Exa AI - Detailed Review
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Exa AI - Detailed Review Contents
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Exa AI - Product Overview
Exa AI Overview
Exa AI is a groundbreaking AI-driven search engine specifically built for artificial intelligence applications, rather than human users. Here’s a brief overview of its primary function, target audience, and key features:Primary Function
Exa AI serves as a web-scale neural search engine that integrates with large language models (LLMs) like ChatGPT. Its primary function is to retrieve high-quality, relevant, and up-to-date information from the web, which is crucial for AI applications to produce accurate and reliable content. Unlike traditional search engines optimized for human clicks, Exa is engineered to filter the internet and provide organized knowledge that meets the unique needs of AI systems.Target Audience
Exa caters to a diverse range of users, including:Developers and Tech Enthusiasts
They can utilize Exa’s API and customizable search to build intelligent applications.Researchers and Academics
Exa helps streamline academic research by providing access to comprehensive reports and the latest scientific publications.Businesses and Analysts
It is useful for competitive intelligence and monitoring industry trends.Content Creators
Journalists, bloggers, and other content creators can benefit from Exa’s ability to fuel creativity and fact-checking.Key Features
High-Quality Search Results
Exa returns up to 1000 results per search, filtered by categories such as news, companies, PDFs, and more. It also offers filtering options by domain, dates, and location.Similarity Search
Users can find similar companies, people, news, and other entities by searching with URLs, full text, or snippets of content.Content Retrieval
Exa provides full text content along with the most relevant highlights, allowing for customized highlight lengths and secondary queries.Integration with LLMs
Exa’s API can feed web data into OpenAI’s models and other LLMs, ensuring seamless integration and high-quality output.Real-Time Information
Exa ensures that the information retrieved is current and reliable, making it ideal for applications that require up-to-date knowledge. Overall, Exa AI is a critical tool for anyone looking to enhance their AI applications with accurate, relevant, and timely web data. Exa AI - User Interface and Experience
User Interface
The user interface of Exa AI, within the AI-driven product category, is crafted to be user-friendly and efficient, even for those without extensive technical expertise. Exa AI features an organizational structure that is relatively easy to use. The interface is described as having a “user-friendly” design, making it accessible regardless of the user’s proficiency level.
Ease of Use
The platform provides comprehensive tutorials and detailed documentation to help users maximize its potential. These resources ensure that developers and users can quickly get started and utilize the full range of Exa’s features without significant hurdles.
Overall User Experience
Exa AI is built with scalability and flexibility in mind, allowing it to fit seamlessly into various environments, from legacy systems to modern cloud ecosystems. This adaptability ensures that users can integrate Exa AI into their existing workflows without needing major adjustments.
Key Features Accessible Through the Interface
- API Access: Exa provides a REST API with multiple language SDKs (Python, JavaScript, Curl), making it easy for developers to integrate its search capabilities into their applications.
- Customizable Search: Users can customize their searches using filters such as date range, domain inclusion/exclusion, and personalized data verticals. This ensures that the results are highly relevant to the user’s needs.
- Real-Time Data: The interface allows users to access real-time web data, which is continuously updated by Exa’s real-time web crawling feature. This ensures that the information retrieved is current and accurate.
Support and Documentation
Exa prioritizes user support with detailed guides and continuous platform improvements. This ensures a seamless user experience and helps users to efficiently utilize the platform’s features for various applications such as news summarization, chatbot creation, and competitor analysis.
Conclusion
In summary, Exa AI’s user interface is designed to be intuitive and easy to use, supported by extensive documentation and customizable features that cater to diverse user needs.
Exa AI - Key Features and Functionality
Exa AI Overview
Exa AI, a sophisticated AI-driven search engine, offers several key features and functionalities that make it a valuable tool for various applications, particularly in the context of AI agents and content creation.Flexible Search
Exa AI adapts to different types of search queries, whether you need semantic understanding or a basic keyword search. This flexibility is achieved through its use of web embeddings models for semantic searches and keyword-based search for other queries. This ensures that users get precise results regardless of the query type.Neural Search
Exa AI leverages neural search technology, which provides a semantic understanding of queries. This capability allows the search engine to deliver highly relevant results, unaffected by SEO optimizations, ensuring more objective and relevant information.Content Processing
Exa AI offers advanced content processing features, including full-text retrieval, summaries, and highlights. This reduces the effort needed to extract key information from web pages, as it provides clean, full-text content and intelligent highlights relevant to the query.Query Enhancement
The system automatically optimizes queries to improve accuracy and relevance. This feature ensures that the search results are highly relevant to the user’s needs, even if the initial query is not perfectly phrased.Customizability
Users can apply various filters to their searches, such as selecting a specific date range, including or excluding certain domains, and choosing custom data verticals. This customization allows for more targeted and relevant search results.Similarity Search
Exa AI enables users to search for content similar to specific webpages or documents by providing unique identifiers such as URLs or multiple paragraphs. This feature is particularly useful for finding related information without the need for precise keywords.Structured Metadata
The search results are organized with structured metadata, which enables efficient categorization and prioritization of the information retrieved. This makes it easier for users to manage and utilize the search results effectively.Real-Time Web Crawling
Exa AI provides real-time web crawling, ensuring that the information retrieved is up-to-date. This is crucial for applications that require the latest data, such as research, content creation, and market analysis.Integration with Existing Systems
Exa AI can be smoothly integrated into various environments, from legacy systems to cloud ecosystems, without requiring significant modifications to workflows. This scalability and flexibility make it easy to implement and use within different organizational contexts.High-Performance Data Analytics
Exa AI is capable of handling large quantities of data quickly, thanks to its exascale computing power. This enables fast processing and analysis of big data sets, which is critical for applications such as real-time sensor information processing in self-driving automobiles and traffic control systems.Benefits
- Enhanced Decision-Making: Exa AI integrates pre-processing, real-time analysis, and post-processing to improve the speed and accuracy of decision-making processes.
- Improved Efficiency: It simplifies high-intensity tasks and enhances company performance by reducing operational expenses and time consumption.
- Scalability and Flexibility: The modularity of Exa AI’s architecture allows it to manage increases in data quantity and task complexity, making it easily scalable to meet dynamic business requirements.
Exa AI - Performance and Accuracy
Performance Metrics
Exa AI excels in several performance metrics that are crucial for AI agents:Accuracy
Exa helps in creating curated datasets that improve the training accuracy of AI models. It provides real-time access to current and relevant data, ensuring AI systems are trained on diverse and reliable sources. This is particularly evident in its ability to handle complex technical queries with high precision.Speed
Exa continuously updates its database by crawling new URLs every minute, which ensures that AI systems have rapid access to the most current information. This real-time web crawling capability is essential for time-sensitive tasks.Reliability
Exa’s advanced features such as semantic search, content scraping, and filtering help in maintaining consistent performance. It consistently returns more technically relevant content, which is crucial for reliable AI operations.Key Features
Semantic Search
Exa’s neural search capabilities allow AI to understand and retrieve information based on the meaning behind queries, which is superior to traditional search APIs in handling complex and technical queries.Curated Datasets
Exa assists in sourcing and refining high-quality datasets, which is essential for training robust and reliable AI models. This feature helps in reducing biases and inaccuracies in AI outputs.Content Scraping and Filtering
This feature enables the extraction of specific data from web pages, supported by powerful filters to refine the results. This ensures that the data used for training AI models is accurate and relevant.Limitations and Areas for Improvement
Bias and Hallucinations
While Exa improves the accuracy of AI models by providing high-quality datasets, it is still subject to the broader limitations of AI systems. These include the propensity for bias in outputs, reflecting biases in the training data, and the potential for hallucinations or generating false information.Data Variability
Ensuring that AI agents handle diverse and unpredictable situations consistently is a challenge. Exa’s continuous updates and real-time data analysis help mitigate this, but maintaining reliability over time remains a key concern.Infrastructure and Technical Challenges
Building and maintaining Exa’s capabilities require significant infrastructure, including massive data crawling, storage, and processing. This can be a technical and resource-intensive challenge.Conclusion
Exa AI significantly enhances the performance and accuracy of AI agents by providing real-time access to relevant and current data, advanced semantic search capabilities, and curated datasets. However, it is not immune to the broader challenges faced by AI systems, such as bias and hallucinations. Continuous monitoring and updates, along with comprehensive benchmarks and real-time data analysis, are essential to maintain and improve its performance over time. Exa AI - Pricing and Plans
Pricing Structure of Exa AI
The pricing structure of Exa AI is designed to accommodate various business sizes and needs, offering several plans with different features and pricing tiers.
Subscription-Based Plans
Starter Plan
- This plan is suitable for small businesses and startups.
- It provides the basic functionalities of the Exa system.
- The monthly price starts at $50.
Professional Plan
- Targeted at mid-sized business entities.
- Offers greater computational capabilities and more machine learning algorithms.
- The monthly price is at least $250.
Enterprise Plan
- Designed for large corporations with significant data processing demands.
- Provides access to the complete set of features available in Exa, including premium customer service.
- Custom pricing applies, along with options for volume discounts and enterprise-grade support.
API Pricing
For those using Exa AI through its API, the pricing is structured differently:
Pay as You Go
- Suitable for individuals and small teams.
- Offers $10 in free credits to get started.
- Pricing varies based on the type of search:
- Auto Search: $5 for 1-25 results, $25 for 26-100 results.
- Neural Search: $5 for 1-25 results, $25 for 26-100 results.
- Keyword Search: $2.5 for 1-25 results, $2.5 for 26-100 results.
Websets Pricing
- Core Plan: $200 per month, includes 20k credits (about 2k results), up to 100 fully-matched results per Webset, unlimited seats, up to 3 smart columns, and alerts for new results.
- Business Plan: $800 per month, includes 100k credits (about 10k results), up to 1,000 fully-matched results per Webset, unlimited smart columns, and the ability to get contacts and emails from prospects.
Custom and Enterprise Options
- For high-volume users, custom datasets, and enterprise security needs, Exa AI offers custom pricing with features such as volume discounts, standard billing, early access to new features, and comprehensive security including zero data retention.
Free Options
- Individual developers can use Exa AI for free up to 1000 requests per month. This includes access to the API for basic search, content retrieval, and other functionalities.
Exa AI - Integration and Compatibility
Integration with AI Content Labs
Exa AI can be integrated with AI Content Labs to leverage its AI-powered search engine. This integration allows users to access real-time web information, feeding language models with up-to-date and relevant data. To set this up, you need to obtain your Exa.ai API key and add it to your AI Content Labs account. This process involves logging into your AI Content Labs account, selecting “Set Up API Keys,” locating the Exa.ai card, and pasting the API key into the designated field.
Integration with Make.com
Exa AI can also be integrated with Make.com (formerly Integromat) to automate workflows. This integration enables users to build powerful automated workflows without requiring any coding. You can connect Exa AI with other Make.com apps by installing the Exa AI addon, entering your Exa AI API key, and setting up the necessary modules. This setup allows you to automate tasks such as querying the latest news or searching for specific information on the internet using AI.
Compatibility with Enterprise Solutions
In the healthcare sector, Exa Platform, powered by Konica Minolta, integrates with Amazon Web Services (AWS) to provide an open API ecosystem. This integration allows for the decoupling of customer data from Exa PACS, enabling access to various solutions integrated with AWS HealthImaging, including data anonymization, AI, business intelligence, and more. This setup is particularly useful in high-volume enterprise healthcare systems, allowing for the storage, transformation, and analysis of medical images in the cloud at petabyte scale.
General API Compatibility
Exa AI provides an open API that can be integrated into various enterprise solutions, making it compatible with a wide range of applications. The API offers several search models, including `Auto`, `Neural`, `Keyword`, `Text`, `Highlights`, and `Summary` content models. This flexibility allows users to leverage Exa.ai’s technology in different contexts, from content creation to business intelligence and research.
Conclusion
In summary, Exa AI’s integration capabilities are diverse and flexible, allowing it to be used across multiple platforms and tools, from content creation and automation to enterprise healthcare solutions.
Exa AI - Customer Support and Resources
Exa AI Customer Support Options
AI Chatbots
Exa AI’s platform allows businesses to deploy AI chatbots that can handle a wide range of customer service tasks. These chatbots can answer frequently asked questions, provide product recommendations, guide users through complex processes, and troubleshoot issues. They are capable of delivering instant, accurate, and empathetic assistance across multiple channels, including websites, mobile apps, messaging platforms, and social media.Multilingual Support
The chatbots support multiple languages, enabling businesses to communicate with customers in their preferred language, thus breaking down language barriers and expanding reach in international markets.Voice Support
Exa AI’s chatbot also integrates with voice assistants, allowing users to interact using natural voice commands, providing hands-free and convenient access to services.Omnichannel Engagement
The platform ensures consistent, high-quality interactions across all channels, allowing customers to engage with the brand on their preferred platform.Exa AI Additional Resources
Automated Summaries and Follow-Up
Exa AI can summarize support conversations, highlighting key points and agreed-upon actions. This feature helps in improving follow-up accuracy and ensures both customers and support agents have a clear record of the interaction.Knowledge Cloning
Exa AI’s platform can capture and replicate the expertise of top professionals within the AI chatbot. It ingests and learns from various data sources, including documents, manuals, and customer interactions, to provide expert-level support.Customization and Integration
The platform offers extensive customization options, allowing businesses to align the chatbot with their brand identity, integrate custom data and workflows, and create unique conversational journeys. It also seamlessly integrates with existing systems, making implementation easy and efficient.Security and Data Privacy
Exa AI provides a self-hosted deployment option, giving businesses complete control over their data and infrastructure. This ensures strict security measures can be implemented to safeguard sensitive information and comply with industry-specific regulations.Scalability
The platform is designed to scale with the business, accommodating increasing demands and traffic without compromising performance. It offers a virtual private cloud solution to handle varying loads efficiently.No-Code Chatbot Builder
Exa AI provides a no-code chatbot builder with an intuitive drag-and-drop interface, making it easy for anyone to design, customize, and deploy AI chatbots quickly. By leveraging these features, Exa AI enables businesses to deliver exceptional customer experiences, streamline operations, and drive growth through efficient and personalized support. Exa AI - Pros and Cons
Advantages of Exa AI
Exa AI offers several significant advantages that make it a valuable tool in the AI agents and AI-driven product category:Real-Time Web Crawling and Data Retrieval
Exa AI continuously updates its database by crawling new URLs every minute, ensuring AI systems have access to the most current and relevant information. This real-time data retrieval is crucial for applications that require up-to-date content.Semantic Search Capabilities
Unlike traditional search engines that rely on keyword matching, Exa AI uses neural search technology to understand the semantic meaning of queries. This allows it to return results that are more precise and relevant, uninfluenced by SEO optimizations.Advanced Content Handling
Exa AI can instantly retrieve clean and parsed content from web pages, eliminating the need for web scraping or HTML parsing. It also provides features like content highlights and similarity search, which enhance the depth and accuracy of research and analysis.Multi-Language Support and Customizable Workflows
Exa AI supports multiple languages, making it suitable for international data analysis and applications. Additionally, users can customize workflows to fit specific project needs, improving efficiency and output in diverse applications.Integration with Existing Tools
Exa AI seamlessly integrates with existing analytics tools and large language models (LLMs), enhancing data interpretation and decision-making processes. This integration is particularly useful for creating dynamic and informative content.Enhanced Security
Exa AI prioritizes security with robust protocols to protect sensitive information while processing and storing data, which is essential for maintaining data integrity and confidentiality.Disadvantages of Exa AI
While Exa AI offers numerous benefits, there are also some challenges and limitations to consider:Ethical Considerations
Like any AI system, Exa AI faces ethical issues such as data privacy concerns, fairness in algorithms, and the potential for malicious use. These issues need to be addressed to ensure the ethical deployment of the technology.Technical Challenges
Implementing Exa AI can be challenging due to the high infrastructural support required. It necessitates constant data feeding and the availability of professional experts to run and sustain the system. This can be a significant barrier for some organizations.Limitations in Specific Queries
While Exa AI’s neural search is highly effective for broad and complex queries, it may not perform as well for specific, local, or obscure topics where keyword search might be more appropriate. This requires a balanced approach in choosing the right search type for the query.Potential for Errors in New Technology
As a relatively new technology, Exa AI may still have certain limitations and potential errors that need to be ironed out. This includes the possibility of inaccuracies or inconsistencies in the results, especially in less common or niche topics. By understanding these advantages and disadvantages, users can better evaluate whether Exa AI aligns with their needs and how to effectively integrate it into their workflows. Exa AI - Comparison with Competitors
Unique Features of Exa AI
Exa AI stands out as a “Google for AIs” by providing real-time access to web data through features like semantic search, content scraping, similarity search, and advanced filtering options. Here are some of its unique features:- Real-time Data Retrieval: Exa crawls new URLs every minute to deliver the most recent content, ensuring AI systems stay updated.
- Multi-language Support: Exa can process and understand content in multiple languages, which is beneficial for international data analysis and applications.
- Advanced Analytics Integration: Exa seamlessly integrates with existing analytics tools, enhancing data interpretation and decision-making processes.
- Scalable Architecture: Exa’s infrastructure is designed to handle large-scale operations, making it ideal for enterprises requiring extensive data processing.
- Secure Data Handling: Exa prioritizes security with robust protocols to protect sensitive information while processing and storing data.
Competitors and Alternatives
Well-Link Technologies
Well-Link Technologies specializes in real-time cloud rendering solutions, including cloud gaming and extended reality (XR). While it does not directly compete with Exa AI in data retrieval, it offers cloud-based services that could be complementary in certain applications.Reaktive
Reaktive is a platform for creative professionals, focusing on cloud-based solutions to replace desktop hardware. It does not offer the same data retrieval and web scraping capabilities as Exa AI but is relevant for cloud-based creative workflows.Cyber Cloud
Cyber Cloud provides cloud-based Platform as a Service (PaaS) and Software as a Service (SaaS) solutions, including cloud gaming, XR, and virtual desktops. Like Well-Link Technologies, it is more focused on cloud infrastructure rather than data retrieval.AI Agent Tools (General Comparison)
When looking at AI agent tools that handle data analysis, retrieval, and processing, here are a few alternatives:Athena Intelligence
Athena Intelligence is designed for AI-native analytics platforms, handling queries, data analysis, and report creation. It is more specialized in analytics rather than web data retrieval but can be used in conjunction with Exa AI for comprehensive data analysis.GPT Researcher
GPT Researcher is an autonomous agent that conducts extensive internet research, generating research outlines and reports. While it overlaps with Exa AI in web data retrieval, it is more focused on research and report generation.Kompas AI
Kompas AI is a business intelligence tool that assists organizations in making data-driven decisions through predictive analytics and automated reporting. It integrates well with existing analytics tools but does not have the same real-time web data retrieval capabilities as Exa AI.Other Considerations
For specific use cases, other tools might be more suitable:- FigJam AI: Part of Figma’s FigJam, this tool uses text prompts to generate boards and diagrams, which can be useful for collaborative and visual data representation.
- Otter.ai: Specializes in automated meeting notes and summaries, which can be integrated with Exa AI for more comprehensive data processing and analysis.
Exa AI - Frequently Asked Questions
Here are some frequently asked questions about Exa AI, along with detailed responses to each:
What is Exa AI?
Exa AI is an AI-powered search engine developed by a San Francisco-based AI research company. It is specialized for use by other AI agents, enhancing their capabilities by providing high-quality, relevant web content. Exa AI uses neural search technology to handle complex queries and return precise results, often filtering out SEO-optimized content for more objective information.
How does Exa AI’s Neural Search work?
Exa AI’s Neural Search uses a transformer-based model to comprehend queries and return the most relevant links. This technology allows for semantic understanding, handling complex queries based on meaning rather than just keywords. It can embed large portions of the web, enabling extremely specific and complex queries to yield high-quality results.
What are the key features of Exa AI?
- Neural Search Technology: Uses transformers for semantic understanding and handling complex queries.
- Natural Language Queries: Processes and understands natural language queries for more accurate results.
- Instant Content Retrieval: Instantly returns clean and parsed content for any page in its index.
- Large-scale Searches: Capable of returning thousands of results for automatic processing.
- Content Highlights: Extracts relevant excerpts or highlights from retrieved content for targeted information.
- Auto Search: Automatically selects the best search type (neural or keyword) based on the query for optimal results.
How can Exa AI be integrated into existing workflows?
Exa AI can be integrated into various workflows through its API. For example, it can be used in AI Content Labs to access real-time web information, feeding language models with up-to-date and relevant data. This integration allows users to generate high-quality content more efficiently. Users can obtain an API key and add it to their AI Content Labs account to start leveraging Exa AI’s capabilities.
What are the pricing options for Exa AI?
Exa AI offers several pricing plans:
- Pay as you go: For individuals and small teams, starting with $10 in free credits. Pricing varies based on the type of search (Auto, Neural, Keyword) and the number of results requested.
- Core Plan: $200/month for 20k credits (about 2k results), suitable for small to medium-sized needs.
- Business Plan: $800/month for 100k credits (about 10k results), suitable for larger business entities.
- Enterprise Plan: Custom pricing with custom credits, volume discounts, and enterprise-grade support.
How does Exa AI enhance Large Language Models (LLMs)?
Exa AI enhances LLMs by supplying high-quality, relevant web content, minimizing hallucination and outdated responses. An LLM can use Exa AI to find pertinent web content and generate answers based on reliable, up-to-date information. This integration helps in creating more accurate and valuable content.
What are the benefits of using Exa AI?
- Real-time Web Crawling: Provides updated information.
- Semantic Search: Allows for better understanding of queries and retrieval of more relevant results.
- SEO-Free Results: Filters out SEO noise, resulting in more accurate information.
- Efficient Content Creation: Enhances content creation workflows by providing precise and up-to-date information.
What are the potential limitations of Exa AI?
- Information Coverage: As a relatively new technology, Exa AI may have certain limitations in terms of information coverage compared to more established search engines.
- Pricing Model: The pay-per-use model, while flexible, may require careful budget management to avoid unexpected costs.
How does Exa AI ensure data security?
Exa AI provides comprehensive security measures, including zero data retention for enterprise plans. It also offers SLAs and MSAs, ensuring high standards of data security and compliance.
Can Exa AI be used for specific industry applications?
Yes, Exa AI can be used in various industry applications. For example, it can be used in retail to help retailers understand clients better, predict trends, and plan stock and promotions. It can also be used in the development of self-driving automobiles by processing real-time sensor information and identifying traffic bottlenecks.
Exa AI - Conclusion and Recommendation
Final Assessment of Exa AI
Exa AI is a groundbreaking AI-driven product that revolutionizes the way AI agents interact with and retrieve information from the web. Here’s a comprehensive assessment of its benefits, target users, and overall recommendation.Key Features and Benefits
- Exascale Computing Power: Exa AI boasts an extraordinary computational capacity, enabling it to handle vast amounts of data quickly and efficiently. This is crucial for applications that require real-time data analysis and processing.
- Advanced Search Capabilities: Unlike traditional search engines, Exa AI uses embedding models and natural language processing to provide SEO-free results, ensuring more relevant and objective information. This makes it ideal for AI applications that need precise and up-to-date data.
- Scalability and Flexibility: Exa AI is highly scalable and can be integrated into various environments, from legacy systems to modern cloud ecosystems. This flexibility allows businesses to adopt AI solutions without significant workflow modifications.
- Enhanced Decision-Making: By integrating pre-processing, real-time analysis, and post-processing, Exa AI improves the speed and accuracy of decision-making processes. It also enhances operational efficiency and reduces time consumption.
Target Users
Exa AI is particularly beneficial for several types of users:- Businesses and Enterprises: Companies in various sectors, such as healthcare, finance, and retail, can leverage Exa AI to analyze large datasets, predict trends, and make informed decisions. For instance, in healthcare, Exa AI can help in personalized treatments and the discovery of new medications.
- AI Developers and Researchers: Developers building AI applications, such as AI writing assistants, VC firms sourcing startups, and AI research teams, can use Exa AI to retrieve high-quality, relevant data. This is especially useful for training large language models and assembling datasets.
- Content Creators: Integrating Exa AI with platforms like AI Content Labs can significantly enhance content creation workflows. It allows users to access real-time web information, filter out irrelevant results, and generate high-quality content efficiently.
Overall Recommendation
Exa AI is a highly recommended tool for anyone looking to integrate advanced AI search capabilities into their workflows. Here are some key points to consider:- Accuracy and Relevance: Exa AI’s ability to provide SEO-free and semantically relevant results makes it a valuable asset for applications requiring precise information.
- Efficiency and Scalability: Its exascale computing power and flexible integration options ensure that it can handle large datasets and scale with the needs of the business.
- Versatility: From healthcare and finance to content creation and AI research, Exa AI offers a wide range of applications that can benefit from its advanced search and data analytics capabilities.