Question 1

What is Higress.AI?

Accepted Answer

**Higress.AI** is an AI gateway designed to help businesses manage AI agents and LLM APIs efficiently. It offers features like multi-model switching, content security, semantic caching, and token management, making it easier to integrate and optimize AI applications.

Question 2

What are the features of Higress.AI?

Accepted Answer

* **Multi-Model Proxy**: Supports over 100 models and versions, allowing flexible switching and fallback mechanisms.  
* **Content Security & Compliance**: Filters sensitive information in both input and output, ensuring data safety.  
* **Semantic Caching**: Caches similar queries to save tokens and reduce latency.  
* **Token Management**: Tracks and limits token usage to prevent overconsumption.  
* **Traffic Management**: Enables gray releases and cost auditing for AI model traffic.  
* **API Key Balancing**: Distributes API calls evenly to avoid overload.  
* **MCP Server Conversion**: Converts existing RESTful APIs to MCP servers quickly.

Question 3

What are the use cases of Higress.AI?

Accepted Answer

* **Insurance Industry**: Helps companies like **Guotai Insurance** manage large-scale AI traffic securely.  
* **E-commerce Platforms**: Supports businesses like **Lingyizhongwu** in handling long connections and high traffic.  
* **Government Services**: Assists **Zhengcaiyun** in integrating AI efficiently without redundant construction.

Question 4

How to use Higress.AI?

Accepted Answer

1. **Get Started**: Explore the open-source version or upgrade to the enterprise edition.  
2. **Integrate Models**: Use the multi-model proxy to switch between AI providers seamlessly.  
3. **Secure Your Data**: Enable content filtering to ensure compliance and safety.  
4. **Optimize Performance**: Leverage semantic caching and token limits for cost efficiency.  
5. **Monitor Traffic**: Use gray releases and cost auditing to manage AI model usage.

Question 5

What models does Higress.AI support?

Accepted Answer

Higress.AI supports over 100 models and versions, including popular ones like GPT and PaLM.

Question 6

Is Higress.AI open-source?

Accepted Answer

Yes, Higress.AI offers both open-source and enterprise versions.

Question 7

How does Higress.AI handle security?

Accepted Answer

It filters sensitive information in both input and output, ensuring data safety and compliance.

Question 8

Can I convert my existing APIs to MCP servers?

Accepted Answer

Yes, Higress.AI allows quick conversion of RESTful APIs to MCP servers.