Back to skills
SKILL.md
Embedding Service Lin A1 Skills Agent
ASecurity文本向量化(Embedding)基础服务。将自然语言转换为高维稠密向量,为语义搜索、聚类分析、推荐系统等下游任务提供核心数据支持。
- 666 stars
- 0 votes
- 0 copies
- 0 views
- Added February 8, 2026
Works with
Security analysis
100/100npx -y skills add majiayu000/claude-skill-registry --skill embedding-service-lin-a1-skills-agent --agent claude-codeAre you the author of Embedding Service Lin A1 Skills Agent?
Add the live security badge to your README. It updates with every re-scan.
[](https://www.skillsdirectory.com/skills/majiayu000-embedding-service-lin-a1-skills-agent)---
name: embedding-service
description: 文本向量化(Embedding)基础服务。将自然语言转换为高维稠密向量,为语义搜索、聚类分析、推荐系统等下游任务提供核心数据支持。
---
## 功能
将输入文本转换为高维向量表示,用于语义相似度计算、聚类分析等下游任务。
## 调用方式
```python
from services.embedding_service.client import EmbeddingServiceClient
client = EmbeddingServiceClient()
# 单个文本向量化
vector = client.embed_query("人工智能") # -> list[float]
# 多个文本向量化
texts = ["机器学习", "深度学习", "自然语言处理"]
vectors = client.embed_documents(texts) # -> list[list[float]]
```
## 返回格式
```json
{
"object": "list",
"data": [
{
"object": "embedding",
"index": 0,
"embedding": [-0.031, -0.016, -0.007, ...]
}
],
"model": "Qwen/Qwen3-Embedding-0.6B"
}
```
Attribution
Comments
Loading comments…
Newsletter
Get the weekly list of safe new skills, and the ones we pulled.