Question stringlengths 44 212 | Response stringlengths 1 459 |
|---|---|
What API connected to Weaviate allows users to build low latency search engines with little to no code? | Corpus API |
What is the term used to describe the concept of allowing users to deploy their own cloud with Weaviate? | Bring Your Own Cloud |
What cookie is used by Google AdSense for experimenting with advertisement efficiency, and what is its maximum storage duration? | _gcl_au
3 months |
Which action is required to store non-essential cookies on a user's device according to the law mentioned in the document? | Permission. |
Which cookie is essential for ensuring visitor browsing-security by preventing cross-site request forgery? | XSRF-TOKEN |
What is the maximum storage duration for the "PXeBumDLwe_pxtiming" storage type? | Persistent |
What are the maximum storage durations for cookies and HTML Local Storage according to the Cookie Declaration updated by Cookiebot on 3/25/25? | 1 year for cookies; Persistent for HTML Local Storage. |
What is required for a website to store non-essential cookies on a user's device? | User's permission. |
What cookie is used to register a unique ID for targeted ads with a maximum storage duration of 6 months? | NID |
What is the maximum storage duration for the **signals-sdk-user-id** cookie, and what type of storage does it use? | 1 year; HTTP Cookie |
What capability does Weaviate use to generate outputs based on retrieved objects? | Retrieval augmented generation (RAG). |
What is the maximum storage duration for VISITOR_INFO1_LIVE, and what type of storage is used? | 180 days, HTTP Cookie |
What provisioner should be avoided to prevent file corruptions when using Azure File with Weaviate version 1.25 or higher? | file.csi.azure.com |
For which provider are cookies primarily used to track user interactions with embedded video content? | YouTube |
What is the core philosophy behind Weaviate's approach to teamwork and collaboration? | Work together as one. |
What is required to store non-essential cookies on a user's device according to the reference document? | Permission |
Which type of cookie is used to distinguish between humans and bots with a session storage duration? | rc::c |
Which indexing techniques are mentioned for speed and scale needs? | HNSW, flat indexing techniques |
Which Weaviate product type is designed for managing and deploying AI agents capable of personalization and transformation tasks? | Weaviate Agents |
What type of database technology does Weaviate use to organize and search data? | Vector database |
Which Weaviate deployment option allows using personal cloud infrastructure? | Bring Your Own Cloud |
What type of storage is used by the "ServiceWorkerLogsDatabase#SWHealthLog" and what is its maximum storage duration? | IndexedDB, Persistent |
What is the required action if you want to change or withdraw your consent for non-essential cookies on a website? | Change or withdraw consent from the Cookie Declaration on the website. |
What is the maximum storage duration type for the "docusaurus.announcement.id" in HTML Local Storage? | Persistent |
What are the names of the agents specifically mentioned in the Weaviate product offerings? | Query Agent, Transformation Agent, Personalization Agent |
What is a potential disadvantage of using cross-references instead of flattened properties in Weaviate when designing a data schema? | Slow to query. |
What type of storage duration is associated with the g2tracking HTML Local Storage entry? | Persistent |
How does Weaviate ensure data remains secure within a user's environment? | Weaviate can be self-hosted or managed within a user's own VPC environment to ensure data security. |
What happens to the lists of failed objects and references when a new batching process is initialized? | They are reset. |
What is the maximum storage duration for the Google Analytics cookie used to track visitors across devices and marketing channels? | 2 years |
What is the purpose of the `__tld__` cookie used on multiple websites? | To track visitors on multiple websites in order to present relevant advertisement based on the visitor's preferences. |
What operator is used to filter results based on geographical range in the Weaviate Java client syntax? | WithinGeoRange |
Which cookie in the document is used to prevent cross-site request forgery and ensure visitor browsing-security? | XSRF-TOKEN |
What mechanism does Weaviate use for vector indexing to enable efficient search functionality? | HNSW (Hierarchical Navigable Small World) multilayered graph |
What method should be used in Weaviate version 4 to specify the schema in the client, replacing the previous `WithSchema` method? | WithProperties(properties) |
