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LightRAG Search Skill

Search and manage knowledge bases using LightRAG API. Supports multiple servers, context-aware writing, and direct information retrieval. Use when the user want

Introduction

# LightRAG Skill

This skill allows you to interact with one or more LightRAG API servers. You can perform queries in various modes (local, global, hybrid, mix, naive) and use the retrieved context for further processing.

## Configuration

The skill uses a configuration file at `~/.lightrag_config.json` to store server details. Format: ```json { "servers": { "alias1": { "url": "http://server1:9621", "api_key": "optional_key" }, "alias2": { "url": "http://server2:9621", "api_key": "optional_key" } }, "default_server": "alias1" } ```

## Workflows

### 1. Direct Search To find information, use `scripts/query_lightrag.py`. Modes: `local`, `global`, `hybrid`, `mix`, `naive`.

### 2. Using Context for Writing To use a knowledge base as context (e.g., for a test or article): 1. Run `query_lightrag.py` with the `--only-context` flag. 2. Pass the resulting context to your writing task/model.

## Reference See [API_DOCS.md](references/API_DOCS.md) for endpoint details.

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