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Update app.py
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app.py
CHANGED
@@ -8,24 +8,25 @@ import httpx
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import gradio as gr
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from PIL import Image
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#
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STEPFUN_ENDPOINT = os.getenv("STEPFUN_ENDPOINT", "https://api.stepfun.com/v1")
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MODEL_NAME = os.getenv("STEPFUN_MODEL", "step-3") #
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REQUEST_TIMEOUT = float(os.getenv("REQUEST_TIMEOUT", "60"))
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#
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def _get_api_key() -> Optional[str]:
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"""
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优先读 OPENAI_API_KEY
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在 HF Space
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"""
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return os.getenv("OPENAI_API_KEY") or os.getenv("STEPFUN_KEY")
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def _pil_to_data_url(img: Image.Image, fmt: str = "PNG") -> str:
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"""
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PIL -> data:image/...;base64,... 字符串(适配 OpenAI 兼容的 image_url
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"""
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buf = io.BytesIO()
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img.save(buf, format=fmt)
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@@ -34,17 +35,29 @@ def _pil_to_data_url(img: Image.Image, fmt: str = "PNG") -> str:
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return f"data:{mime};base64,{b64}"
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def
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"""
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直接请求 StepFun 的 /v1/chat/completions(OpenAI 兼容)。
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"""
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api_key = _get_api_key()
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if not api_key:
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raise
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url = f"{STEPFUN_ENDPOINT.rstrip('/')}/chat/completions"
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headers = {
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@@ -55,85 +68,83 @@ def _post_chat(messages: List[Dict[str, Any]], temperature: float = 0.7, max_tok
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"model": MODEL_NAME,
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"messages": messages,
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"temperature": temperature,
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# StepFun 多数情况下无需强制 max_tokens;需要时再放开
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}
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if max_tokens is not None:
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payload["max_tokens"] = max_tokens
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with httpx.Client(timeout=REQUEST_TIMEOUT) as client:
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resp = client.post(url, headers=headers, json=payload)
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# 让 httpx 抛出更清晰的错误
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resp.raise_for_status()
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data = resp.json()
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# 标准 OpenAI 兼容返回
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try:
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def chat_with_step3(image: Optional[Image.Image], question: str, temperature: float) -> str:
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"""
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Gradio
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"""
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content: List[Dict[str, Any]] = []
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if image is not None:
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data_url = _pil_to_data_url(image, fmt="PNG")
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content.append({"type": "image_url", "image_url": {"url": data_url}})
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return _post_chat(messages, temperature=temperature)
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except httpx.HTTPStatusError as e:
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# 返回服务端 HTTP 错误 + 文本体,便于排查
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try:
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detail = e.response.text
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except Exception:
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detail = repr(e)
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return f"[HTTP {e.response.status_code}] 接口错误:{detail}"
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except Exception as e:
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#
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with gr.Blocks(title="Step3 (StepFun API Demo)") as demo:
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gr.Markdown(
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"""
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# Step3 · 图文对话演示(StepFun OpenAI 兼容接口)
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- 在 **Settings → Variables and secrets** 添加 `OPENAI_API_KEY`(或 `STEPFUN_KEY`)后即可使用
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"""
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)
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with gr.Row():
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image = gr.Image(type="pil", label="上传图片(可选)")
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question = gr.Textbox(label="问题", placeholder="例如:帮我看看这是什么菜,怎么做?")
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temperature = gr.Slider(0.0, 1.5, value=0.7, step=0.1, label="Temperature")
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submit = gr.Button("提交", variant="primary")
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output = gr.Textbox(label="模型回答", lines=
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submit.click(fn=chat_with_step3, inputs=[image, question, temperature], outputs=[output])
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gr.Markdown(
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"""
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-
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- 如需改模型:设置环境变量 `STEPFUN_MODEL`,或在代码顶部修改默认值
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"""
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)
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if __name__ == "__main__":
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#
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demo.launch()
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import gradio as gr
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from PIL import Image
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# ========= 基本配置(可用环境变量覆写)=========
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STEPFUN_ENDPOINT = os.getenv("STEPFUN_ENDPOINT", "https://api.stepfun.com/v1")
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MODEL_NAME = os.getenv("STEPFUN_MODEL", "step-3") # 可改为 step-r1-v-mini
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REQUEST_TIMEOUT = float(os.getenv("REQUEST_TIMEOUT", "60"))
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MAX_CHARS = int(os.getenv("MAX_CHARS", "20000")) # 返回文本最大展示长度
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# ===========================================
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def _get_api_key() -> Optional[str]:
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"""
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优先读 OPENAI_API_KEY(OpenAI 兼容习惯),否则读 STEPFUN_KEY。
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在 HF Space → Settings → Variables and secrets 添加其中一个即可。
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"""
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return os.getenv("OPENAI_API_KEY") or os.getenv("STEPFUN_KEY")
