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A minimal Typer-based CLI for kbase.

Project description

kbase

最小可安装的 Typer 命令行项目骨架。

安装

# 方式 1:同步项目依赖(含开发依赖)
uv sync --extra dev

# 方式 2:可编辑安装
uv pip install -e ".[dev]"

开发

uv run pytest tests/test_cli_help.py -q

使用

kbase --help
kbase version

文档

  • docs/打包与交付(kbase-cli).md:打包交付给他人使用的完整流程(含依赖安装、.env、检查点)
  • docs/发布到PyPI(kbase-cli).md:发布到 PyPI 的标准流程(对齐 scripts/build.*scripts/publish_pypi.*

最小化适配(mineru-cloud 默认)

当前默认解析器为 mineru-cloud,保持现有 CLI 体验不变,仍使用:

  • kbase kb create/use/list
  • kbase add file/dir
  • kbase ask

最小环境变量(推荐)

# 必填:MinerU Cloud
export MINERU_API_TOKEN="your_mineru_token"

# 必填:LLM
export LLM_API_KEY="your_llm_key"
export LLM_BASE_URL="https://your-openai-compatible-base-url/v1"
export LLM_MODEL="gpt-4o-mini"
export VISION_MODEL="gpt-4o-mini"

# Embedding(默认在线)
export EMBED_PROVIDER="online"
export EMBED_MODEL="text-embedding-3-large"
export EMBED_DIM="3072"
export EMBED_BASE_URL="$LLM_BASE_URL"
export EMBED_API_KEY="$LLM_API_KEY"

可选:本地 Ollama bge-m3

export EMBED_PROVIDER="ollama"
export EMBED_BASE_URL="http://localhost:11434/v1"
export EMBED_MODEL="bge-m3"
export EMBED_DIM="1024"
export EMBED_API_KEY="ollama"

端到端命令示例

# 1) 初始化
kbase init

# 2) 创建并切换知识库
kbase kb create mykb --use

# 3) 入库目录(支持 pdf/doc/docx/ppt/pptx/图片)
kbase add dir "/Users/you/Desktop/test-docs" --recursive

# 4) 提问
kbase ask "请总结这个目录里的核心结论"

新增诊断与可观测命令

查看生效配置(脱敏)

kbase config show

输出会脱敏展示 LLM_API_KEY / MINERU_API_TOKEN / EMBED_API_KEY,用于排查配置是否生效。

查看知识库状态(增强)

kbase status

status 现在会展示:

  • docs:文档数量
  • chunks:总块数
  • doc_status_success/failed/pending:处理状态分布
  • parse_cache_entries:解析缓存条目
  • storage_files:存储文件数
  • last_updated:最近更新时间

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