Codex 技能 · 文件檢索

Felo LiveDoc Codex 技能

Felo LiveDoc gives Codex a persistent RAG layer over your private documents, PDFs, and URLs. Build a knowledge base once and query it across sessions so your terminal agent stops relying on re-pasted context.

Codex Private knowledge retrieval
felo livedoc retrieve support-knowledge --query "What are the SSO requirements?"
Connecting the skill to live workflow context...
Processing the request and preparing usable output...
Result ready for the next step in your workflow.

Built for Codex users who need grounded answers from private documents, not just model memory or one-off context.

Codex skill
document retrieval & RAG
npm install
one-command setup
Persistent
knowledge across sessions
Semantic
retrieval over keyword matching

為什麼團隊需要 Felo LiveDoc 做知識庫檢索

如果沒有一層能跨工作階段保留內容的檢索層,規格文件、PDF、URL 與內部資料就會一直分散。

重要文件四散分布

政策、規格、PDF 與 URL 分散在太多地方,沒有共用檢索層。

工作階段記憶不可靠

再好的聊天紀錄,也不是適合重複工作使用的穩定知識庫。

關鍵字會錯過真實意圖

團隊需要的是能找到正確段落的語義檢索,而不只是關鍵字命中。

Felo LiveDoc 如何改進知識庫檢索

felo-livedoc 會把分散的檔案與連結變成持久的語義知識庫,讓回答、備忘與支援工作都建立在可信材料之上。

  • 知識庫管理:可為團隊、專案或主題建立、列出、更新與刪除具名 LiveDoc。
  • 多內容類型:可新增文字、URL、PDF 與上傳檔案,並自動建立索引。
  • 語義檢索:直接提自然語言問題,傳回最相關的段落,而不只是關鍵字命中。
  • 檢索前路由:先找出最匹配的資源,再只從這些來源檢索,以提升速度。
1
InstallAdd the skill to the environment where the team already works
2
AskUse natural language or the matching CLI command
3
ProcessLet the skill perform the specialized task cleanly
4
ReusePass the result into the next workflow step

Install the Felo LiveDoc skill in Codex

Use npm to install the full Felo skill pack, or copy just felo-livedoc into your Codex skills directory for a focused setup.

How to install the Felo LiveDoc skill in Codex

Codex

Give Codex a persistent document retrieval layer so your agent can query private knowledge bases, internal docs, and stored references without re-pasting context every session.

# Install all Felo skills globally npm install -g felo-ai # Or install this skill manually git clone https://github.com/Felo-Inc/felo-skills.git cd felo-skills cp -r felo-livedoc ~/.codex/skills/
Read Felo API Docs

Felo LiveDoc 技能的核心能力

這些能力面向那些需要持久知識、文件依據,以及值得重複使用的可信答案的團隊。

知識庫管理

可為團隊、專案或主題建立、列出、更新與刪除具名 LiveDoc。

多內容類型

可新增文字、URL、PDF 與上傳檔案,並自動建立索引。

語義檢索

直接提自然語言問題,傳回最相關的段落,而不只是關鍵字命中。

檢索前路由

先找出最匹配的資源,再只從這些來源檢索,以提升速度。

何時使用 Felo LiveDoc 技能

最適合支援知識、技術文件、政策檢索、研究檔案,以及任何依賴穩定來源依據的工作流。

Project docs assistant with felo-livedoc

專案文件助理

場景背景: 用自然語言問題搜尋大型技術規格或內部手冊。
把我們的產品規格存進 LiveDoc,並檢索認證要求。
Research library with felo-livedoc

研究資料庫

場景背景: 把論文與文章匯集成一個可搜尋的 AI 知識庫。
在回答前,先把這個支援問題路由到最相關文件。
Policy and HR answers with felo-livedoc

政策與 HR 問答

場景背景: 讓重複出現的政策問題都基於官方來源文件作答。
把競品頁面加入 LiveDoc,後續擷取定價策略段落。

Get the Felo LiveDoc skill running in Codex in 3 steps

Install the skill, set your API key, and start building a queryable knowledge base from your own documents.

1

Install via npm or copy the folder

Run npm install -g felo-ai for the complete skill set, or clone the repo and copy felo-livedoc into ~/.codex/skills/ for a standalone install.

2

Export your Felo API key

Set FELO_API_KEY in your shell environment so the skill can connect to the document indexing and retrieval backend.

3

Create and query a knowledge base

Ask Codex to create a LiveDoc from your files or URLs, then query it with natural-language questions and get grounded answers tied to the source material.

為什麼團隊會持續使用 Felo LiveDoc 技能

團隊會持續使用它,是因為有依據的答案依賴可靠的文件層,而不只是一個聰明的模型。

★★★★★
我們的支援與營運團隊更信任這些答案,因為每則回覆都能追溯到正確的來源文件。
Rachel Morgan
Rachel Morgan
★★★★★
人事營運用它來回答政策問題,不再產生另一個充滿重複請求的收件匣。
Haruka Tanaka
Haruka Tanaka
★★★★★
它讓產品文件在內部變得更加可用,因為工程師可以直接提問,而不是在資料夾裡翻找。
Vik Patel
Vik Patel

Felo LiveDoc 技能的關鍵結果指標

持久
超越單次工作階段的知識
語義
檢索優於精確匹配
多來源
內容攝入
有依據
適合高信任度工作的輸出

Felo LiveDoc Codex skill FAQ

How do I install the Felo LiveDoc skill in Codex?
Run npm install -g felo-ai to get all Felo skills at once, or copy the felo-livedoc folder to ~/.codex/skills/. Then export your FELO_API_KEY environment variable.
What types of documents can I index?
You can add text, URLs, PDFs, and uploaded files. The skill indexes them automatically so you can query with natural-language questions.
Does the knowledge base persist between Codex sessions?
Yes. Once you create a LiveDoc, it stays available across sessions until you delete it. No need to re-upload or re-index.
When should I use LiveDoc instead of Felo Search in Codex?
Use LiveDoc when the source of truth is your own stored documents. Use Felo Search when you need current public information from the live web.

Give Codex a private knowledge base with Felo LiveDoc

Install felo-livedoc so Codex can build, manage, and query persistent document collections for grounded answers.

One API key covers every Felo skill in Codex. Build a knowledge base once and query it whenever your agent needs grounded answers.