Cohere Compass vs. OpenViking Comparison


Cohere Compass Cohere AI	OpenViking	+	+
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About Cohere Compass is an intelligent enterprise search and discovery system that connects agents and models to business data, giving AI applications the context they need through powerful search and retrieval. It uses advanced extraction processes and AI-powered indexing to surface relevant information from enterprise documents with high accuracy. Compass is multimodal, multilingual, and format-agnostic, allowing it to understand images, slides, spreadsheets, PDFs, DOCX files, XLSX files, and other document types. It can connect to existing data sources or accept local document uploads, then automatically process, index, and manage that information without requiring teams to host or scale their own vector database. It is built on Cohere’s Embed and Rerank retrieval models and can support AI agents, retrieval-augmented generation applications, and unified enterprise knowledge search.	About OpenViking is an open source context database designed specifically for AI agents, built around a file-system paradigm that unifies the management of memories, resources, and skills. Instead of treating context as scattered chunks in a fragmented vector store, OpenViking organizes agent context into a virtual file system under the viking protocol, giving agents a structured way to store, navigate, retrieve, and observe the information they need. It is designed to help developers move beyond the hassle of manual context management by giving agents a minimalist interaction model for context, similar to reading and writing files. OpenViking supports hierarchical context loading, semantic retrieval, recursive retrieval, sessions, metrics, and observability, making it possible for AI agents to access the right level of information without stuffing everything into the prompt.
Platforms Supported Windows Not Supported Mac Not Supported Linux Not Supported Cloud Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported	Platforms Supported Windows Not Supported Mac Not Supported Linux Not Supported Cloud Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported
Audience Developers, AI teams, and enterprises seeking to connect agents and applications to internal data through secure, scalable search and retrieval	Audience AI agent developers that need to organize and retrieve memories, resources, and skills through a unified context management system
Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported	Support Phone Support Not Supported 24/7 Live Support Supported Online Supported
API Offers API Not Supported	API Offers API Supported
Screenshots and Videos View more images or videos	Screenshots and Videos View more images or videos
Pricing No information available. Free Version Supported Free Trial Not Supported	Pricing Free Free Version Supported Free Trial Not Supported
Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software	Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software

Training Documentation Supported Webinars Supported Live Online Supported In Person Not Supported	Training Documentation Supported Webinars Not Supported Live Online Not Supported In Person Not Supported
Company Information Cohere AI Founded: 2019 Canada cohere.com/compass	Company Information OpenViking Founded: 2026 United States openviking.ai/
Alternatives Cohere Embed Cohere	Alternatives claude-mem cmem.ai
Progress Agentic RAG Progress Software	CMEM Cloud cmem.ai
BGE	Hindsight Vectorize
Mixedbread	VIKING Bookings Viking Bookings
Pinecone Rerank v0 Pinecone View All	Viking Marketing View All
Categories Retrieval-Augmented Generation (RAG) Supported	Categories Agentic AI Supported AI Memory Layers Supported

Integrations Model Context Protocol (MCP) Supported Aider Not Supported Antigravity CLI Not Supported Claude Not Supported Claude Desktop Not Supported Codex CLI Not Supported Cursor Not Supported Gemini CLI Not Supported GitHub Supported GitHub Copilot CLI Not Supported Gmail Supported Google Antigravity Not Supported Google Drive Supported Jira Supported Kimi Code Not Supported Linear Supported Microsoft Outlook Supported OpenCode Not Supported Salesforce Supported Slack Supported Show More Integrations View All 13 Integrations	Integrations Model Context Protocol (MCP) Supported Aider Supported Antigravity CLI Supported Claude Supported Claude Desktop Supported Codex CLI Supported Cursor Supported Gemini CLI Supported GitHub Not Supported GitHub Copilot CLI Supported Gmail Not Supported Google Antigravity Supported Google Drive Not Supported Jira Not Supported Kimi Code Supported Linear Not Supported Microsoft Outlook Not Supported OpenCode Supported Salesforce Not Supported Slack Not Supported Show More Integrations View All 20 Integrations
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