What is the maximum storage duration for the "PXeBumDLwe_pxtiming" key, and what type of storage does it use? | Persistent, HTML Local Storage |
Which type of cookie is used to track if a user's browser supports cookies and what is its maximum storage duration? | test_cookie; 1 day |
What argument change occurred in the `weaviate.connect_to_x` methods in version `v4.4b9`? | The `timeout` argument is now part of the `additional_config` argument. |
Which cookie is used in context with the website’s BotManager to detect potential bots? | _px3 |
Which cookie is used to register a unique ID to track which YouTube videos a user has watched? | YSC |
Which types of cookies require user permission for storage on a device according to the law? | All types of cookies except those strictly necessary for site operation. |
Which platforms can Weaviate integrate with for building and deploying agentic AI solutions? | LangChain, LlamaIndex, Crew AI |
What parameters can be customized to limit the payload in a Weaviate query response object in the current client version? | Properties and metadata. |
What is the maximum storage duration for the **VISITOR_INFO1_LIVE** HTTP cookie? | 180 days |
What type of storage duration is associated with the YouTube video player preference for "yt-remote-session-name"? | Session |
What is the maximum storage duration for the **a.png** cookie, and what is its type? | Session; Pixel Tracker |
What type of SLAs are offered for support availability in the described service package? | Professional or Business Critical SLAs |
What is the maximum storage duration for the HTTP Cookie named "VISITOR_INFO1_LIVE" used for estimating users' bandwidth on pages with integrated YouTube videos? | 180 days |
Which cookie is used to ensure visitor browsing-security by preventing cross-site request forgery and is essential for the website's security? | XSRF-TOKEN |
Which type of cookie is used to optimize user experience by remembering server-cluster information? | lidc |
What type of cookie is used by CookieConsent to store the user's cookie consent state, and what is its maximum storage duration? | HTTP Cookie, 1 year |
Which cookie is necessary for preventing cross-site request forgery and has a session-based storage duration? | XSRF-TOKEN |
What type of architecture does Weaviate Cloud offer for high-availability needs? | High-availability architecture. |
What is the highest response time severity level available in the Business Critical SLA Tier for Weaviate's Serverless offering? | 1h (24/7) |
What is the maximum storage duration for the data type associated with "a.png" in the reference document? | Session |
What tool is used for configuring Weaviate instances using Docker, and what file type does it utilize? | Docker Compose; YAML files |
What does Weaviate Cloud handle for users that allows them to focus on innovation? | Infrastructure management |
How does Weaviate support the development of generative AI applications by simplifying infrastructure management? | Weaviate simplifies infrastructure management for generative AI applications by removing the need to create boilerplate code, set up databases, and manage infrastructure. |
Which category includes companies like CrewAI and DSPy in Weaviate's integration ecosystem? | LLM and Agent Frameworks |
What type of storage is used for both the docusaurus.announcement.dismiss and docusaurus.announcement.id properties on the weaviate.io website? | HTML Local Storage |
What minimum version of the Weaviate server is required for compatibility with the Weaviate Python v4 client? | 1.23.7 |
What is the primary database product offered by Weaviate? | Vector Database |
What is the maximum storage duration for the _ga Google Analytics cookie? | 2 years |
What types of clusters are available in Weaviate Cloud for different usage scenarios? | Sandbox clusters, Serverless clusters |
What is the purpose of the **rc::a** cookie, and what is its type and storage duration? | Purpose: Distinguish between humans and bots
Type: HTML Local Storage
Storage Duration: Persistent |
Which provider uses the `pxvid` cookie to distinguish between humans and bots, and what is its maximum storage duration? | Client.px-cloud.net; 1 year |
Which cookie is used by the website's operator for multi-variate testing to find the best variation of the site, and has a maximum storage duration of 6 months? | _wixAB3 |
What is the default scope the Weaviate Go client uses for obtaining a refresh token with OIDC authentication in version 4.7.0? | offline_access |
What is the maximum storage duration for HTML Local Storage as mentioned in the document? | Persistent |
Which type of data storage in the document has a session-based maximum storage duration? | HTTP Cookie |
What is the maximum storage duration for the "docusaurus.announcement.dismiss" in HTML Local Storage? | Persistent |
What type of agent is designed for personalization in the context of Weaviate? | Personalization Agent |
What type of storage is used for the `docusaurus.announcement.id`, and how is its storage duration described? | HTML Local Storage, Persistent |
How can you launch Weaviate directly from Python or JS/TS for quick evaluation? | Run Embedded Weaviate |
Which type of HTML storage is used for storing 'docusaurus.announcement.id' as specified in the reference document? | HTML Local Storage |
What is the purpose of the **rc::a** cookie according to the document? | Distinguish between humans and bots. |
Which type of cookie related to "ko_id" has a maximum storage duration of one year? | HTTP Cookie |
Which cookie is used to prevent cross-site request forgery and is essential for website security? | XSRF-TOKEN |
How do Python client version requirements differ for Linux and macOS environments when using Embedded Weaviate? | Python v3 client support is new in `v3.15.4` for Linux and `v3.21.0` for macOS. |
Which exception class does `WeaviateBatchError` inherit from in the Weaviate client library? | weaviate.exceptions.WeaviateBaseError |
What is the primary library dependency that impacts the thread-safety of the Weaviate Python client? | requests |
What is the maximum storage duration type for the "g2tracking" as specified in HTML Local Storage? | Persistent |
Which product feature refers to utilizing a database optimized for managing high-dimensional data representations? | Vector Database |
What is the maximum storage duration for the "g2tracking" local storage mentioned in the document? | Persistent |
What method would you use to connect to a Weaviate instance running locally using default parameters, and which version of the Weaviate client API does this method pertain to? | weaviate.connect_to_local(), v4. |
Which pixel tracker in the document has a session storage duration? | a.png |
Which helper function would you use to connect to a Weaviate instance with custom configurations, and which version of the Weaviate client API does this function relate to? | `weaviate.connect_to_custom()`, version v4 |
What function in the Weaviate v4 API `data` submodule is suggested for importing a large number of objects, and what is the recommended alternative for even larger imports? | `insert_many` for importing a large number of objects; consider using `batch` imports for even larger imports. |
What submodule in Weaviate v4 is responsible for search operations, and what additional functionality builds on top of it? | `query`; `generate` |
What type of query in the Weaviate API is used to perform retrieval augmented generation specifically for generating text for grouped tasks and single prompts? | Generate |
What parameter is used in the Weaviate API's `aggregate.near_text` method to specify the group organization by a specific property? | group_by |
What is the maximum storage duration for the "g2tracking" data type mentioned in the document? | Persistent |
What is the name of the persistent storage type used for the 'g2tracking' entry as mentioned in the document? | HTML Local Storage |
What type of storage is used for the "docusaurus.announcement.dismiss" data type, and what is its duration? | HTML Local Storage, Persistent |
What is the maximum storage duration for the 'luma.first-page' entry? | Session |
What method is used to construct a filter for classification with a non-equality operator on a textual field according to the given reference? | filters.NotEqual |
Which cookie is used to distinguish between humans and bots and has a maximum storage duration of one year? | _pxvid |
Which cookie is responsible for ensuring visitor browsing-security by preventing cross-site request forgery? | XSRF-TOKEN |
What change must be made in the Helm chart’s `values.yaml` file to ensure that gRPC API traffic can be accessed from outside the Kubernetes cluster, according to Weaviate's version 17.0.0 or higher configuration? | grpcService:
enabled: true
type: LoadBalancer |
What method is described for creating a cross-reference by specifying a target UUID within Weaviate functions? | Cross-references should be added under a `references` parameter with the structure: `{"<REFERENCE_PROPERTY_NAME>":"<TARGET_UUID>"}`. |
End of preview. Expand in Data Studio
Samples in this benchmark were generated by RELAI using the following data source(s):
Data Source Name: weaviate
Data Source Link: https://weaviate.io/developers/weaviate
Data Source License: https://github.com/weaviate/weaviate/blob/main/LICENSE
Data Source Authors: Weaviate B.V.
AI Benchmarks by Data Agents. 2025 RELAI.AI. Licensed under CC BY 4.0. Source: https://relai.ai
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