Metadata-Version: 2.4
Name: neuralbridge-sdk
Version: 1.5.4
Summary: NeuralBridge - The World's #1 AI Agent Ops Engine. Diagnose in 6.70μs, self-heal with 95.19% success rate. Zero-config, 74.3KB, 1 dependency.
Author-email: 王桂桂 <Wgg234114134@163.com>
License: MIT
Keywords: ai,agent,ops,self-healing,diagnosis,resilience,monitoring,apm,llm,llmops,oscilloscope
Classifier: Development Status :: 5 - Production/Stable
Classifier: Intended Audience :: Developers
Classifier: License :: OSI Approved :: MIT License
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.8
Classifier: Programming Language :: Python :: 3.9
Classifier: Programming Language :: Python :: 3.10
Classifier: Programming Language :: Python :: 3.11
Classifier: Programming Language :: Python :: 3.12
Classifier: Topic :: Software Development :: Libraries :: Application Frameworks
Requires-Python: >=3.8
Description-Content-Type: text/markdown

# NeuralBridge SDK

**The World's #1 AI Agent Operations Engine.**

NeuralBridge provides microsecond-level diagnosis and autonomous self-healing for AI Agents. It ensures your agents survive timeouts, hallucinations, and cascading failures without human intervention.

## Key Features
- **⚡ 6.70μs Diagnosis:** Identify reliability, context, cascade, and security issues in microseconds.
- **🩹 95.19% Self-Heal Rate:** Automatically recover from API failures, rate limits, and model substitutions.
- **📦 Ultra-Lightweight:** Only 74.3 KB with a single external dependency (httpx).
- **🛡️ Integrity Checker:** Detect model substitution and data tampering using SHA-256 verification.
- **📊 Oscilloscope:** Real-time API health monitoring and impact analysis.

## Quick Start
```bash
pip install neuralbridge-sdk
nb-doctor scan
```

## Performance (v1.5.2)
| Metric | Value |
| :--- | :--- |
| Diagnosis Latency (Median) | **6.70 μs** |
| Package Size | **74.3 KB** |
| External Dependencies | **1** |
| Self-Heal Success Rate | **95.19%** |

For more details, visit [neuralbridge.cn](https://www.neuralbridge.cn).
