The world's

most

connected

most

accurate

easiest-to-use

fastest-to-deploy

most

connected

most

accurate

easiest-to-use

fastest-to-deploy

RAG-as-a-Service.

Fully managed multimodal RAG-as-a-Service for developers.

Ragie Multimodal RAG Engine graphic chip

Best-in-class indexing and retrieval

Powered by the most advanced RAG engine, Ragie delivers fast, accurate, and context-rich retrieval through structured chunking, multi-layered indexing, and LLM-aware optimizations — built for production-grade generative AI.

explore ragie’s advanced rag engine
Parsing
Normalizes inputs across formats like PDFs, DOCs, HTML, and media — creating consistent, structured data ready for processing.
Extraction
Identifies key signals like entities, metadata, and boundaries — laying the groundwork for high-quality, context-aware retrieval.
Chunking
Segments content into logically grouped chunks using type-specific strategies — preserving context and improving recall.
Indexing
Builds vector, keyword, and summary indexes — enabling semantic search, keyword retrieval, and hierarchical high-level recall.
Retrieval
Combines multi-index recall with precision re-ranking — delivering grounded, context-rich results for any LLM.

Made for engineers, by engineers

1// Install ragie client first: npm i ragie
2
3import { Ragie } from "ragie";
4
5const ragie = new Ragie({ auth: process.env.RAGIE_API_KEY });
6
7const document = await ragie.documents.createRaw({
8  data: "Hello, world!",
9});
10
11while (true) {
12  const doc = await ragie.documents.get({ documentId: document.id });
13  if (doc.status === "ready") break;
14}
15
16const retrieval = await ragie.retrievals.retrieve({ query: "Hello, world!" });
1# Install ragie client first: pip install ragie
2
3import os
4from ragie import Ragie
5
6ragie = Ragie(auth=os.environ.get("RAGIE_API_KEY"))
7
8document = ragie.documents.create_raw(request={"data": "Hello, world!"})
9
10while True:
11    doc = ragie.documents.get(document_id=document.id)
12    if doc.status == "ready":
13        break
14
15retrieval = ragie.retrievals.retrieve(request={"query": "Hello, world!"})
1#!/bin/bash
2
3curl -s -X POST "https://api.ragie.ai/documents/raw" \
4  -H "Authorization: Bearer ${RAGIE_API_KEY}" \
5  -H "Content-Type: application/json" \
6  -d '{"data": "Hello, world!"}'
7
8# Wait a second or two for the document to be ready
9sleep 2
10
11curl -s -X POST "https://api.ragie.ai/retrievals" \
12  -H "Authorization: Bearer ${RAGIE_API_KEY}" \
13  -H "Content-Type: application/json" \
14  -d '{"query": "Hello, world!"}'
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SDKs
Ragie’s SDKs help developers get started quickly—whether importing data, running pipelines, or building interfaces. Supporting Python, TypeScript, and REST, they simplify integration and give full control over your RAG workflows.
REad the docs
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Open source tools and apps
Build, test, and scale RAG workflows faster with open source tools built for real-world development. From ingestion to context serving and prompt testing, Ragie has everything you need to go from prototype to production.
See tools and apps
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Documentation
Built for builders. Ragie’s docs are thorough, intuitive, and written by developers for developers. From quick starts to deep dives, you'll find clear guidance and real examples—all designed for a great developer experience.
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connectors

Seamlessly connect data to your application in minutes with Ragie connectors

Chat with your data - Gmail and SlackConnector - Amazon S3
Ai Tools for OneDrive and JiraConnectors - Ai Assistants - Notion GoogleConnector Icon
Connect and chat with Hubspot using RagieConnect and chat with SalesforceResearch on Confluence and Dropbox

Deploy in minutes, not months

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Seamless data ingest with built-in authentication and authorization

Ragie’s fully-managed connectors handle authentication and authorization to securely access data from popular data sources, freeing up precious engineering time and resources.

Seamless data ingest with built-in authentication and authorization
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Automatic syncing keeps data up to date

Automatic syncing keeps your RAG pipeline up to date, ensuring your application delivers accurate and reliable information around the clock.

Automatic syncing keeps data up to date
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Growing library of native integrations

Purpose-built for AI applications, Ragie’s growing list of native connectors allow seamless integration with the most popular data sources. Connect your data (or your customers’) to your app, no matter where it lives.

View Integrations
Growing library of native integrations
Boost analytics uses Ragie to connect to all their apps including Dropbox, Gmail, OneDrive, Notion, Slack and HubspotConnectors Infographic
ragie connect

Embed connectors directly in your app with Ragie Connect

With Ragie Connect, your customers can securely connect and manage their own data, directly from your application.

For white-label version, chat with sales.

Built for real-world applications

Our business is your business

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We’re your partners in AI development
Think of Ragie as an extension of your product and engineering team. Whether you're building internal tools or customer-facing apps, we help you move faster—and your application gets smarter over time as we stay ahead of the AI curve.
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Your data stays yours
Ragie protects your data with bank-grade AES-256 encryption for storage and TLS encryption for transmission, with SOC2 Type I and CASA certification. SOC2 Type II certification is coming soon.
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Flexible pricing that grows with you
From free developer tools to enterprise-scale solutions, Ragie’s pricing is designed to support every stage of your journey. Start for free, grow with Starter and Pro plans, and scale with Enterprise.
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Start building today

Questions? Answers.