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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 Lettria?

Lettria introduces an advanced AI solution known as GraphRAG, designed to enhance the accuracy and reliability of generative AI applications. By merging the benefits of knowledge graphs with vector-based AI technologies, Lettria empowers organizations to extract precise information from complex and unstructured data. This platform simplifies various tasks, including document parsing, data model refinement, and text classification, proving to be especially advantageous for industries such as healthcare, finance, and legal. In addition, Lettria’s AI solutions significantly reduce the likelihood of inaccuracies in AI-generated responses, promoting transparency and trust in the outcomes delivered by AI systems. The innovative structure of GraphRAG also enables organizations to make better use of their data, facilitating informed decision-making and strategic insights, ultimately leading to improved operational efficiency and enhanced business outcomes.

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Integrations Supported

Integrations Supported

Amazon Web Services (AWS)
Google Cloud Platform
Microsoft Azure
OVHcloud

API Availability

API Availability

Pricing Information

Pricing not provided
Free Version

Pricing Information

€600 per month
Free Version

Supported Platforms

SaaS
Windows
Mac
On-Prem
Linux

Supported Platforms

SaaS

Customer Service / Support

Not specified

Customer Service / Support

Web-Based Support

Training Options

Documentation Hub

Training Options

Documentation Hub
Online Training

Company Facts

Organization Name

Epoch8

Date Founded

2017

Company Location

Georgia

Company Website

e8.team/

Company Facts

Organization Name

Lettria

Date Founded

2017

Company Location

France

Company Website

lettria.com

Categories and Features

Semantic Search

Not specified

Categories and Features

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