Skip to content

SearchJina AI

Jina AI

Search-foundation APIs — Reader, embeddings, and reranker — for grounding LLMs.

Categories
SearchData Ops
Pricing
FREEMIUM
Source
Open core
Hosting
Cloud
Platforms
API
Models
Self-contained (on-device)
Verified
Jun 8, 2026

A suite of search-foundation APIs for retrieval and RAG: a Reader that turns any URL or web search into LLM-ready markdown, multilingual multimodal embeddings, and a reranker. One key spans every service, the Reader is open source, and the embedding models are also released as open weights for self-hosting.

Capabilities 4

What it actually does — grouped by capability family.

  • Web scraping (primary capability)
  • Embeddings (primary capability)
  • Vector search (secondary capability)
  • RAG pipeline (secondary capability)

Pros & cons

  • One key spans Reader, embeddings, reranker
  • Reader: URL to clean markdown instantly
  • Open-source Reader + open-weight embeddings
  • Strong multilingual embeddings/reranker
  • Acquired by Elastic (Oct 2025); roadmap may shift
  • Free Reader tier is rate-limited
  • Hosted APIs metered by tokens
  • Narrower than full scraping suites

Tags

Further reading

View all Search
  • View Firecrawl details
    Data OpsFREEMIUMOpen core

    Firecrawl

    Firecrawl

    Turn any website into clean, LLM-ready data — scrape, crawl, search.

    A web data API for AI — scrape, crawl, map, and search pages into clean markdown or structured JSON, handling proxies, anti-bot, and JS rendering for you. Open-source core (AGPL) plus a hosted service; a default web-ingestion layer for agents and RAG pipelines.

    Clean markdown / structured JSON output
    AGPL license constrains redistribution
    • web-scraping
    • crawling
    • rag
    • open-source
  • View Exa details
    SearchFREEMIUM

    Exa

    Exa Labs

    Neural search API. Find pages by meaning, not keywords.

    Semantic search engine that indexes the open web with embeddings — pass a description, get matching pages. Strong for research-style queries and find-similar workflows; formerly known as Metaphor.

    Semantic 'find pages like this' retrieval
    Index narrower than Google-scale crawlers
    • semantic-search
    • neural
    • research
    • api
  • View Tavily details
    SearchFREEMIUM

    Tavily

    Tavily

    Web search API built for LLM agents and RAG pipelines.

    Search-as-a-tool for LLM agents — returns scrape-friendly results tuned for retrieval rather than ranking. Native integrations across LangChain, LangGraph, CrewAI, and the major agent surfaces.

    Retrieval-tuned, scrape-ready results
    Not a general consumer search
    • search-api
    • agents
    • rag
    • tool-use
  • View Mixedbread details
    SearchFREEMIUM

    Mixedbread

    Mixedbread

    Managed multimodal search over your text, PDFs, images, and video.

    A fully managed search engine that indexes text, PDFs, tables, images, and video across 100+ languages without hand-tuning embeddings or a multi-stage pipeline. The Berlin team is best known for its open-source mxbai embedding and reranking models, which the hosted product builds on. Access it via dashboard, Python/TypeScript SDKs, or MCP.

    Fully managed, no infra to run
    Managed search is closed/commercial
    • search
    • retrieval
    • embeddings
    • multimodal