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About

Company data stored in object storage as video, images, audio and documents can be difficult to search by content. Mixpeek connects to your bucket and runs extractors over each file. A video becomes scenes, keyframes, transcripts, faces and on-screen text. A PDF becomes pages, tables and figures. Each piece is embedded and stored with its timestamps and source path. Then you query it. Retrievers combine vector search, filters and reranking in one call. Taxonomies label files against your own categories. Clusters group what nobody has labeled yet. It ships as an API, Python and JavaScript SDKs, an MCP server for agents, and Studio, a web app.

About

TopK is a serverless, cloud-native, document database built for powering search applications. It features native support for both vector search (vectors are simply another data type) and keyword search (BM25-style) in a single, unified system. With its powerful query expression language, TopK enables you to build reliable search applications (semantic search, RAG, multi-modal, you name it) without juggling multiple databases or services. Our unified retrieval engine will evolve to support document transformation (automatically generate embeddings), query understanding (parse metadata filters from user query), and adaptive ranking (provide more relevant results by sending “relevance feedback” back to TopK) under one unified roof.

Platforms Supported

Windows Not Supported
Mac Not Supported
Linux Not Supported
Cloud Supported
On-Premises Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported

Platforms Supported

Windows Not Supported
Mac Not Supported
Linux Not Supported
Cloud Supported
On-Premises Not Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported

Audience

Developers, media and ad-tech teams, and data teams that keep large video, image, audio and document archives in S3, GCS or Azure.

Audience

AI-driven applications, RAG, search engines

Support

Phone Support Not Supported
24/7 Live Support Not Supported
Online Supported

Support

Phone Support Supported
24/7 Live Support Supported
Online Supported

API

Offers API Supported

API

Offers API Not Supported

Screenshots and Videos

Screenshots and Videos

No images available

Pricing

$25/month
The Build plan starts at $25 per month and includes $10 in monthly usage credits; additional usage is billed based on consumption.
Free Version Not Supported
Free Trial Not Supported

Pricing

No information available.
Free Version Supported
Free Trial Supported

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Training

Documentation Supported
Webinars Not Supported
Live Online Not Supported
In Person Not Supported

Training

Documentation Supported
Webinars Supported
Live Online Supported
In Person Not Supported

Company Information

Mixpeek
Founded: 2022
United States
mixpeek.com

Company Information

TopK
Founded: 2024
United States
www.topk.io

Alternatives

Alternatives

txtai

txtai

NeuML
Voyage AI

Voyage AI

MongoDB
txtai

txtai

NeuML

Categories

Semantic Search Supported

Categories

Integrations

Amazon Bedrock Supported
Amazon S3 Supported
Azure Blob Storage Supported
Cloudflare R2 Supported
Fireworks AI Supported
Google Cloud Storage Supported
Model Context Protocol (MCP) Supported
Mux Supported
Python Not Supported
Together AI Supported
iconik Supported

Integrations

Amazon Bedrock Not Supported
Amazon S3 Not Supported
Azure Blob Storage Not Supported
Cloudflare R2 Not Supported
Fireworks AI Not Supported
Google Cloud Storage Not Supported
Model Context Protocol (MCP) Not Supported
Mux Not Supported
Python Supported
Together AI Not Supported
iconik Not Supported
Claim Mixpeek and update features and information
Claim Mixpeek and update features and information
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Claim TopK and update features and information