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What is Cohere Compass?
Cohere Compass operates as an advanced platform for enterprise search and discovery, seamlessly connecting agents and models with business data to provide AI applications with crucial contextual information through powerful search and retrieval functions. By utilizing advanced extraction methods alongside AI-enhanced indexing, it proficiently identifies and delivers relevant insights from enterprise documents with exceptional accuracy. The platform is designed to be multimodal, multilingual, and independent of specific formats, allowing it to interpret a wide range of document types, such as images, presentations, spreadsheets, PDFs, DOCX, and XLSX files. Additionally, it accommodates integration with existing data sources or supports local document uploads, streamlining the automatic processing, indexing, and management of that data without requiring teams to develop or scale their own vector database infrastructure. Leveraging Cohere’s Embed and Rerank retrieval models, Compass not only aids AI agents and retrieval-augmented generation applications but also promotes a unified approach to enterprise knowledge search, thereby boosting collaboration and informed decision-making throughout the organization. The adaptability and effectiveness of this platform make it a critical asset for businesses looking to maximize their data's potential. Ultimately, its capabilities ensure that organizations can navigate their vast data landscapes with confidence and efficiency.
What is Agent Search on Gemini Enterprise Agent Platform?
Agent Search on Gemini Enterprise Agent Platform is a comprehensive tool that enables organizations to build high-quality, AI-driven search experiences powered by their own data. It delivers Google-level search performance across websites, internal systems, and large datasets, including both structured and unstructured information. The platform enhances traditional search by introducing conversational interfaces that understand user intent and provide context-aware results. As a built-in retrieval augmented generation (RAG) system, it grounds AI responses in enterprise data, improving accuracy and reliability. It streamlines complex processes such as data ingestion, transformation, indexing, and retrieval into a simplified workflow that requires minimal setup. Industry-specific capabilities support specialized use cases in healthcare, media, and commerce, offering tailored search and recommendation features. Developers can customize and extend functionality using APIs for embeddings, ranking, document parsing, and grounded generation. The platform also integrates with vector search technology, enabling advanced semantic matching and recommendation engines. With support for custom embeddings and scalable indexing, it can handle massive datasets efficiently. Users can quickly deploy search functionality into websites through widgets or APIs, enabling immediate improvements in user experience. Built-in tools allow for testing, refinement, and optimization of search performance over time. The system also supports generative AI applications by acting as a reliable data retrieval layer for chatbots and assistants. Overall, it transforms enterprise search into an intelligent, scalable, and highly customizable AI-powered experience.
Integrations Supported
Analytify AI
Chat Mitra
Gemini 3.5 Flash
Gemini 3.5 Flash Cyber
Gemini 3.5 Flash-Lite
Gemini 3.6 Flash
Gemini 3.8 Flash
Gemini 3.8 Flash Cyber
Gemini 4 Argon
Google Cloud Document AI
API Availability
API Availability
Has API
Pricing Information
Pricing not provided
Free Version
Pricing Information
Pricing not provided
Free Trial Offered?
Supported Platforms
SaaS
Supported Platforms
SaaS
Customer Service / Support
Web-Based Support
Customer Service / Support
Standard Support
Web-Based Support
Training Options
Documentation Hub
Webinars
Online Training
Training Options
Documentation Hub
Webinars
Online Training
On-Site Training
Company Facts
Organization Name
Cohere AI
Date Founded
2019
Company Location
Canada
Company Website
cohere.com/compass
Company Facts
Organization Name
Date Founded
1998
Company Location
United States
Company Website
cloud.google.com/products/gemini-enterprise-agent-platform/agent-search
Categories and Features
Retrieval-Augmented Generation (RAG)
Not specified
Categories and Features
eCommerce Search
Not specified
Enterprise Search
Not specified
Retrieval-Augmented Generation (RAG)
Not specified
Semantic Search
Not specified
Site Search
Not specified