Libraries tagged by feature selection

# Introduction **INDA (INtelligent Data Analysis)** is an [Intervieweb](https://www.intervieweb.it/hrm/) AI solution provided as a RESTful API. The INDA pricing model is *credits-based*, which means that a certain number of credits is associated to each API request. Hence, users have to purchase a certain amount of credits (established according to their needs) which will be reduced at each API call. INDA accepts and processes a user's request only if their credits quota is grater than - or, at least, equal to - the number of credits required by that request. To obtain further details on the pricing, please visit our [site](https://inda.ai) or contact us. INDA HR embraces a wide range of functionalities to manage the main elements of a recruitment process: + [**candidate**](https://api.inda.ai/hr/docs/v2/#tag/Resume-Management) (hereafter also referred to as **resume** or **applicant**), or rather a person looking for a job; + [**job advertisement**](https://api.inda.ai/hr/docs/v2/#tag/JobAd-Management) (hereafter also referred to as **job ad**), which is a document that collects all the main information and details about a job vacancy; + [**application**](https://api.inda.ai/hr/docs/v2/#tag/Application-Management), that binds candidates to job ads; it is generated whenever a candidate applies for a job. Each of them has a specific set of methods that grants users the ability to create, read, update and delete the relative documents, plus some special features based on AI approaches (such as *document parsing* or *semantic search*). They can be explored in their respective sections. Data about the listed document types can be enriched by connecting them to other INDA supported entities, such as [**companies**](https://api.inda.ai/hr/docs/v2/#tag/Company-Management) and [**universities**](https://api.inda.ai/hr/docs/v2/#tag/Universities), so that recruiters may get a better and more detailed idea on the candidates' experiences and acquired skills. All the functionalities mentioned above are meant to help recruiters during the talent acquisition process, by exploiting the power of AI systems. Among the advantages a recruiter has by using this kind of systems, tackling the bias problem is surely one of the most relevant. Bias in recruitment is a serious issue that affect both recruiters and candidates, since it may cause wrong hiring decisions. As we care a lot about this problem, we are constantly working on reduce the bias in original data so that INDA results may be as fair as possible. As of now, in order to tackle the bias issue, INDA automatically ignores specific fields (such as name, gender, age and nationality) during the initial processing of each candidate data. Furthermore, we decided to let users collect data of various types, including personal or sensitive details, but we do not allow their usage if it is different from statistical purposes; our aim is to discourage recruiters from focusing on candidates' personal information, and to put their attention on the candidate's skills and abilities. We want to help recruiters to prevent any kind of bias while searching for the most valuable candidates they really need. The following documentation is addressed both to developers, in order to provide all technical details for INDA integration, and to managers, to guide them in the exploration of the implementation possibilities. The host of the API is [https://api.inda.ai/hr/v2/](https://api.inda.ai/hr/v2/). We recommend to check the API version and build (displayed near the documentation title). You can contact us at [email protected] in case of problems, suggestions, or particular needs. The search panel on the left can be used to navigate through the documentation and provides an overview of the API structure. On the right, you can find (*i*) the url of the method, (*ii*) an example of request body (if present), and (*iii*) an example of response for each response code. Finally, in the central section of each API method, you can find (*i*) a general description of the purpose of the method, (*ii*) details on parameters and request body schema (if present), and (*iii*) details on response schema, error models, and error codes.

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Selectively expose new features to a subset of your users.

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A bootsttrap based feature section using Items

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A bootsttrap based feature section using Items

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A bootsttrap based feature section using Items

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Schemator is an advanced Laravel package designed to streamline development workflows by automatically generating Eloquent models and optional Filament resources. It offers features like selective table generation, skipping default Laravel tables, and enhanced model generation with Laravel Sanctum support for the User model.

