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features
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Description

Data stored in object storage, including videos, images, audio, and documents, can present challenges when it comes to searching by specific content. Mixpeek addresses this issue by connecting to your storage bucket and applying extractors to analyze each file; for instance, a video is broken down into scenes, keyframes, transcripts, faces, and any text displayed on the screen, while a PDF is parsed into its individual pages, tables, and figures. All extracted components are then embedded and saved alongside their respective timestamps and source paths, facilitating efficient access. Once this process is complete, you can perform queries; retrievers utilize a combination of vector search, filtering, and reranking within a single request. Taxonomies allow you to categorize files according to your specific needs, and clusters help organize untagged content. This solution is available as an API, and it also offers SDKs for Python and JavaScript, an MCP server designed for agents, and a web application called Studio to enhance user interaction with the data. Ultimately, Mixpeek transforms how companies manage and retrieve their multimedia content efficiently.

Description

TopK is a cloud-native document database that runs on a serverless architecture. It's designed to power search applications. It supports both vector search (vectors being just another data type) as well as keyword search (BM25 style) in a single unified system. TopK's powerful query expression language allows you to build reliable applications (semantic, RAG, Multi-Modal, you name them) without having to juggle multiple databases or services. The unified retrieval engine we are developing will support document transformation (automatically create embeddings), query comprehension (parse the metadata filters from the user query), adaptive ranking (provide relevant results by sending back "relevance-feedback" to TopK), all under one roof.

API Access

Has API Yes 

API Access

Has API No 

Screenshots View All

Screenshots View All

No images available

Integrations

Amazon Bedrock Yes 
Amazon S3 Yes 
Azure Blob Storage Yes 
Cloudflare R2 Yes 
Fireworks AI Yes 
Google Cloud Storage Yes 
Model Context Protocol (MCP) Yes 
Mux Yes 
Python No 
Together AI Yes 
iconik Yes 

Integrations

Amazon Bedrock No 
Amazon S3 No 
Azure Blob Storage No 
Cloudflare R2 No 
Fireworks AI No 
Google Cloud Storage No 
Model Context Protocol (MCP) No 
Mux No 
Python Yes 
Together AI No 
iconik No 

Pricing Details

$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 Trial No 
Free Version No 

Pricing Details

No price information available.
Free Trial Yes 
Free Version Yes 

Deployment

Web-Based Yes 
On-Premises Yes 
iPhone App No 
iPad App No 
Android App No 
Windows No 
Mac No 
Linux No 
Chromebook No 

Deployment

Web-Based Yes 
On-Premises No 
iPhone App No 
iPad App No 
Android App No 
Windows No 
Mac No 
Linux No 
Chromebook No 

Customer Support

Business Hours No 
Live Rep (24/7) No 
Online Support Yes 

Customer Support

Business Hours Yes 
Live Rep (24/7) Yes 
Online Support Yes 

Types of Training

Training Docs Yes 
Webinars No 
Live Training (Online) No 
In Person No 

Types of Training

Training Docs Yes 
Webinars Yes 
Live Training (Online) Yes 
In Person No 

Vendor Details

Company Name

Mixpeek

Founded

2022

Country

United States

Website

mixpeek.com

Vendor Details

Company Name

TopK

Founded

2024

Country

United States

Website

www.topk.io

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