])
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def create_session(user: str, name: str):
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if not name:
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return gr.Dropdown.update()
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reset_history(user, name)
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sessions = load_sessions(user)
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return gr.Dropdown.update(value=name, choices=sessions)
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| 164 |
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create_btn.click(create_session, inputs=[user_state, new_session], outputs=session_drop)
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def refresh_files(user: str, path: str):
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entries = list_directory(user, path)
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data = [[e["name"], e["is_dir"]] for e in entries]
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return {file_list: gr.Dataframe.update(value=data), dir_path: path}
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refresh_btn.click(refresh_files, inputs=[user_state, dir_path], outputs=[file_list, dir_path])
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| 173 |
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| 174 |
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def open_file(user: str, path: str):
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| 175 |
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content = read_file(user, path)
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return {file_editor: content, open_path: path}
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| 177 |
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| 178 |
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open_btn.click(open_file, inputs=[user_state, open_path], outputs=[file_editor, open_path])
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| 180 |
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def save_file(user: str, path: str, content: str):
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| 181 |
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write_file(user, path, content)
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| 182 |
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return gr.Textbox.update()
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save_btn.click(save_file, inputs=[user_state, open_path, file_editor], outputs=file_editor)
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| 186 |
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def delete_file(user: str, path: str):
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delete_path(user, path)
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return gr.Textbox.update(value="")
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| 189 |
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| 190 |
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delete_btn.click(delete_file, inputs=[user_state, open_path], outputs=open_path)
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| 191 |
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| 192 |
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send_btn.click(send_message, inputs=[user_state, session_drop, msg, history_state], outputs=[chatbox, history_state, msg])
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| 193 |
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msg.submit(send_message, inputs=[user_state, session_drop, msg, history_state], outputs=[chatbox, history_state, msg])
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| 194 |
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return demo
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if __name__ == "__main__":
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ui = build_ui()
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ui.launch()
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requirements.txt
CHANGED
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@@ -8,3 +8,6 @@ fastapi
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uvicorn
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python-multipart
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httpx
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uvicorn
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python-multipart
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httpx
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gradio
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+
huggingface_hub
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