open-index/open-npm huggingface dataset:
npm package: @gogoai/index1
Description: AI memory system for coding agents — code index + cognitive facts, persistent across sessions.
Author: gladego
Latest version: 2.0.4

# @gogoai/index1

AI memory system for coding agents — code index + cognitive facts, persistent across sessions.

This npm package is a **Node.js wrapper** that auto-installs and forwards to the Python `index1` CLI. It lets you use `npx index1` without manually installing Python packages.

## Quick Start

```bash
npx @gogoai/index1 index ./src    # Index your project
npx @gogoai/index1 serve          # Start MCP Server
npx @gogoai/index1 setup          # One-click Claude Code plugin install
```

Or install globally:

```bash
npm i -g @gogoai/index1
index1 search "how does auth work"
```

## How it works

1. Checks if `index1` Python CLI is already installed
2. If not, auto-installs via `pipx` / `pip3` / `pip`
3. Forwards all arguments to the Python CLI

## What is index1?

index1 gives AI coding agents **persistent memory**:

| Module | Memory Type | What it stores |
|--------|-------------|---------------|
| **corpus/** | Semantic memory | Code index — files, functions, classes |
| **cognition/** | Episodic memory | Cognitive facts — lessons, decisions, bug causes |

### Key features

- **Hybrid search**: BM25 + vector, fused with RRF
- **Built-in ONNX embedding** (bge-small-en-v1.5) — vector search works out of the box
- **6 MCP tools**: recall, learn, read, status, reindex, config
- **Structure-aware chunking**: Python, Rust, JavaScript, Markdown, plain text
- **CJK optimized**: Chinese/Japanese/Korean with dynamic weight tuning
- **Graceful degradation**: No embedding service? Falls back to BM25-only

### MCP Setup

Add to your `.mcp.json`:

```json
{
  "mcpServers": {
    "index1": {
      "type": "stdio",
      "command": "index1",
      "args": ["serve"]
    }
  }
}
```

Or use one-click setup: `index1 setup`

## Requirements

- Node.js >= 16 (for this wrapper)
- Python >= 3.10 (auto-installed dependency)
- ONNX embedding built-in — vector search works out of the box
- [Ollama](https://ollama.ai) (optional, for enhanced multilingual/CJK support)

## Also available as

- **PyPI**: `pip install index1`
- **GitHub**: [gladego/index1](https://github.com/gladego/index1)
- **Claude Code Marketplace**: [gladego/index1-plugins](https://github.com/gladego/index1-plugins)
- **ClawHub**: `clawhub install index1`

## License

[Apache-2.0](https://github.com/gladego/index1/blob/main/LICENSE)
npm package: @gogobyte_security/labelu-image
Description: Image annotation tool for GoGoByte Security
Author: GoGoByteSecurity
Latest version: 1.1.0

# `@gogobyte_security/labelu-image`

[![npm](https://img.shields.io/npm/v/%40gogobyte_security/labelu-image.svg)](https://www.npmjs.com/package/@gogobyte_security/labelu-image)

Image annotation engine for GoGoByte Security

Try it out at [gogobyte-security.github.io/labelU-Kit/](https://github.com/GoGoByte-Security/labelU-Kit/tree/main/packages/image)

## Usage

```bash
npm install @gogobyte_security/labelu-image
```

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