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# Getting Started API Version: [v1](v1.html) The weclapp REST API lets you integrate weclapp with other applications or services. The specification for this version can be downloaded here: | Format | Public | |---------------------------------|----------------------------------------------------------------------------------| | swagger JSON | Download | | OpenApi 3 JSON | Download | | OpenApi 3 YAML (with user docs) | Download | ## What should I know before starting? Our API is continuously being developed and improved, but we are still trying to keep it as stable as possible. We try to only have changes that are backwards compatible: usually the changes are only additions, e.g. new resources are implemented or new properties are added to existing resources. Sometimes breaking changes cannot be avoided, e.g. when a new feature requires an incompatible change to the underlying data model, all those changes will be documented in the change log. ## Security and Authentication You must be a verified user to make API requests. You can authorize against the API with an API token. The token is configurable in your weclapp account under **My settings > API**. Authentication is possible in multiple ways: If the request contains the session cookies of a logged in weclapp session then the user and permissions of that session are used. This is useful when testing the API in a web browser, because then requests are “automatically” authenticated if weclapp is used in another tab. But generally the API is not used from a browser or with session cookies, instead there is an API token for each user that can be used to authenticate requests. Each user can find his/her token on the "My Settings page". The token should be kept secret like a password. A user can also generate a new token at any time, doing that invalidates all previous tokens. Authenticating using a token is possible in two ways: * the token can be sent using the AuthenticationToken header `AuthenticationToken: {api_token}` * the standard HTTP Basic authentication can be used: the username needs to be `“*”` and the password is the token ## Using curl ```bash curl --compressed -H "AuthenticationToken:{api_token}" "https://.weclapp.com/webapp/api/v2" ... ``` Examples of how to use curl will be shown in each section of this API. ## Headers This is a JSON-only API. You must supply a `Content-Type: application/json` header on PUT and POST operations. You must set a `Accept: application/json` header on all requests. You may get a `text/plain` response in case of error, e.g. in case of a bad request, you should treat this as an error you need to take action on. To reduce traffic the weclapp API works with [compression](https://developer.mozilla.org/en-US/docs/Web/HTTP/Compression#end-to-end_compression). This means, a client should always submit the header “Accept-Encoding: gzip”. If this header is not set, the API will enforce compression and respond with "Content-Encoding: gzip". Please also make sure to set a `User-Agent` header for all automated requests, as that makes it much easier to identify misbehaving clients. ## URLs The base URL for the API is `https://.weclapp.com/webapp/api/v2/` where `.weclapp.com` is the domain of the specific weclapp instance. So each weclapp instance has its own API endpoints which allow accessing data for that particular instance. The API provides access to various resources like customers, sales orders, articles etc.. Each of those resources implements a common set of operations. The URLs and HTTP methods for the different resource operations use the same pattern for all resources: | Operation | HTTP Method | URL pattern | |-------------------------------|-------------|-----------------------------------------------------------------------| | Query/list instances | GET | `https://.weclapp.com/webapp/api/v2/` | | total number of instances | GET | `https://.weclapp.com/webapp/api/v2//count` | | Get a specific instance by id | GET | `https://.weclapp.com/webapp/api/v2//id/` | | Create a new instance | POST | `https://.weclapp.com/webapp/api/v2/` | | Update a specific instance | PUT | `https://.weclapp.com/webapp/api/v2//id/` | | Delete a specific instance | DELETE | `https://.weclapp.com/webapp/api/v2//id/` | Not all resources support all of those operations. A general description for each operation can be found in API operations by example, and details for each resource are described on the page for that resource. ## Additional operations Some resources allow further operations or actions. Those operations can be executed with a POST request, for some operations that