Jina Python Packages

web-forager

A search-and-fetch toolkit for AI agents, available as an MCP server and as standalone Agent Skills

duckduckgo-mcp

A search-and-fetch toolkit for AI agents, available as an MCP server and as standalone Agent Skills

finetuner

:dart: Task-oriented embedding tuning for BERT, CLIP, etc.

jina-cli

All Jina AI APIs as Unix CLI commands. Search, read, embed, rerank - with pipes.

llm-embed-jina

Embedding models from Jina AI

carag

An efficient python library for building AI applications using the Retrieval-Augmented Generation (RAG) pipeline.

finetuner-client

Finetuner allows one to tune the weights of any deep neural network for better embeddings on search tasks.

py-multi-agent-search

Async Python library for querying multiple search providers in parallel