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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 Pinecone?

The AI Knowledge Platform offers a streamlined approach to developing high-performance vector search applications through its Pinecone Database, Inference, and Assistant. This fully managed and user-friendly database provides effortless scalability while eliminating infrastructure challenges. After creating vector embeddings, users can efficiently search and manage them within Pinecone, enabling semantic searches, recommendation systems, and other applications that depend on precise information retrieval. Even when dealing with billions of items, the platform ensures ultra-low query latency, delivering an exceptional user experience. Users can easily add, modify, or remove data with live index updates, ensuring immediate availability of their data. For enhanced relevance and speed, users can integrate vector search with metadata filters. Moreover, the API simplifies the process of launching, utilizing, and scaling vector search services while ensuring smooth and secure operation. This makes it an ideal choice for developers seeking to harness the power of advanced search capabilities.

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Integrations Supported

Integrations Supported

AICosts.ai
Axis LMS
Azure Marketplace
BoilerCode
CostReveal
Datavolo
Ekinox
FluxPrompt
GPT-3.5
GuardionAI
Jamba
Jitterbit
Kong AI Gateway
Langtrace
MCPTotal
Mimasa AI
OpenLIT
Pillar Security
VESSL AI
Workers by Delos

API Availability

API Availability

Has API

Pricing Information

Pricing not provided
Free Version

Pricing Information

Pricing not provided
Free Version

Supported Platforms

SaaS
Windows
Mac
On-Prem
Linux

Supported Platforms

SaaS

Customer Service / Support

Not specified

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Training Options

Documentation Hub

Training Options

Documentation Hub
Webinars

Company Facts

Organization Name

Epoch8

Date Founded

2017

Company Location

Georgia

Company Website

e8.team/

Company Facts

Organization Name

Pinecone

Date Founded

2019

Company Location

United States

Company Website

www.pinecone.io

Categories and Features

Semantic Search

Not specified

Categories and Features

AI Development

Not specified

AI Inference

Not specified

AI Memory Layers

Not specified

Context Engineering

Not specified

Semantic Search

Not specified

Vector Databases

Not specified

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