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What is Vedana?

Your organization’s information is dispersed across multiple formats, including PDFs, spreadsheets, wikis, and ERP exports. While traditional retrieval augmented generation (RAG) methods can retrieve the top-K related snippets, this is sufficient for brief overviews but falls short when detailed and thorough responses are necessary. Vedana implements a structure-first approach that allows you to establish your domain through anchors, attributes, and connections. It methodically integrates your data into a well-organized knowledge graph, which permits AI agents to explore it progressively by executing graph queries, vector searches, and compiling responses directly from authentic data. In this architecture, the language model processes the information while the actual data retains its status as the primary source. The benefits you receive encompass: - Exact figures: acquiring specific prices, dates, and statuses directly from the graph - Inclusive results: ensuring that all relevant records are considered without any omissions - Multi-step reasoning: effortlessly linking product details to categories, regulations, and documents - Traceability: confirming that every response is connected back to particular nodes, edges, and data segments - Consistency: producing the same outcomes with identical queries and operations Moreover, the system features built-in evaluation using gold-standard datasets and is compatible with any language model. It can be implemented as open-core, managed cloud, or on-premises solutions, with pilot projects available in just four weeks. This innovative methodology not only improves accuracy but also nurtures a profound understanding of the interconnected data ecosystem, ultimately empowering your organization to make better-informed decisions.

What is Mixpeek?

Storing data in object storage systems, which often includes various formats such as videos, images, audio files, and documents, can lead to difficulties in searching for particular content. Mixpeek effectively tackles this challenge by integrating with your storage bucket and employing extractors to evaluate and dissect each file; for example, a video can be segmented into its scenes, keyframes, transcripts, faces, and any visible text, while a PDF can be broken down into its separate pages, tables, and figures. The components that are extracted are then embedded and cataloged alongside their timestamps and source paths, which streamlines the retrieval process. After this extraction phase is finalized, users can execute queries; the retrieval system enhances this capability by combining vector search, filtering, and reranking all within a single request. Additionally, taxonomies empower users to sort files based on their specific requirements, while clusters aid in organizing content that lacks tags. This innovative solution is offered as an API and is supplemented with SDKs for Python and JavaScript, as well as an MCP server tailored for agents, along with a web application named Studio to improve user engagement with the data. In summary, Mixpeek revolutionizes the manner in which organizations handle and access their multimedia content, thus enhancing operational efficiency and effectiveness.

Media

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Media

Integrations Supported

Integrations Supported

Amazon Bedrock
Amazon S3
Azure Blob Storage
Cloudflare R2
Fireworks AI
Google Cloud Storage
Model Context Protocol (MCP)
Mux
Together AI
iconik

API Availability

API Availability

Has API

Pricing Information

Pricing not provided
Free Version

Pricing Information

$25/month
The Build plan starts at $25 per month and includes $10 in monthly usage credits; additional usage is billed based on consumption.

Supported Platforms

SaaS
Windows
Mac
On-Prem
Linux

Supported Platforms

SaaS
On-Prem

Customer Service / Support

Not specified

Customer Service / Support

Web-Based Support

Training Options

Documentation Hub

Training Options

Documentation Hub

Company Facts

Organization Name

Epoch8

Date Founded

2017

Company Location

Georgia

Company Website

e8.team/

Company Facts

Organization Name

Mixpeek

Date Founded

2022

Company Location

United States

Company Website

mixpeek.com

Categories and Features

Semantic Search

Not specified

Categories and Features

Semantic Search

Not specified

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