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def _pil_to_data_url(img: Image.Image, fmt: str = "PNG") -> str:
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"""
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PIL.Image -> data:image/...;base64,... 字符串(适配 OpenAI 兼容的 image_url)
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"""
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buf = io.BytesIO()
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img.save(buf, format=fmt)
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return f"data:{mime};base64,{b64}"
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def _truncate(text: str, limit: int = MAX_CHARS) -> str:
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"""
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软截断,避免一次性把超长内容写给前端导致传输异常。
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"""
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if text is None:
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return ""
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if len(text) <= limit:
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return text
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return text[:limit] + "\n\n[输出过长,已截断]"
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def _post_chat(messages: List[Dict[str, Any]], temperature: float = 0.7,
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max_tokens: Optional[int] = None) -> str:
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"""
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直接请求 StepFun 的 /v1/chat/completions(OpenAI 兼容)。
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返回纯字符串,不抛异常,交由上层统一处理。
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"""
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api_key = _get_api_key()
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if not api_key:
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# 不 raise,让 UI 只显示字符串,避免 Uvicorn/h11 生成异常页
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return ("[配置错误] 未检测到 API Key。\n"
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"请到 Space 的 Settings → Variables and secrets 添加:\n"
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" OPENAI_API_KEY=你的 StepFun API Key (或使用 STEPFUN_KEY)")
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url = f"{STEPFUN_ENDPOINT.rstrip('/')}/chat/completions"
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headers = {
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"model": MODEL_NAME,
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"messages": messages,
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"temperature": temperature,
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}
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if max_tokens is not None:
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payload["max_tokens"] = max_tokens
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try:
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with httpx.Client(timeout=REQUEST_TIMEOUT) as client:
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resp = client.post(url, headers=headers, json=payload)
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resp.raise_for_status()
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data = resp.json()
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# 标准 OpenAI 兼容返回
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content = data["choices"][0]["message"]["content"]
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return _truncate(str(content))
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except httpx.HTTPStatusError as e:
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body = e.response.text if e.response is not None else repr(e)
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code = getattr(e.response, "status_code", "?")
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return _truncate(f"[HTTP {code}] 接口错误:\n{body}")
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except Exception as e:
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# 网络/解析/其他错误
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return _truncate(f"[调用失败] {repr(e)}")
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def chat_with_step3(image: Optional[Image.Image], question: str, temperature: float) -> str:
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"""
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Gradio 回调:接收图片与问题文本,返回字符串。
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任何异常都“吃掉”,只返回文本,防止框架层渲染异常页。
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"""
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try:
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# 输入兜底
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if image is None and not question.strip():
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return "请上传一张图片,或至少输入一个问题。"
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content: List[Dict[str, Any]] = []
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if image is not None:
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data_url = _pil_to_data_url(image, fmt="PNG")
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content.append({"type": "image_url", "image_url": {"url": data_url}})
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if question.strip():
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content.append({"type": "text", "text": question.strip()})
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else:
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content.append({"type": "text", "text": "请描述这张图片。"})
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messages = [{"role": "user", "content": content}]
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return _post_chat(messages, temperature=temperature)
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except Exception as e:
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# 再兜一层底,避免任何未捕获异常冒泡
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return _truncate(f"[运行时错误] {repr(e)}")
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# ================== Gradio UI ==================
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with gr.Blocks(title="Step3 (StepFun API Demo)", analytics_enabled=False) as demo:
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gr.Markdown(
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"""
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# Step3 · 图文对话演示(StepFun OpenAI 兼容接口)
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- 在 **Settings → Variables and secrets** 添加 `OPENAI_API_KEY`(或 `STEPFUN_KEY`)后即可使用
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- 后端通过 `https://api.stepfun.com/v1/chat/completions`,不依赖 `openai` SDK
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"""
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)
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with gr.Row():
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image = gr.Image(type="pil", label="上传图片(可选)")
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question = gr.Textbox(label="问题", placeholder="例如:帮我看看这是什么菜,怎么做?")
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temperature = gr.Slider(0.0, 1.5, value=0.7, step=0.1, label="Temperature")
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submit = gr.Button("提交", variant="primary")
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output = gr.Textbox(label="模型回答", lines=12)
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submit.click(fn=chat_with_step3, inputs=[image, question, temperature], outputs=[output])
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gr.Markdown(
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"""
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**小贴士:**
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- 如见到 `[配置错误] 未检测到 API Key`,请检查 Space 的 Secrets
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- 如需改模型:设置环境变量 `STEPFUN_MODEL`,或在代码顶部修改默认值
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- 如输出非常长,会自动做软截断避免传输异常
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"""
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)
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if __name__ == "__main__":
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# 使用队列降低并发写冲突;关闭错误页,避免长 HTML 异常内容触发 h11 的 Content-Length 问题
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demo.queue(concurrency_count=2, max_size=32).launch(show_error=False, quiet=True)
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