odinbot33-oee-knowledge-base

TotalClaw 作者 totalclaw

个人 RAG 知识库：摄取文本/URL/文件，语义搜索与上下文检索。

安装 / 下载方式

TotalClaw CLI推荐

totalclaw install totalclaw:totalclaw~odinbot33-oee-knowledge-base

cURL直接下载，无需登录

curl -fsSL https://skills.taituai.com/api/skills/totalclaw%3Atotalclaw~odinbot33-oee-knowledge-base/file -o odinbot33-oee-knowledge-base.md

## 概述（中文）

个人 RAG 知识库：摄取文本/URL/文件，语义搜索与上下文检索。

## 技能正文

# 🐾 知识库（RAG）— 你的第二大脑

> by Odin's Eye Enterprises — 古老智慧。现代智能。

保存一切，语义召回。基于 SQLite + 嵌入的个人 RAG 知识库。

## 功能

1. **Ingest** — Save text, URLs, files, notes into your 知识库
2. **Query** — Semantic search across everything you've saved
3. **Retrieve** — Get relevant context for any question

## 触发短语

- "remember this"
- "save this to the 知识库"
- "what do I know about"
- "search my notes"
- "KB query"

## 用法

```bash
# 摄取文本
python ingest.py "The key insight from today's meeting was..."

# 从文件摄取
python ingest.py --file notes.md

# 查询知识库
python query.py "What did we discuss about pricing?"

# 完整 KB 管理
python kb.py stats
python kb.py search "topic"
```

## 文件

- `kb.py` — core KB engine (embeddings, storage, retrieval)
- `ingest.py` — CLI for adding content
- `query.py` — CLI for searching
- `kb.db` — SQLite database (auto-created)

## 要求

- Python 3.10+
- `ANTHROPIC_API_KEY` or `OPENAI_API_KEY` for embeddings

## 面向智能体

Save context: `python ingest.py "TEXT"`
Retrieve context: `python query.py "QUESTION"`

<!-- 🐾 Muninn never forgets -->