Codex 技能 · 文档检索

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

为什么团队需要 Felo LiveDoc 构建 AI 知识库

如果文档、PDF、URL 散落各处,没有一个地方可以直接提问,就需要 Felo LiveDoc。

重要文档四散分布

政策、规格、PDF 和 URL 散落各处,没有一个地方可以直接提问。

会话记忆不可靠

再好的聊天记录,也不是适合重复工作使用的稳定知识库。

关键词会错过真实意图

团队需要的是能找到正确段落的语义检索,而不只是关键词命中。

Felo LiveDoc 如何改进 AI 知识库检索

felo-livedoc 把分散的文件和链接整理成一个可以直接提问的知识库,回答有来源可查,不靠模型猜。

  • 知识库管理:可为团队、项目或主题创建、列出、更新和删除具名知识库。
  • 多内容类型:可添加文本、URL、PDF 和上传文件,并自动建立索引。
  • 语义检索:直接提自然语言问题,返回最相关的段落,而不只是关键词命中。
  • 检索前路由:先找出最匹配的资源,再只从这些来源检索,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 AI 知识库的核心能力

这些能力面向那些需要持久知识库、文档依据,以及值得重复使用的可信答案的团队。

知识库管理

可为团队、项目或主题创建、列出、更新和删除具名知识库。

多内容类型

可添加文本、URL、PDF 和上传文件,并自动建立索引。

语义检索

直接提自然语言问题,返回最相关的段落,而不只是关键词命中。

检索前路由

先找出最匹配的资源,再只从这些来源检索,以提升速度。

何时使用 Felo LiveDoc AI 知识库

最适合支持知识库、技术文档、政策检索、研究档案,以及任何依赖稳定来源依据的工作流。

Project docs assistant with felo-livedoc

项目文档助手

场景背景: 用自然语言问题搜索大型技术规范或内部手册。
把我们的产品规范存进知识库,并检索认证要求。
Research library with felo-livedoc

研究资料库

场景背景: 把论文和文章汇集成一个可搜索的 AI 知识库。
在回答前,先把这个支持问题路由到最相关文档。
Policy and HR answers with felo-livedoc

政策与 HR 问答

场景背景: 让重复出现的政策问题都基于官方源文档作答。
把竞品页面加入知识库,后续提取定价策略段落。

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.

为什么团队会持续使用 Felo LiveDoc AI 知识库

团队会持续使用它,是因为有依据的答案依赖可靠的知识库,而不只是一个聪明的模型。

★★★★★
我们的支持和运营团队更信任这些答案,因为每条回复都能追溯到正确的源文档。
Rachel Morgan
Rachel Morgan
★★★★★
人事运营用它来回答政策问题,不再产生另一个充满重复请求的收件箱。
Haruka Tanaka
Haruka Tanaka
★★★★★
它让产品文档在内部变得更加可用,因为工程师可以直接提问,而不是在文件夹里翻找。
Vik Patel
Vik Patel

Felo LiveDoc AI 知识库的关键结果指标

持久
超越单次会话的知识
语义
检索优于精确匹配
多来源
内容摄入
有依据
适合高信任度工作的输出

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.