--- title: Onyx AI Reviews meta_title: 'Onyx AI Reviews 2026: Details, Pricing, & Features | G2' meta_description: Filter reviews by the users' company size, role or industry to find out how Onyx AI works for a business like yours. date_modified: '2026-06-22' parent_category: name: Analytics Tools & Software url: https://www.g2.com/categories/analytics-tools-software --- # Onyx AI Reviews **Vendor:** Onyx AI **Category:** [Enterprise Search Software](https://www.g2.com/categories/enterprise-search-software) ## About Onyx AI Onyx is an open-source generative AI and enterprise search platform that helps organizations provide their teams with a unified, natural-language interface to large language models while connecting those models to the company's internal knowledge, documents, and applications. Formerly known as Danswer, Onyx serves as a centralized AI workspace where users can chat with LLMs, search across organizational data, build custom AI agents, and automate workflows, all within a secure and permission-aware environment. Onyx falls into the category of enterprise AI platforms, sitting at the intersection of AI-powered chat, knowledge management, and enterprise search. It is designed for a broad audience, from individual developers running it on a laptop to large organizations deploying it on-premise or in the cloud. Common users include engineering teams seeking fast access to internal documentation, sales teams researching customer histories and pipeline data, support teams resolving tickets with accurate knowledge, and operations teams streamlining company-wide information access. The platform connects to over 40 enterprise data sources, including Google Drive, Slack, Confluence, Salesforce, GitHub, Jira, and many others, syncing content in real time and automatically respecting document-level access controls from the source applications. Users interact with this knowledge through a conversational chat interface or a dedicated search experience, and every response is grounded in retrieved documents with inline citations so answers can be verified. Key features and value propositions include: Model-agnostic AI chat. Onyx works with any LLM, including OpenAI GPT, Anthropic Claude, Google Gemini, Meta Llama, DeepSeek, and self-hosted models via Ollama or vLLM, giving organizations full flexibility over their AI provider. Advanced retrieval and accuracy. The platform combines hybrid search (semantic plus keyword), advanced retrieval-augmented generation (RAG), contextual retrieval, and LLM-based knowledge graphs to minimize hallucinations and surface highly relevant results. Custom AI agents and actions. Administrators and users can create tailored AI agents with specific instructions, scoped knowledge sets, and the ability to take actions in external systems via MCP or OpenAPI integrations. Security-first, self-hostable architecture. Onyx can be deployed fully air-gapped with no data sent to third parties. It supports SSO (OIDC, SAML, OAuth2), role-based access control, and encryption of credentials, making it suitable for highly regulated industries. Advanced productivity tools. Built-in capabilities such as deep research, code interpreter, web search, image generation, file uploads, and persistent memory allow teams to handle complex analytical and creative tasks directly within the platform. Onyx is available as a free, MIT-licensed Community Edition for self-hosting, as well as a managed Onyx Cloud offering and an Enterprise Edition with additional features like usage analytics, enhanced permissioning, and dedicated support. It is trusted by organizations such as Netflix, Ramp, Thales Group, Bitwarden, Roku, and Applied Intuition. - [View Onyx AI pricing details and edition comparison](https://www.g2.com/products/onyx-ai/reviews?section=pricing&secure%5Bexpires_at%5D=2026-09-05+16%3A11%3A54+-0500&secure%5Bsession_id%5D=ed31596a-2381-4871-a8ab-f3c8bf0b0544&secure%5Btoken%5D=2c2f3654517f7faa55ba2666a21373d96bb47e95eac328ec792f6dc3bafeaa69&format=llm_user) ## Onyx AI Features **Additional Functionality** - Tagging - Natural Language Processing - Data Extraction - Multi-Language - Predictive Analytics - Drag & Drop - Speech Recognition - Reporting/Analytics - Data Storage Management - Virtual Personal Assistant (VPA) - AI Copilot - Customer Segmentation - Collaboration Tools - Data Import/Export - Generative AI - For eCommerce - Role-Based Permissions - Customizable Branding - Search/Filter - Monitoring - Document Management - API - Data Visualization - Trend Analysis - Machine Learning - Access Controls/Permissions - Alerts/Escalation - Performance Metrics - Real-Time Data - Third-Party Integrations - Mobile App - Multiple Data Sources - For Sales Teams/Organizations - Sentiment Analysis - Activity Dashboard - Chatbot - Workflow Automation **Additional Functionality** - Code Generation - Text to Image - Generative AI - API - Natural Language Processing - Virtual Characters and Avatars - Content Generation - Personalization and Recommendation - Conditional Generation - Transformer Model - Automated Image & Video Editing - Interactive and Co-Creative Systems - Text Summarization - Data Augmentation - Variation Autoencoder Models - Adversarial Training - Transfer Learning and Fine-tuning - Simulation and Scenario Generation - Creative Design - AI Copilot - Prompt Engineering - Foundation Model **Core Conversational Capabilities - AI Chatbots** - Controlled LLM Response Generation - Context Maintenance Within Sessions - Natural Language Understanding & Intent Inference **Compatibility** - Federated Search - File Types - Global Language Support **Responses** - Personalization - Route To Human - Natural Language Understanding (NLU) - Multi-Language **Data** - Reliability - Data Security **Automation - AI Agents** - Sales Follow-Up - Customer Interaction Automation - Lead Generation - Document Processing - Feedback Collection - Natural Language Processing - Simulation and Scenario Generation **Agentic AI - Enterprise Search Software** - Autonomous Task Execution - Multi-step Planning - Cross-system Integration - Adaptive Learning - Proactive Assistance - Decision Making - AI/Machine Learning **Search Queries** - Typo Tolerance - Faceted Search - Synonyms - Highlighting - Natural Language - Full Text Search **Platform** - Conversation Editor - Integration - Human-In-The-Loop - Drag & Drop Editor - Human-in-the-loop (HITL) **Interaction** - Complex Query Handling - Natural Conversation - Understanding - Feedback Management - Customizability - Multi-Channel Management - Communication Management - Workflow Management - Email Management - Knowledge Base Management **Autonomy - AI Agents** - Independent Decision Making - Adaptive Responses - Task Execution - Problem Solving **AI powered search - Enterprise Search Software** - Generative RAG (Retrieval augmented generation) - Relevance Tuning - NLP & Semantic search - Fuzzy Search **Task & Flow Management - AI Chatbots** - Scripted Dialogue & Decision Tree Support - Fallback Responses for Unknown Queries **Functionality** - Personalization - Search Analytics - Integrations - Visual Analytics - Real-Time Analytics **Learning** - User Interaction Learning - Error Learning **Generative AI** - AI Text Generation - AI Text Summarization **Agentic AI - AI Agents** - Autonomous Task Execution - Multi-step Planning - Cross-system Integration - Adaptive Learning - Natural Language Interaction - Proactive Assistance - Decision Making **Compatibility - Enterprise Search Software** - File Types - Federated Search - Global Language Support **Additional Functionality** - Agent Collaboration - Data Governance - Prompt Engineering - Feedback Management - For No-Code Development - Version Control - Role-Based Permissions - Dynamic Modeling - API - Memory Management - Monitoring - Scalability - Cost Management - Scheduling - Natural Language Interface - Access Controls/Permissions - Multiple LLM Models - Integration Management - Customizable Frameworks - Pre-built Templates - Analytics - Intent Recognition - Contextual Guidance - Rules-Based Workflow - Attended Automation - Drag & Drop - For Sales/Marketing - Generative AI - Business Process Automation - AI Copilot - Third-Party Integrations - Multi-Channel Communication - Sentiment Analysis - Deep Learning - Code-free Development - Compliance Management - Automated Responses - Knowledge Management - Transfers/Routing - Personalization - Activity Dashboard - Customer Experience Management - Virtual Personal Assistant (VPA) - Chatbot - Speech Recognition - Reporting/Analytics - Task Management - Customer Engagement - AI/Machine Learning - Configurable Workflow - Unattended Automation - Conversation Intelligence - Workflow Automation - Proactive Error Detection **Additional Functionality** - Sentiment Analysis - Data Import/Export - Behavior Tracking - Data Storage Management - Single Sign On - AI Copilot - API - Multiple Data Sources - Activity Dashboard - Forecasting - Metadata Management - File Management - Text Analysis - Drag & Drop - Compliance Management - Tagging - Indexing - Autocomplete - For eCommerce - Customer Database - Catalog Management - Query Suggestions - Document Management - Access Controls/Permissions - Content Management - Generative AI - Task Management - Reporting & Statistics - Search/Filter - Data Capture and Transfer - Data Visualization - Alerts/Notifications - For Enterprises - User Management **Deployment & Embedding - AI Chatbots** - API Access for Business System Integration - Web Widget & SDK Embedding **Content Generation** - Creativity - Content Accuracy **Functionality - Enterprise Search Software** - Personalization - Search Analytics - Integrations **Admin & Configuration - AI Chatbots** - No-Code Conversation Design **System** - API Flexibility - Update Frequency and Utility - Cross-Platform Compatibility - Software Integration - Third-Party Integrations **Search Queries - Enterprise Search Software** - Highlighting - Faceted Search - Typo Tolerance - Synonyms **Agentic AI - AI Chatbots** - Autonomous Task Execution - Multi-step Planning - Cross-system Integration - Adaptive Learning - Natural Language Interaction - Proactive Assistance - Decision Making **Monitoring & Improvement - AI Chatbots** - Feedback-Driven Response Optimization **Reliability & Safety - AI Chatbots** - Guardrails & Content Controls **Additional Functionality** - Autoresponders - Configurable Workflow - Natural Language Processing - Customizable Branding - Sentiment Analysis - Real-Time Analytics - Pre-Configured Bot - Activity Dashboard - Live Chat - Real-Time Monitoring - Code-free Development - Reporting & Statistics - Speech Recognition - Drag & Drop - Reporting/Analytics - Generative AI - Customer Service Analytics - Chatbot - Intent Recognition - Lead Capture - Multi-Channel Communication - Search/Filter - Visual Analytics - AI Copilot - Chat/Messaging - CRM - Chat Transcript - Performance Metrics - Contextual Guidance - Natural Language Search - Monitoring - Speech Synthesis - Real-Time Notifications - Customer Database - API - For Developers - Customer Segmentation - Alerts/Escalation - Engagement Tracking ## Top Onyx AI Alternatives - [ClickUp](https://www.g2.com/products/clickup/reviews) - 4.6/5.0 (13,480 reviews) - [Notion](https://www.g2.com/products/notion/reviews) - 4.6/5.0 (12,509 reviews) - [Workvivo](https://www.g2.com/products/workvivo/reviews) - 4.8/5.0 (2,635 reviews)