# Vector-Forge

> Vector-Forge — k3tamaa-vector-forge. Use this tool when you need to unlock intelligent document understanding and semantic search capabilities. Vector-Forge solves problems related to information retrieval and document analysis by providing explainable and modular search functionality. It takes in documents and queries as input and outputs relevant search results and explanations, ideal for use cases requiring precise and transparent information retrieval.

Canonical page: https://skillsregistry.net/skills/k3tamaa-vector-forge  
JSON: https://api.skillsregistry.net/v1/skills/k3tamaa-vector-forge

## Description

Deliver intelligent document understanding and explainable semantic search with a modular, locally hosted Retrieval-Augmented Generation system.

## Trust

- **Trust score (0–1):** 1.00
- **Verification tier:** verified
- **Last scanned:** 2026-09-19

## Facts

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

## Source

- **Source listing:** [GitHub](https://github.com/K3Tamaa/Vector-Forge)

## 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": "k3tamaa-vector-forge"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/k3tamaa-vector-forge` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/k3tamaa-vector-forge/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