VedanaEpoch8
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Voyage AIMongoDB
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Related Products
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About
Your company knowledge lives across PDFs, spreadsheets, wikis, and ERP exports. Classic RAG retrieves the top-K most similar fragments — fine for summaries, but it fails when answers must be exact and complete.
Vedana takes a structure-first approach. You describe your domain as anchors, attributes, and links. Vedana loads your data into a typed knowledge graph, and AI agents explore it step by step: running graph queries, vector search, and assembling answers from real data. The LLM interprets; the data stays the source of truth.
What you get:
- Exact values: prices, dates, statuses from the graph
- Complete results: every matching record, nothing dropped
- Multi-hop reasoning: product → category → regulation → document
- Traceability: every answer maps to nodes, edges, and chunks
- Determinism: same question, same operations
Built-in evaluation with golden datasets. Works with any LLM. Open-core, managed cloud, or on-premise. Pilot ships in 4 weeks.
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About
Voyage AI provides best-in-class embedding models and rerankers designed to supercharge search and retrieval for unstructured data. Its technology powers high-quality Retrieval-Augmented Generation (RAG) by improving how relevant context is retrieved before responses are generated. Voyage AI offers general-purpose, domain-specific, and company-specific models to support a wide range of use cases. The models are optimized for accuracy, low latency, and reduced costs through shorter vector dimensions. With long-context support of up to 32K tokens, Voyage AI enables deeper understanding of complex documents. The platform is modular and integrates easily with any vector database or large language model. Voyage AI is trusted by industry leaders to deliver reliable, factual AI outputs at scale.
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Platforms Supported
Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook
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Platforms Supported
Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook
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Audience
Ecommerce; legal and compliance; financial services; government and public sector
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Audience
Voyage AI is ideal for AI engineers, machine learning teams, and enterprises building search, retrieval, and RAG systems that require high accuracy, scalability, and cost-efficient performance
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Support
Phone Support
24/7 Live Support
Online
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Support
Phone Support
24/7 Live Support
Online
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API
Offers API
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API
Offers API
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Screenshots and VideosNo images available
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Pricing
No information available.
Free Version
Free Trial
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Pricing
No information available.
Free Version
Free Trial
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Reviews/
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Reviews/
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Training
Documentation
Webinars
Live Online
In Person
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Training
Documentation
Webinars
Live Online
In Person
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Company InformationEpoch8
Founded: 2017
Georgia
e8.team/
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Company InformationMongoDB
Founded: 2007
United States
www.voyageai.com
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Integrations
LiteLLM
Pinecone Rerank v0
Snowflake
Snowflake Cortex AI
voyage-3-large
voyage-4-large
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Integrations
LiteLLM
Pinecone Rerank v0
Snowflake
Snowflake Cortex AI
voyage-3-large
voyage-4-large
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