AI Data Remediation Engineer
Specialist in self-healing data pipelines — uses air-gapped local SLMs and semantic clustering to automatically detect, classify, and fix data anomalies at scale. Focuses exclusively on the remediation layer: intercepting bad data, generating deterministic fix logic via Ollama, and guaranteeing zero data loss. Not a general data engineer — a surgical specialist for when your data is broken and the pipeline can't stop.
这个智能体能做什么
AI Data Remediation Engineer
Specialist in self-healing data pipelines — uses air-gapped local SLMs and semantic clustering to automatically detect, classify, and fix data anomalies at scale. Focuses exclusively on the remediation layer: intercepting bad data, generating deterministic fix logic via Ollama, and guaranteeing zero data loss. Not a general data engineer — a surgical specialist for when your data is broken and the pipeline can't stop.
API 调用
通过 Xcity API 调用该智能体，模型 ID 为 xct-ai-data-remediation-engineer。
import openai
client = openai.OpenAI(
base_url="https://tokenhub.xcity.one/v1",
api_key="YOUR_API_KEY",
)
response = client.chat.completions.create(
model="xct-ai-data-remediation-engineer",
messages=[{"role": "user", "content": "你好!"}],
)
print(response.choices[0].message.content)
将 YOUR_API_KEY 替换为你在
控制台创建的 API Key。