AI fails without the right context.
Give it a brain that doesn't forget.
Rayrift gives your LLMs long-term memory without the usual headache with our universally fast APIs that retrieve context in milliseconds.
Inside the Rayrift context engine.
Rayrift handles documents, URLs, Text, PDF, DOCX, TXT, HTML, MD and more across formats. Here is more on how it works.
1. Create memories in seconds
Send memories as Text, MD, Docx, PDFs, websites and more using our APIs. We automatically extract clean, chunk and embed your data. Just drop the content in.

2. Everything indexed automatically
Your data is automatically indexed and optimized for fast retrieval. We handle all the infrastructure, so you can focus on building.
3. Retrieve context in milliseconds
Once you have created memories, enjoy sub-second context retrieval for your agents with universal (blame our marketing guy for this word) & simple APIs.
Bring data from anywhere with built
in connectors.
With Rayrift Connectors, you can bring and sync data from where your users are without writing a single line of code. Like S3, Drive, and more.
Make first API call
in less than a minute.
We have native SDKs that work with Typescript, OpenAI, Python, and more. No reinventing the wheel.
import { Rayrift } from "@rayrift/sdk";const rift = new Rayrift({ apiKey: "rr_..." });// Add contextawait rift.memory.add({ userId: "user_123", content: "User prefers dark mode.",});// Search contextconst result = await rift.memory.search({ userId: "user_123", query: "User preferences?",});Built to scale
from day one
Rock stable APIs
Our APIs are designed to handle millions of requests without breaking a sweat.
Dashboard for Admins
Monitor API speed, request logs and get insights in the Rayrift Dashboard.
Model Agnostic by default
Rayrift context is model agnostic so, it can work with any LLM models.
We are in public beta.
Rayrift is free.
We’re in open beta, so all features are free and unlimited while we polish things. At launch, there’ll be a free-forever tier, so you can keep using Rayrift without worry.
Ready to uplift your AI?
Start building with Rayrift now and transform your AI infra to deliver better experiences.