| name | jina.quickstart |
| description | Agent workflow for using Jina AI CLI commands for search, reading web content, embeddings, and reranking. |
| tags | jina,search,embeddings,rerank,reader,ai,web-search,scraping |
jina Quickstart
Use this when AI agents need to search the web, read web pages, generate embeddings, or rerank results using Jina AI APIs.
1) Install plugin and dependency
supercli plugins learn jina
pip install jina-cli
jina --version
supercli plugins install ./plugins/jina --json
2) Validate CLI wiring
jina --version
supercli jina self version
supercli plugins doctor jina --json
3) Core command patterns
Self commands
supercli jina self version
Search
supercli jina search run "artificial intelligence trends" --limit 10
Reader
supercli jina reader read https://example.com --format text
supercli jina reader read https://example.com --format markdown
Embeddings
supercli jina embed run "Text to embed" --model jina-embeddings-v3
Rerank
supercli jina rerank run "query" '["doc1", "doc2", "doc3"]' --model jina-reranker-v2-base-multilingual
4) Piping support
jina CLI supports Unix-style pipes for chaining operations:
cat urls.txt | jina reader
curl -s https://example.com | jina embed
5) Common workflows
Web content extraction pipeline
- Search for relevant pages:
supercli jina search run "AI news"
- Read content from top results:
supercli jina reader read <url>
- Generate embeddings for analysis:
supercli jina embed run <content>
Search results reranking
- Get initial search results
- Rerank with query:
supercli jina rerank run "exact query" '<json-array-of-results>'
6) Safety levels
| Command | Level | Description |
|---|
self version | safe | Read-only version check |
search run | safe | Read-only web search |
reader read | safe | Read-only content extraction |
embed run | safe | Read-only embedding generation |
rerank run | safe | Read-only reranking |
All jina commands are safe — they only read and process data.
