Question
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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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