# zvec-local-rag-service

> zvec-local-rag-service — emre-koc-zvec-local-rag-service. Use this tool when you need to enable fast and accurate semantic search capabilities locally, solving problems such as efficient information retrieval and knowledge discovery. It operates by taking in text-based queries and returning relevant results, leveraging zvec and Ollama embeddings for intelligent search functionality. Ideal for use cases requiring always-on, low-latency semantic search, such as research, data analysis, or question-answering applications.

Canonical page: https://skillsregistry.net/skills/emre-koc-zvec-local-rag-service  
JSON: https://api.skillsregistry.net/v1/skills/emre-koc-zvec-local-rag-service

## Description

Operate an always-on local semantic-search service using zvec + Ollama embeddings.

## Trust

- **Trust score (0–1):** 0.65
- **Verification tier:** scanned
- **Last scanned:** 2026-05-22

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** instructions
- **Runtime environment:** llm
- **Category:** ai-ml
- **Updated:** 2026-09-13

## Source

- **Source listing:** [ClawHub](https://clawskills.sh/skills/emre-koc-zvec-local-rag-service)

## 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": "emre-koc-zvec-local-rag-service"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/emre-koc-zvec-local-rag-service` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/emre-koc-zvec-local-rag-service/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