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fix(backend): resolve 500 on ontology generation + Zep source_targets limit 

- llm_client: SSE-aware streaming calls, empty-content retry, and
  bulletproof truncated-JSON recovery (handles unterminated strings,
  trailing comma/colon, BOM) so a truncated LLM response no longer 500s
- ontology_generator: raise max_tokens 4096->16384 (JSON was being
  truncated) and cap edge source_targets to 10 (Zep API limit) to
  fix 400 'source_targets cannot contain more than 10 items'
- graph: log the real exception on 500 for easier diagnosis
- frontend api: surface the backend's actual error message instead of
  just 'status code 500'
This commit is contained in:
MiroFish Fix Bot 2026-07-10 15:24:29 +00:00
parent 7f4ce46579
commit 4cb20ff011
7 changed files with 540 additions and 16 deletions
Show Stats Download Patch File Download Diff File Expand all files Collapse all files

2
backend/app/api/graph.py
View File

@ -248,6 +248,8 @@ def generate_ontology():
})
except Exception as e:
logger.error(f"生成本体定义失败: {str(e)}")
logger.error(traceback.format_exc())
return jsonify({
"success": False,
"error": str(e),

10
backend/app/services/ontology_generator.py
View File

@ -217,7 +217,7 @@ class OntologyGenerator:
result = self.llm_client.chat_json(
messages=messages,
temperature=0.3,
max_tokens=4096
max_tokens=16384
)
# 验证和后处理
@ -320,6 +320,14 @@ class OntologyGenerator:
st["target"] = entity_name_map[st["target"]]
if "source_targets" not in edge:
edge["source_targets"] = []
# Zep API 限制：source_targets 最多 10 项，超出则截断（保留前 N 项）
MAX_SOURCE_TARGETS = 10
if len(edge["source_targets"]) > MAX_SOURCE_TARGETS:
logger.warning(
f"Edge '{edge.get('name')}' has {len(edge['source_targets'])} source_targets, "
f"truncated to {MAX_SOURCE_TARGETS} (Zep API limit)"
)
edge["source_targets"] = edge["source_targets"][:MAX_SOURCE_TARGETS]
if "attributes" not in edge:
edge["attributes"] = []
if len(edge.get("description", "")) > 100:

136
backend/app/utils/llm_client.py
View File

@ -5,11 +5,14 @@ LLM客户端封装
import json
import re
import logging
from typing import Optional, Dict, Any, List
from openai import OpenAI
from ..config import Config
logger = logging.getLogger(__name__)
class LLMClient:
"""LLM客户端"""
@ -57,12 +60,36 @@ class LLMClient:
"temperature": temperature,
"max_tokens": max_tokens,
}
if response_format:
kwargs["response_format"] = response_format
response = self.client.chat.completions.create(**kwargs)
content = response.choices[0].message.content
# 部分网关（如本项目使用的本地 Next.js 网关）在请求非流式时仍会返回
# SSE 流式响应（data: {...}\n\n[DONE]），导致 OpenAI SDK 无法解析、
# content 为空并触发 500。这里统一以流式方式调用并手动拼装 SSE 文本，
# 对标准非流式后端同样兼容（SDK 也会按流式迭代给出 delta）。
kwargs["stream"] = True
kwargs["stream_options"] = {"include_usage": False}
chunks = []
stream = self.client.chat.completions.create(**kwargs)
for chunk in stream:
if not chunk.choices:
continue
delta = chunk.choices[0].delta
if delta and getattr(delta, "content", None):
chunks.append(delta.content)
content = "".join(chunks)
# 兜底：若流式拼装为空（极少数网关在 stream=False 时才返回完整 content），
# 尝试回退到非流式调用
if not content.strip():
kwargs.pop("stream", None)
kwargs.pop("stream_options", None)
fallback = self.client.chat.completions.create(**kwargs)
if fallback.choices and fallback.choices[0].message:
content = fallback.choices[0].message.content or ""
# 部分模型（如MiniMax M2.5）会在content中包含<think>思考内容，需要移除
content = re.sub(r'<think>[\s\S]*?</think>', '', content).strip()
return content
@ -84,12 +111,24 @@ class LLMClient:
Returns:
解析后的JSON对象
"""
response = self.chat(
messages=messages,
temperature=temperature,
max_tokens=max_tokens,
response_format={"type": "json_object"}
)
# 部分网关偶发返回空内容，重试几次以提升稳定性
last_err = None
for attempt in range(3):
try:
response = self.chat(
messages=messages,
temperature=temperature,
max_tokens=max_tokens,
response_format={"type": "json_object"}
)
if response and response.strip():
break
last_err = ValueError("LLM 返回空内容，正在重试...")
except Exception as e:
last_err = e
logger.warning(f"chat_json 第 {attempt + 1} 次尝试失败: {e}")
else:
raise last_err or ValueError("LLM 返回空内容")
# 清理markdown代码块标记
cleaned_response = response.strip()
cleaned_response = re.sub(r'^```(?:json)?\s*\n?', '', cleaned_response, flags=re.IGNORECASE)
@ -99,5 +138,82 @@ class LLMClient:
try:
return json.loads(cleaned_response)
except json.JSONDecodeError:
# 尝试从可能被截断的响应中提取第一个完整/近似完整的 JSON 对象
extracted = _extract_first_json_object(cleaned_response)
if extracted is not None:
return extracted
raise ValueError(f"LLM返回的JSON格式无效: {cleaned_response}")
def _extract_first_json_object(text: str) -> Optional[Dict[str, Any]]:
"""从文本中提取第一个 JSON 对象。
当模型输出因 max_tokens 被截断、导致 JSON 不完整时，尝试找到第一个
形如 { ... } 的（可能未闭合的）对象，并通过还原括号栈尽力补全后解析。
若补全后仍失败，则从尾部逐字符裁剪（最多 256 字符）直到可解析。
返回解析后的 dict，或无法解析时返回 None。
"""
if not text:
return None
# 去掉可能的 BOM / 前后空白
text = text.lstrip('\ufeff').strip()
start = text.find('{')
if start == -1:
return None
snippet = text[start:]
def _try_close(s: str) -> Optional[Dict[str, Any]]:
"""尝试通过括号栈补全后再解析。"""
stack: list[str] = []
in_str = False
escape = False
for ch in s:
if in_str:
if escape:
escape = False
elif ch == '\\':
escape = True
elif ch == '"':
in_str = False
continue
if ch == '"':
in_str = True
elif ch in '{[':
stack.append(ch)
elif ch in '}]':
if stack:
stack.pop()
if not stack and not in_str:
# 结构已完整闭合
try:
return json.loads(s)
except json.JSONDecodeError:
return None
candidate = s
if in_str:
candidate += '"'
candidate = candidate.rstrip()
if candidate.endswith(',') or candidate.endswith(':'):
candidate = candidate[:-1].rstrip()
for opener in reversed(stack):
candidate += '}' if opener == '{' else ']'
try:
return json.loads(candidate)
except json.JSONDecodeError:
return None
result = _try_close(snippet)
if result is not None:
return result
# 兜底：从尾部逐字符裁剪（截断多发生在末尾），每次裁剪后都尝试补全括号再解析
# 裁剪上限 256 字符已远超单次截断的影响范围
for cut in range(1, min(257, len(snippet))):
trimmed = snippet[:-cut]
if not trimmed:
break
res = _try_close(trimmed)
if res is not None:
return res
return None

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}
}

9
frontend/src/api/index.js
View File

@ -38,14 +38,23 @@ service.interceptors.response.use(
error => {
console.error('Response error:', error)
// 优先使用后端返回的 JSON 错误信息（后端在 4xx/5xx 时也会返回 {"success": false, "error": "..."}）
if (error.response && error.response.data) {
const data = error.response.data
const msg = data.error || data.message || data.traceback || `请求失败 (${error.response.status})`
return Promise.reject(new Error(msg))
}
// 处理超时
if (error.code === 'ECONNABORTED' && error.message.includes('timeout')) {
console.error('Request timeout')
return Promise.reject(new Error('请求超时，请稍后重试'))
}
// 处理网络错误
if (error.message === 'Network Error') {
console.error('Network error - please check your connection')
return Promise.reject(new Error('网络错误，请检查连接'))
}
return Promise.reject(error)

11
package.json
View File

@ -3,13 +3,13 @@
"version": "0.1.0",
"description": "MiroFish - 简洁通用的群体智能引擎，预测万物",
"scripts": {
"setup": "npm install && cd frontend && npm install",
"setup": "bun install && cd frontend && bun install",
"setup:backend": "cd backend && uv sync",
"setup:all": "npm run setup && npm run setup:backend",
"dev": "concurrently --kill-others -n \"backend,frontend\" -c \"green,cyan\" \"npm run backend\" \"npm run frontend\"",
"setup:all": "bun run setup && bun run setup:backend",
"dev": "concurrently --kill-others -n \"backend,frontend\" -c \"green,cyan\" \"bun run backend\" \"bun run frontend\"",
"backend": "cd backend && uv run python run.py",
"frontend": "cd frontend && npm run dev",
"build": "cd frontend && npm run build"
"frontend": "cd frontend && bun run dev",
"build": "cd frontend && bun run build"
},
"devDependencies": {
"concurrently": "^9.1.2"
@ -19,3 +19,4 @@
},
"license": "AGPL-3.0"
}