Communitygithub.com

透過 Kotaemon 與私有文件集合進行對話

運行自託管的 Kotaemon 文件問答工作流程,讓智能體能夠索引私有檔案、提出基於事實的問題,並返回帶有引用的答案。

透過 Kotaemon 與私有文件集合進行對話 是什麼?

此技能允許 AI 智能體(例如 Claude Code、Codex 或 Cursor)透過自託管的 [Kotaemon](https://github.com/Cinnamon/kotaemon) 框架,對私有文件集合進行問答。Kotaemon 支援多種文件格式(PDF、HTML、Word 等)的索引,並為 LLM 查詢提供基於引用的答案。此技能對於在敏感或專有資料上需要可驗證輸出的開發者特別有用,因為所有答案都附有來源引用。它支援 Docker 部署(推薦)或原生 Python 環境,並可與 OpenAI、Azure OpenAI、Cohere 等雲端 LLM 供應商以及透過 Ollama 或 llama-cpp-python 執行的本地模型搭配使用。工作流程涵蓋從安裝 Kotaemon、索引文件,到透過 Gradio 使用者介面或程式化地提出問題並接收引用答案的完整過程。

相容平台~Claude Code✓Codex CLI~Cursor
npx skills add https://github.com/agentskillexchange/skills/tree/main/skills/chat-with-private-document-collections-through-kotaemon

在你喜歡的 AI 中提問

開啟一個已預先載入此 Agent Skill 的新對話。

預覽

來自技能 README

Python 3.10+
透過 Kotaemon 與私有文件集合進行對話 preview

說明文件

透過 Kotaemon 與私有文件集合進行對話 是做什麼的?

運行自託管的 Kotaemon 文件問答工作流程,讓智能體能夠索引私有檔案、提出基於事實的問題,並返回帶有引用的答案。

先決條件

Docker 或 Python 環境、Kotaemon、要索引的文件集合、已設定的 LLM 提供者或本地模型(例如 Ollama)

安裝

使用符合您環境的上游安裝或設定路徑:

  • Docker:可選,如果您使用 Docker 安裝
  • docker run \
  • docker run <...> ghcr.io/cinnamon/kotaemon:main-ollama
  • docker run <...> ghcr.io/cinnamon/kotaemon:main-lite

來自上游的需求與注意事項:

  • Python 3.10+
  • 支援多種 LLM:相容於 LLM API 供應商(OpenAI、AzureOpenAI、Cohere 等)和本地 LLM(透過 ollama 和 llama-cpp-python)。

基本使用或入門須知:

文件

來源

Individual skills in this repo

This repo contains 20 individual skills — each has its own dedicated page.

Academic Paper Citation Network Mapper

Builds citation networks from Semantic Scholar API and CrossRef DOI metadata. Visualizes paper influence graphs using NetworkX, identifies seminal works, and tracks research lineage across fields.

ACF Custom Fields REST Exposer

Exposes Advanced Custom Fields data through the WordPress REST API using register_rest_field and acf_format_value. Handles repeater fields, flexible content layouts, and gallery fields with proper serialization.

ACF Extended for Advanced Custom Fields Workflows

An ASE skill built around ACF Extended, the WordPress enhancement suite for Advanced Custom Fields that adds field types, admin improvements, front-end forms, options pages, and developer tooling. It is a practical fit for agents working inside complex WordPress content models and custom field workflows.

ACF to Gutenberg Block Migrator

Converts Advanced Custom Fields field groups into native Gutenberg blocks using the ACF Block API v2 and @wordpress/scripts build pipeline. Maps ACF repeaters, groups, and flexible content to InnerBlocks and block attributes with server-side rendering via acf_register_block_type().

Activepieces Open Source Workflow Automation

Activepieces is an open-source, self-hostable workflow automation platform with 200+ integrations. It provides a visual builder for creating automated workflows and exposes all its connectors as MCP servers for AI agent use.

ActivityWatch Cross-Platform Automated Time Tracker and Producti

ActivityWatch is a privacy-first, open-source automated time tracker that records application usage, browser activity, and AFK status across Windows, macOS, and Linux. With 16k+ GitHub stars, it provides detailed productivity analytics without sending data to external servers.

act Local GitHub Actions Runner

act is an open-source CLI tool that runs GitHub Actions workflows locally using Docker, enabling fast feedback on workflow changes without pushing to GitHub. It is a standard tool for local Actions development and testing.

Add a browser review checkpoint before risky agent actions with

Use AgentClick when an agent should pause before risky commands, plans, drafts, or code changes so a human can inspect, edit, approve, or reject them in a purpose-built browser UI.

Add Claude design-system and accessibility workflows with UX/UI

Use UX/UI Agent Skills when Claude should generate tokens, component specs, accessibility audits, and framework-specific UI code from a repeatable design workflow.

Add executable smoke tests for shell scripts and CLIs before ref

Use Bats-core when an agent needs to turn fragile shell scripts or command-line workflows into something it can verify repeatedly after edits. The agent writes focused Bash tests for success paths, failure paths, and output contracts, then runs them locally or in CI before a refactor, release, or incident fix goes out.

Add graph-backed memory and context retrieval to agent workflows

Use Cognee to ingest project knowledge into graph and vector memory so agents can retrieve durable context across sessions and workflows.

Add IDE-style semantic code navigation and symbol-safe refactors

Give a coding agent symbol-aware lookup, cross-file rename, and structural edit tools before it starts making brittle text-only changes.

Add managed long-term memory to LangGraph agents with LangMem

Give LangGraph agents memory management and search tools so they can store, retrieve, and update durable facts across sessions.

Add multimodal lifelong memory to MCP and Python agents with Sim

Use SimpleMem to store, compress, index, and retrieve text or multimodal memories for agents through MCP or Python integrations.

Add persistent project memory and hook-driven synthesis with Cla

Keep Claude Code sessions grounded in prior decisions, project context, and daily handoff notes instead of starting from zero every time.

Add Postgres-native vector retrieval to agent and RAG workflows

Store embeddings beside application data in Postgres, create vector indexes, and query nearest neighbors for semantic search, RAG, recommendations, or agent memory retrieval.

Address GitHub PR review comments from the current branch with g

Find the open PR for the current branch, gather unresolved review comments, and drive a focused comment-resolution workflow with gh-authenticated context.

Add runtime guardrails to TypeScript agents with VoltAgent

Use VoltAgent to intercept, validate, and enforce input/output policies in TypeScript agent workflows.

Add temporal context memory to agent workflows with Zep

Use Zep as an external context layer for agents that need to store events, assemble temporal graph context, and retrieve relevant memory before model calls.

Adobe Firefly API Batch Image Generator

Calls Adobe Firefly

相關技能