only read data it is also possible to use a GET request (this is documented for each operation). For general operations for a resource the URL pattern is `https://.weclapp.com/webapp/api/v2//`. Some operations are instance specific, those use the following URL pattern: `https://.weclapp.com/webapp/api/v2//id//`. ## JSON | Type | Representation in JSON | |----------------------|------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------| | string | Serialized as JSON string, empty strings (length 0 or only whitespace) are always interpreted as null, it is not possible to have a property with an empty string value. | | boolean | Serialized as `true` / `false`. | | decimal number | Most numbers in weclapp are decimal numbers with a fixed precision and scale (e.g. quantities or prices), they are serialized as JSON strings and not as JSON numbers to prevent accidental loss of precision when the JSON is deserialized with a JSON library that uses doubles to represent JSON numbers. The serialized numbers always use a “.” as the decimal mark (if one is required). | | integers | Integer numbers (that can safely be represented as a double) are serialized as JSON numbers. | | floats/doubles | Serialized as JSON numbers. | | dates and timestamps | Serialized as the milliseconds since 1970-01-01T00:00:00Z (as a JSON number). | | enums | Sometimes a property value can be one of a fixed number of named options. Those enum properties are serialized as a JSON string with the name of the option. | The deserialization of data sent to the API is relatively lenient, for example when a string is expected, but a number is given then that number is used as the string and the other way around (if possible). Properties with the value null are not serialized by default and when sending data to the API it is also not necessary to include properties whose value is null: all properties that are missing from the JSON object but are expected are assumed to be `null`. To get all properties including those with the value null the query parameter `serializeNulls` can be added to the request URL, in that case null values are included in the response. ## Error Responses Any request on the weclapp API may return an error response, with a structure conforming to [RFC 7807](https://datatracker.ietf.org/doc/html/rfc7807). See the [API error reference](#errors) section for details. ## Change Policy weclapp may modify the attributes and resources available to the API and our policies related to access and use of the API from time to time without advance notice. weclapp will use commercially reasonable efforts to notify you of any modifications to the API or policies through notifications or posts on the weclapp Developer Website. weclapp also tracks deprecation of attributes of the API on its Changelog. Modification of the API may have an adverse effect on weclapp Applications, including but not limited to changing the manner in which weclapp Applications communicate with the API and display or transmit Your Data. weclapp will not be liable to you or any third party for such modifications or any adverse effects resulting from such modifications # API newsletter Sign up here for our [API newsletter](https://340d89eb.sibforms.com/serve/MUIEAEREP3buQMWpwPwuVohmsPBikdVQIilNQeZ2DJBE5NZePFYqyp_62WSheCC5t_Q7eJ6SVpZBauqRY93L8L8Iquik5gaH40Bi0uOtPioS7U7k4JvemqVuSdvEV0A3DgygC5LOAv-kjuN4Ij5MUqzm5DSHYbmKvGucHMXpZMFGGA5Lwi5VUv6ZZbROGqZJCrGfYFxGttzVBqc_). We will inform you regularly about planned API changes. # API operations sample As mentioned previously all resources implement common operations in the same way. In the following all the common operations are explained for the `customer` resource. The operations work in the same way for all other resources (some resources don’t support all the operations), the differences between the resources are mostly the data and the properties that are required and used. ## Querying The most common operation is querying or listing the existing entity instances. This is possible with a `GET` request to the base URL of a resource: ### `GET /customer` ```bash curl --compressed -H "AuthenticationToken:" "https://.weclapp.com/webapp/api/v2/customer" ``` **Output:** ```json { "result": [ { "id": "4342", "version": "1", "addresses": [ { "id": "4344", "version": "0", "city": "München", "countryCode": "DE", "createdDate": 1496828973904, "deliveryAddress": false, "invoiceAddress": false, "lastModifiedDate": 1496828973903, "primeAddress": true, "street1": "Mustergasse 7", "zipcode": "80331 " } ], "blocked": false, "company": "Muster GmbH", "contacts": [ { "id": "4332", "version": "1", "addresses": [ { "id": "4334", "version": "0", "city": "München", "countryCode": "DE", "createdDate": 1496828882836, "deliveryAddress": false, "invoiceAddress": false, "lastModifiedDate": 1496828882836, "primeAddress": true, "street1": "Fasanenweg 15", "zipcode": "80331" } ], "createdDate": 1496828882837, "email": "[email protected]", "firstName": "Max", "lastModifiedDate": 1496828996245, "lastName": "Mustermann", "partyType": "PERSON", "personCompany": "Muster GmbH", "salutation": "MR" } ], "createdDate": 1496828973904, "currencyId": "248", "currencyName": "EUR", "customAttributes": [ { "attributeDefinitionId": "4048" } ], "customerNumber": "C1006", "customerTopics": [], "deliveryBlock": false, "insolvent": false, "insured": false, "lastModifiedDate": 1496828996212, "optIn": false, "partyType": "ORGANIZATION", "responsibleUserFixed": false, "responsibleUserId": "947", "responsibleUserUsername": "[email protected]", "salesChannel": "NET1", "useCustomsTariffNumber": false } ] } ``` In this case there is one sales order with one order item. By default, all null values are omitted, to include them the query parameter serializeNulls can be used: ### `GET /customer?serializeNulls` ```bash curl --compressed -H "AuthenticationToken:" "https://.weclapp.com/webapp/api/v2/customer?serializeNulls" ``` **Output:** ```json { "result": [ { "id": "4342", "version": "1", "addresses": [ { "id": "4344", "version": "0", "city": "München", "company": null, "company2": null, "countryCode": "DE", "createdDate": 1496828973904, "deliveryAddress": false, "globalLocationNumber": null, "invoiceAddress": false, "lastModifiedDate": 1496828973903, "postOfficeBoxCity": null, "postOfficeBoxNumber": null, "postOfficeBoxZipCode": null, "primeAddress": true, "state": null, "street1": "Mustergasse 7", "street2": null, "zipcode": "80331 " } ], "amountInsured": null, "annualRevenue": null, "birthDate": null, "blockNotice": null, "blocked": false, "commercialLanguageId": null, "company": "Muster GmbH", "company2": null, "contacts": [ { "id": "4332", "version": "1", "addresses": [ { "id": "4334", "version": "0", "city": "München", "company": null, "company2": null, "countryCode": "DE", "createdDate": 1496828882836, "deliveryAddress": false, "globalLocationNumber": null, "invoiceAddress": false, "lastModifiedDate": 1496828882836, "postOfficeBoxCity": null, "postOfficeBoxNumber": null, "postOfficeBoxZipCode": null, "primeAddress": true, "state": null, "street1": "Fasanenweg 15", "street2": null, "zipcode": "80331" } ], "birthDate": null, "company": null, "company2": null, "createdDate": 1496828882837, "customAttributes": null, "description": null, "email": "[email protected]", "fax": null, "firstName": "Max", "fixPhone2": null, "lastModifiedDate": 1496828996245, "lastName": "Mustermann", "middleName": null, "mobilePhone1": null, "mobilePhone2": null, "partyType": "PERSON", "personCompany": "Muster GmbH", "personDepartment": null, "personRole": null, "phone": null, "phoneHome": null, "salutation": "MR", "title": null, "website": null } ], "createdDate": 1496828973904, "creditLimit": null, "currencyId": "248", "currencyName": "EUR", "customAttributes": [ { "attributeDefinitionId": "4048", "booleanValue": null, "dateValue": null, "numberValue": null, "selectedValueId": null, "selectedValues": null, "stringValue": null } ], "customerCategoryId": null, "customerCategoryName": null, "customerNumber": "C1006", "customerRating": null, "customerTopics": [], "defaultHeaderDiscount": null, "defaultHeaderSurcharge": null, "deliveryBlock": false, "description": null, "email": null, "fax": null, "firstName": null, "insolvent": false, "insured": false, "invoiceContactId": null, "lastModifiedDate": 1496828996212, "lastName": null, "leadSourceId": null, "leadSourceName": null, "middleName": null, "mobilePhone1": null, "oldCustomerNumber": null, "optIn": false, "parentPartyId": null, "partyType": "ORGANIZATION", "paymentMethodId": null, "paymentMethodName": null, "personCompany": null, "personDepartment": null, "personRole": null, "phone": null, "primaryContactId": null, "responsibleUserFixed": false, "responsibleUserId": "947", "responsibleUserUsername": "[email protected]", "salesChannel": "NET1", "salutation": null, "satisfaction": null, "sectorId": null, "sectorName": null, "shipmentMethodId": null, "shipmentMethodName": null, "termOfPaymentId": null, "termOfPaymentName": null, "title": null, "useCustomsTariffNumber": false, "vatRegistrationNumber": null, "website": null } ] } ``` ## Pagination By default the operation will not return all entity instances but only the first 100, this can be changed by using the `pageSize` query parameter with the number of desired results. But `pageSize` cannot be arbitrarily high it is usually limited 1000 (exceptions to the default limits of 100 and 1000 are noted in the documentation for the specific resources). To get further results it is necessary to skip entity instances, this is done using the `page` query parameter. Examples: ### `GET /customer?pageSize=10` ```bash curl --compressed -H "AuthenticationToken:" "https://.weclapp.com/webapp/api/v2/customer?pageSize=10" ``` returns at most 10 instances ### `GET /customer?page=2&pageSize=10` ```bash curl --compressed -H "AuthenticationToken:" "https://.weclapp.com/webapp/api/v2/customer?page=2&pageSize=10" ``` returns the second page of results (the `page` parameter is one based, so `page=1` is the first page, which is also the default). Using those two parameters it is possible to implement pagination. ## Sorting It is also possible to change the order of the returned results using the `sort` parameter: ### `GET /customer?sort=lastModifiedDate` ```bash curl --compressed -H "AuthenticationToken:" "https://.weclapp.com/webapp/api/v2/customer?sort=lastModifiedDate" ``` sort by `lastModifiedDate` (ascending). ### `GET /customer?sort=-lastModifiedDate` ```bash curl --compressed -H "AuthenticationToken:" "https://.weclapp.com/webapp/api/v2/customer?sort=-lastModifiedDate" ``` sort by `lastModifiedDate` descending. ### `GET /customer?sort=lastModifiedDate,-salesChannel` ```bash curl --compressed -H "AuthenticationToken:" "https://.weclapp.com/webapp/api/v2/customer?sort=lastModifiedDate,-salesChannel" ``` sort by `lastModifiedDate` (ascending) and then `salesChannel` descending. It is generally possible to sort by most of the simple properties of an entity. It is possible to combine multiple sort orders by combining the property names with a comma. To sort in descending order just prepend a minus to the property name. If an unsupported or unknown property is specified then an error response is returned. ## Filtering It is often desired to get just a subset of the data, for example just the orders of a specific customer or created after a specific date. This is possible using filtering query parameters: ### `GET /customer?salesChannel-eq=NET1` ```bash curl --compressed -H "AuthenticationToken:" "https://.weclapp.com/webapp/api/v2/customer?salesChannel-eq=NET1" ``` customers for `salesChannel` `NET1`. ### `GET /customer?createdDate-gt=1398436281262` ```bash curl --compressed -H "AuthenticationToken:" "https://.weclapp.com/webapp/api/v2/customer?createdDate-gt=1398436281262" ``` customers created after the specified timestamp. ### `GET /customer?salesChannel-eq=NET1&createdDate-gt=1398436281262` ```bash curl --compressed -H "AuthenticationToken:" \ "https://.weclapp.com/webapp/api/v2/customer?salesChannel-eq=NET1&createdDate-gt=1398436281262" ``` customers for `salesChannel` `NET1` and created after the specified timestamp. ### `GET /customer?customAttribute4587-eq=NEW` ```bash curl --compressed -H """AuthenticationToken:" \ "https://.weclapp.com/webapp/api/v2/customer?customAttribute4587-eq=NEW" ``` customers with the value `NEW` for `customAttribute` with id 4587. ### `GET /customer?customAttribute4587.entityReferences.entityId-eq=1234` ```bash curl --compressed -H "AuthenticationToken:" "https://.weclapp.com/webapp/api/v2/customer?customAttribute4587.entityReferences.entityId-eq=1234" ``` customers with an entity reference to an entity with the id 1234 for the `customAttribute` with the id 4587. ### `GET /customAttributeDefinitions` All attributeTypes are supported except `MULTISELECT_LIST`. CustomAttributes of attributeType `LIST` could be filtered by `customAttribute{customAttributeId}.id` or `customAttribute{customAttributeId}.value`. ### `GET /customer?customAttribute3387.value-eq=OPTION1` ```bash curl --compressed -H "AuthenticationToken:" \ "https://.weclapp.com/webapp/api/v2/customer?customAttribute3387.value-eq=OPTION1" ``` customers with value `OPTION1` for `customAttribute` with id 3387. A filtering query parameter consists of a property name and a filter operator joined together with a minus. If multiple filtering query parameter are specified then they are combined and the returned results match all of them. Filtering query parameters for unknown properties or properties that don’t support filtering are silently ignored. The following filtering operators are supported (not all of them work for all property types): | Operator | Meaning | |----------|---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------| | eq | equal | | ne | not equal | | lt | less than | | gt | greater than | | le | less equal | | ge | greater equal | | null | property is null (the query