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Browse files- app.py +228 -91
- requirements.txt +2 -0
app.py
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@@ -1,98 +1,235 @@
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import gradio as gr
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return output
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additional_inputs=[
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gr.Textbox(
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label="System Prompt",
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max_lines=1,
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interactive=True,
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),
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gr.Slider(
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label="Temperature",
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value=0.9,
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minimum=0.0,
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maximum=1.0,
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step=0.05,
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interactive=True,
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info="Higher values produce more diverse outputs",
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),
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gr.Slider(
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label="Max new tokens",
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value=2048,
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minimum=128,
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maximum=8192,
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step=64,
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interactive=True,
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info="The maximum numbers of new tokens",
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),
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gr.Slider(
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label="Top-p (nucleus sampling)",
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value=0.90,
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minimum=0.0,
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maximum=1,
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step=0.05,
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interactive=True,
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info="Higher values sample more low-probability tokens",
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),
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gr.Slider(
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label="Repetition penalty",
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value=1.2,
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minimum=1.0,
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maximum=2.0,
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step=0.05,
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interactive=True,
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info="Penalize repeated tokens",
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)
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]
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"""
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+
Chatterbox — HF Space chat app that writes code as downloadable files
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and previews HTML live, similar to Claude's "artifacts".
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Why the old version broke:
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- `mistralai/Mistral-7B-Instruct-v0.1` was dropped from HF's free
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serverless inference tier.
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- `client.text_generation(...)` with a hand-built `[INST]...[/INST]`
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prompt is the old (pre chat-template) way of calling models.
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`InferenceClient.chat_completion()` is the current, stable API and
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works across providers HF routes to (`provider="auto"`).
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Requirements (requirements.txt):
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gradio>=4.44
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huggingface_hub>=0.26
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"""
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import os
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import re
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import tempfile
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from pathlib import Path
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import gradio as gr
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from huggingface_hub import InferenceClient
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# ---------------------------------------------------------------------------
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# Config
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# ---------------------------------------------------------------------------
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# Reads a token from the Space's secrets if you add one (needed for higher
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# rate limits / gated models). Works without it too, just more rate-limited.
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HF_TOKEN = os.environ.get("HF_TOKEN") or os.environ.get("HUGGINGFACE_TOKEN")
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# Models known to work through HF's free/routed serverless chat-completion
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# as of 2026. If one of these goes away, just remove it from the list —
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# HF periodically retires models from the free tier.
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MODEL_CHOICES = [
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"meta-llama/Llama-3.1-8B-Instruct",
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"Qwen/Qwen2.5-Coder-32B-Instruct",
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"mistralai/Mistral-7B-Instruct-v0.3",
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"HuggingFaceH4/zephyr-7b-beta",
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]
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DEFAULT_SYSTEM_PROMPT = (
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"You are an expert software engineer, similar to Claude's coding "
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"assistant. When the user asks you to build or write something, answer "
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"with a short explanation and then one or more fenced code blocks.\n\n"
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"Every code block MUST start with a language tag, and its very first "
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"line must be a comment giving a filename, like this:\n\n"
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"```html\n<!-- filename: index.html -->\n<!doctype html>...\n```\n"
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"```python\n# filename: app.py\nprint('hi')\n```\n\n"
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"Always write complete, self-contained, runnable files (inline CSS/JS "
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"for HTML pages). Never truncate code for brevity."
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)
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CODE_BLOCK_RE = re.compile(r"```([a-zA-Z0-9_+-]*)\n(.*?)```", re.DOTALL)
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FILENAME_RE = re.compile(r"^\s*(?:#|//|<!--)\s*filename:\s*([^\s>]+)", re.IGNORECASE)
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EXT_BY_LANG = {
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"html": "html", "css": "css", "javascript": "js", "js": "js",
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"python": "py", "py": "py", "json": "json", "bash": "sh", "sh": "sh",
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"yaml": "yml", "yml": "yml", "typescript": "ts", "ts": "ts", "": "txt",
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}
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OUT_DIR = Path(tempfile.gettempdir()) / "chatterbox_outputs"
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OUT_DIR.mkdir(exist_ok=True)
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# ---------------------------------------------------------------------------
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# Helpers
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# ---------------------------------------------------------------------------
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def extract_files(text: str, tag: str):
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"""Pull fenced code blocks out of a model reply, write each to disk.
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Returns (list_of_written_file_paths, html_source_or_None).
