# genpark-payload-filtered-hnsw-vector-similarity-engine-skill

> genpark-payload-filtered-hnsw-vector-similarity-engine-skill — alphaparkinc-genpark-payload-filtered-hnsw-vector-similarity-engine-skill. Use this tool when you need to efficiently search and find similar vectors in high-dimensional spaces, solving problems like duplicate detection, recommendation systems, and semantic search. It takes in vector embeddings and query parameters as inputs and outputs a list of similar vectors, allowing for filtering and quantization for optimized performance. Ideal for applications requiring fast and accurate similarity searches, such as natural language processing and computer vision tasks.

Canonical page: https://skillsregistry.net/skills/alphaparkinc-genpark-payload-filtered-hnsw-vector-similarity-engine-skill  
JSON: https://api.skillsregistry.net/v1/skills/alphaparkinc-genpark-payload-filtered-hnsw-vector-similarity-engine-skill

## Description

Payload filtered HNSW vector similarity engine with quantization (Qdrant style)

## Trust

- **Trust score (0–1):** 1.00
- **Verification tier:** verified
- **Last scanned:** 2026-09-28

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** container
- **Runtime environment:** vm
- **Updated:** 2026-09-28

## Source

- **Source listing:** [GitHub](https://github.com/alphaparkinc/genpark-payload-filtered-hnsw-vector-similarity-engine-skill)

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "alphaparkinc-genpark-payload-filtered-hnsw-vector-similarity-engine-skill"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/alphaparkinc-genpark-payload-filtered-hnsw-vector-similarity-engine-skill` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/alphaparkinc-genpark-payload-filtered-hnsw-vector-similarity-engine-skill/pull`

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SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt