MVS · Managed · one retrieval API

Retrieval for agents, on your object storage.

Bring your own vectors with MVS, or let Managed extract and index your files. Same retrieval API, same object storage foundation — pick the path that fits.

MVS

Bring vectors

Agent-native vector store on object storage. Dense, sparse, and BM25 search. First 1M vectors free forever.

01Vectors

02Hybrid search

03Agent retrieval

Start with MVS Read MVS docs

Managed

Connect files

Managed indexing extracts scenes, faces, OCR, transcripts, and embeddings from video, images, audio, PDFs, and docs.

01Files

02Extract features

03Agent retrieval

Start with Managed Talk to us

Built for production retrieval

10×lower cost vs. in-memory vector DBs

<100msp95 hybrid retrieval

Billionsvectors per namespace

1Mvectors free, no expiration

Quickstart

One install. Two paths.

Most retrieval stacks mean gluing together a vector DB, a file pipeline, and an agent layer. Mixpeek is one install — pick the path that fits.

Install

pip install mixpeek

MVS quickstart

Bring embeddings

Create MVS namespace Read MVS docs

# pip install mixpeek
from mixpeek import Mixpeek

mp = Mixpeek(api_key="YOUR_KEY")

mp.namespaces.documents.upsert(
    namespace="agent_memory",
    documents=[{
        "id": "clip_001",
        "dense_embedding": embedding,
        "metadata": {"source": "s3://media/clip_001.mp4"}
    }]
)

results = mp.namespaces.documents.search(
    namespace="agent_memory",
    queries=[{"vector": query_embedding, "top_k": 10}]
)

01BYO embeddings

02Object storage

03Agent retrieval

Pricing

Start small. Scale by usage.

MVS starts with free vectors. Managed starts with credits for object extraction and indexing.

MVS

1Mvectors free

Bring your own embeddings. Store and search vectors on object storage with no expiration on the free tier.

Start with MVS

Managed

$0.001/credit

Credits cover extraction, embedding, indexing, enrichment, and retriever execution for raw objects.

Start with Managed

Enterprise

Custom

Dedicated infrastructure, self-hosted options, SSO, SLA, security reviews, and hands-on architecture support.

Talk to us

See full pricing