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"""
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files = []
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html_source = None
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for i, m in enumerate(CODE_BLOCK_RE.finditer(text)):
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lang = (m.group(1) or "").strip().lower()
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body = m.group(2)
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first_line, _, rest = body.partition("\n")
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fname_match = FILENAME_RE.match(first_line)
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if fname_match:
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filename = fname_match.group(1)
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body = rest
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else:
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ext = EXT_BY_LANG.get(lang, lang or "txt")
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filename = f"snippet_{i + 1}.{ext}"
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safe_name = re.sub(r"[^\w.\-]", "_", filename)
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path = OUT_DIR / f"{tag}_{safe_name}"
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path.write_text(body, encoding="utf-8")
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files.append(str(path))
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if lang in ("html", "") and safe_name.endswith("html") and html_source is None:
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html_source = body
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elif lang == "html" and html_source is None:
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html_source = body
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return files, html_source
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def build_client(model: str) -> InferenceClient:
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kwargs = {"provider": "auto"}
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if HF_TOKEN:
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kwargs["token"] = HF_TOKEN
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return InferenceClient(model=model, **kwargs)
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def make_preview_html(html_source: str | None) -> str:
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if not html_source:
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return "<div style='opacity:.6;padding:1rem;'>Нет HTML в последнем ответе — превью появится, когда модель вернёт html-блок.</div>"
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escaped = html_source.replace('"', """)
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return (
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f'<iframe style="width:100%;height:520px;border:1px solid #4443;'
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f'border-radius:10px;background:#fff;" srcdoc="{escaped}"></iframe>'
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)
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# ---------------------------------------------------------------------------
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# Core chat function (generator, streams tokens)
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# ---------------------------------------------------------------------------
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def respond(message, chat_history, model, system_prompt, temperature, max_tokens, top_p):
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chat_history = chat_history or []
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if not message or not message.strip():
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yield chat_history, "", gr.update(), gr.update()
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return
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system_prompt = system_prompt.strip() or DEFAULT_SYSTEM_PROMPT
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messages = [{"role": "system", "content": system_prompt}]
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messages.extend(chat_history)
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messages.append({"role": "user", "content": message})
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chat_history = chat_history + [
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{"role": "user", "content": message},
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{"role": "assistant", "content": ""},
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]
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try:
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client = build_client(model)
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stream = client.chat_completion(
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messages=messages,
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max_tokens=int(max_tokens),
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temperature=float(max(temperature, 1e-2)),
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top_p=float(top_p),
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stream=True,
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)
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partial = ""
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for chunk in stream:
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delta = chunk.choices[0].delta.content or ""
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if not delta:
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continue
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partial += delta
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chat_history[-1]["content"] = partial
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yield chat_history, "", gr.update(), gr.update()
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tag = f"turn{len(chat_history)}"
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files, html_source = extract_files(partial, tag)
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yield (
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chat_history,
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"",
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gr.update(value=files if files else None, visible=bool(files)),
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gr.update(value=make_preview_html(html_source)),
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)
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except Exception as e:
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chat_history[-1]["content"] = (
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f"⚠️ Ошибка запроса к модели `{model}`: {e}\n\n"
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"Если модель недоступна на бесплатном инференсе — попробуйте "
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"другую из выпадающего списка сверху."
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)
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yield chat_history, "", gr.update(), gr.update()
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def clear_all():
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return [], None, make_preview_html(None)
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# ---------------------------------------------------------------------------
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# UI
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# ---------------------------------------------------------------------------
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with gr.Blocks(title="Chatterbox", theme=gr.themes.Soft()) as demo:
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gr.Markdown("## 🤖 Chatterbox — чат + генерация файлов кода")
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| 191 |
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with gr.Row():
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with gr.Column(scale=3):
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chatbot = gr.Chatbot(
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type="messages",
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show_label=False,
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show_copy_button=True,
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height=520,
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)
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msg = gr.Textbox(
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placeholder="Опишите, что построить, например: «сделай лендинг с формой подписки»",
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show_label=False,
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lines=2,
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)
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with gr.Row():
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send_btn = gr.Button("Отправить", variant="primary")
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| 207 |
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clear_btn = gr.Button("Очистить")
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| 208 |
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with gr.Column(scale=2):
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with gr.Tab("📄 Файлы"):
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files_out = gr.File(label="Сгенерированные файлы", file_count="multiple")
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with gr.Tab("👁 Превью (HTML)"):
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| 213 |
+
preview = gr.HTML(value=make_preview_html(None))
|
| 214 |
+
|
| 215 |
+
with gr.Accordion("Настройки модели", open=False):
|
| 216 |
+
model_dd = gr.Dropdown(
|
| 217 |
+
MODEL_CHOICES, value=MODEL_CHOICES[0], label="Модель",
|
| 218 |
+
allow_custom_value=True,
|
| 219 |
+
)
|
| 220 |
+
system_box = gr.Textbox(
|
| 221 |
+
label="System prompt", value=DEFAULT_SYSTEM_PROMPT, lines=6,
|
| 222 |
+
)
|
| 223 |
+
temperature = gr.Slider(0.0, 1.5, value=0.7, step=0.05, label="Temperature")
|
| 224 |
+
max_tokens = gr.Slider(128, 8192, value=2048, step=64, label="Max new tokens")
|
| 225 |
+
top_p = gr.Slider(0.0, 1.0, value=0.9, step=0.05, label="Top-p")
|
| 226 |
+
|
| 227 |
+
inputs = [msg, chatbot, model_dd, system_box, temperature, max_tokens, top_p]
|
| 228 |
+
outputs = [chatbot, msg, files_out, preview]
|
| 229 |
+
|
| 230 |
+
msg.submit(respond, inputs, outputs)
|
| 231 |
+
send_btn.click(respond, inputs, outputs)
|
| 232 |
+
clear_btn.click(clear_all, None, [chatbot, files_out, preview])
|
| 233 |
+
|
| 234 |
+
if __name__ == "__main__":
|
| 235 |
+
demo.launch(show_api=False)
|
requirements.txt
ADDED
|
@@ -0,0 +1,2 @@
|
|
|
|
|
|
|
|
|
|
| 1 |
+
gradio>=4.44
|
| 2 |
+
huggingface_hub>=0.26
|