parameter value is ignored and can be omitted) | | notnull | property is not null (the query parameter value is ignored and can be omitted) | | like | like expression (supports `%` and `_` as placeholders, similar to SQL LIKE) | | notlike | not like expression | | ilike | like expression, ignoring case | | notilike | not like expression, ignoring case | | in | the property value is in the specified list of values, the query parameter value must be a JSON array with the values in the correct type, for example `?customerNumber-in=["1006","1007"]` | | notin | the property value is not in the specified list of values | ## "Or" condition filtering In addition to the default behavior of linking filter expressions via "and" you can also link individual filter expressions via "or" by prefixing their parameter name with "or-": ### `GET /customer?or-name-eq=charlie&or-name-eq=chaplin` ```bash curl --compressed -H "AuthenticationToken:" \ "https://.weclapp.com/webapp/api/v2/customer?or-name-eq=charlie&or-name-eq=chaplin" ``` The above example is the equivalent of the expression `(name equals "charlie") or (name equals "chaplin")` For combining `or` and `and` clauses you may also group `or` expressions by using `or-` instead of the plain `or-` prefix: ### `GET /customer?orGroup1-name-eq=charlie&orGroup1-name-eq=chaplin&orGroup2-responsibleUserUsername-eq=mrtest&orGroup2-referenceNumber=4711&commercialLanguageId-eq=12` ```bash curl --compressed -H "AuthenticationToken:" \ "https://.weclapp.com/webapp/api/v2/customer?orGroup1-name-eq=charlie&orGroup1-name-eq=chaplin&orGroup2-responsibleUserUsername-eq=mrtest&orGroup2-referenceNumber=4711&commercialLanguageId-eq=12" ``` The above example is the equivalent of the expression ``` ((name equals charlie) or (name equals chaplin)) and ((responsibleUserUsername equals "mrtest") or (referenceNumber equals "4711")) and (commercialLanguageId equals "12") ``` Technically, the default "or-" variant is just a special case of this, using the empty String as group name. ## Filter Expressions **Warning: This is still a beta feature.** In addition to individual filter properties it is also possible to specify complex filter expressions that can combine multiple conditions and express relations between properties. Example: ```bash curl --compressed -H "AuthenticationToken:" \ https://.weclapp.com/webapp/api/v2/party \ --get \ --data-urlencode 'filter=(lower(contacts.firstName + " " + contacts.lastName) = "Ertan Özdil") and (lastModifiedDate >= "2022-01-01T00:00:00Z")' ``` * "filter" parameters are ANDed with other filter parameters * Property references in filter expressions have exactly the same form and semantics as for the individual filter parameters. * Multiple "filter" parameters may be used if needed. ### Examples Some more example filter expressions: ```sql -- enum literals are specified as string literals (salesChannel in ["NET1", "NET4", "NET5"]) and (partyType = "ORGANIZATION") -- normal arithmetic operations are supported. (unitPrice + unitPrice * salesTax)

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Modernizr is a JavaScript library that detects HTML5 and CSS3 features in the user's browser.

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A powerful Symfony bundle for user-agent analysis. It provides accurate detection of operating systems (Windows, MacOS, Linux, iOS, Android...), browsers (Chrome, Firefox, Safari...), and device types (Desktop, Mobile, Tablet, TV...). Supports specific version detection and includes advanced handling of special cases like WebViews and compatibility modes. Features comprehensive logging and detailed analysis results.

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A PHP feature detection library for code portability

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Unopim Digital Asset Management (DAM) is a flexible solution for managing digital assets in the Unopim PIM ecosystem. Key features include file and directory management, asset upload, preview, and deletion, advanced metadata tagging, collaboration tools, and CSV/XLSX export/import for asset assignment.

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Trustcaptcha library for PHP, providing captcha, security features, and GDPR-compliant user verification.

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PHP Feature Detection Library

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Generating automatically WebP-images and provide them via feature detection and lazy loading.

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A very lightweight dependency-free feature-detector

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