weaviate | open source vector search engine that stores both objects | Machine Learning library

 by   semi-technologies Go Version: v1.17.1 License: BSD-3-Clause

kandi X-RAY | weaviate Summary

kandi X-RAY | weaviate Summary

weaviate is a Go library typically used in Artificial Intelligence, Machine Learning, Deep Learning, Tensorflow applications. weaviate has no bugs, it has no vulnerabilities, it has a Permissive License and it has medium support. You can download it from GitHub.

Weaviate in a nutshell: Weaviate is a vector search engine and vector database. Weaviate uses machine learning to vectorize and store data, and to find answers to natural language queries. With Weaviate you can also bring your custom ML models to production scale. Weaviate in detail: Weaviate is a low-latency vector search engine with out-of-the-box support for different media types (text, images, etc.). It offers Semantic Search, Question-Answer-Extraction, Classification, Customizable Models (PyTorch/TensorFlow/Keras), and more. Built from scratch in Go, Weaviate stores both objects and vectors, allowing for combining vector search with structured filtering with the fault-tolerance of a cloud-native database, all accessible through GraphQL, REST, and various language clients.
Support
    Quality
      Security
        License
          Reuse

            kandi-support Support

              weaviate has a medium active ecosystem.
              It has 3190 star(s) with 181 fork(s). There are 65 watchers for this library.
              OutlinedDot
              It had no major release in the last 12 months.
              There are 115 open issues and 1521 have been closed. On average issues are closed in 93 days. There are 17 open pull requests and 0 closed requests.
              It has a neutral sentiment in the developer community.
              The latest version of weaviate is v1.17.1

            kandi-Quality Quality

              weaviate has no bugs reported.

            kandi-Security Security

              weaviate has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.

            kandi-License License

              weaviate is licensed under the BSD-3-Clause License. This license is Permissive.
              Permissive licenses have the least restrictions, and you can use them in most projects.

            kandi-Reuse Reuse

              weaviate releases are available to install and integrate.

            Top functions reviewed by kandi - BETA

            kandi's functional review helps you automatically verify the functionalities of the libraries and avoid rework.
            Currently covering the most popular Java, JavaScript and Python libraries. See a Sample of weaviate
            Get all kandi verified functions for this library.

            weaviate Key Features

            No Key Features are available at this moment for weaviate.

            weaviate Examples and Code Snippets

            No Code Snippets are available at this moment for weaviate.

            Community Discussions

            QUESTION

            weaviate error code 400 parsing body from ... failed invalid character 'G' looking for beginning of object
            Asked 2020-Jul-26 at 14:10

            I am trying to follow the steps at https://www.semi.technology/documentation/weaviate/current/client-libs/python.html and end up with the same problem as in:

            parsing body body from \"\" failed, because invalid character 'G' looking for beginning of object key string

            Since the other question never got an answer i am trying to ask with more detail in the weaviate context.

            I tried the following python-unit test:

            ...

            ANSWER

            Answered 2020-Jul-26 at 14:10

            The request expects a JSON object (because of Content-type: application/json) this can be added by setting -d '{ "query": "{ # GRAPHQL QUERY }" }' (docs).

            So in your case, the JSON object to send is:

            Source https://stackoverflow.com/questions/63098344

            QUESTION

            Graphql query filter in Weaviate
            Asked 2020-Jan-31 at 11:09

            It seems I can't figure out how to query the Weaviate and filter out unwanted objects. I have read: https://graphql.org/learn/queries/#arguments

            I think this would translate into my test using postman:

            ...

            ANSWER

            Answered 2020-Jan-31 at 11:09

            To filter out objects in Weaviate you have to use the "where" filter. Take a look here: https://www.semi.technology/documentation/weaviate/current/query-data/filters.html#where-filter.

            I think your query in GrapiQL would look something like this:

            {"query": "{ Get { Things { Technique ( where: { path: ["name"], operator: Equal, valueSting: "some name of technique in the weaviate"} ) { name, uuid } } } }" }

            For a JSON body in a rest POST request, it would look like this (escape the double quotes):

            {"query": "{ Get { Things { Technique ( where: { path: [\"name\"], operator: Equal, valueSting: \"some name of technique in the weaviate\"} ) { name, uuid } } } }" }

            Source https://stackoverflow.com/questions/59980524

            QUESTION

            Cannot list resource "configmaps" in API group when deploying Weaviate k8s setup on GCP
            Asked 2019-Dec-18 at 18:35

            When running (on GCP):

            ...

            ANSWER

            Answered 2019-Dec-18 at 18:35

            tl;dr: Setup Helm with the appropriate authorization settings for your cluster, see https://v2.helm.sh/docs/using_helm/#role-based-access-control

            Long Answer

            Your experience is not specific to the Weaviate Helm chart, rather it looks like Helm is not setup according to the cluster authorization settings. Other Helm commands should fail with the same or a similar error.

            The following error

            Source https://stackoverflow.com/questions/58501558

            QUESTION

            Choosing the right name for properties in schema for Weaviate
            Asked 2019-Sep-04 at 11:42

            When loading my schema into Weaviate, I get an error message that the property name can not be found in the contextionary. Some of the properties I need are abbreviations.

            This is the schema item it is complaining about:

            ...

            ANSWER

            Answered 2019-Sep-04 at 11:42
            The misleading error

            The error message

            Source https://stackoverflow.com/questions/57786207

            QUESTION

            How to make a cross reference to another object in Weaviate?
            Asked 2019-Aug-22 at 09:25

            How do I make a cross-reference to another thing in Weaviate?

            I tried the code below, but I get an error message (also below)

            ...

            ANSWER

            Answered 2019-Aug-22 at 09:25

            The answer can be found in the error message;

            Source https://stackoverflow.com/questions/57605987

            QUESTION

            How to get the complete object / array with jq?
            Asked 2019-Feb-26 at 11:55

            I'm running:

            ...

            ANSWER

            Answered 2017-Oct-24 at 13:31

            Community Discussions, Code Snippets contain sources that include Stack Exchange Network

            Vulnerabilities

            No vulnerabilities reported

            Install weaviate

            You can download it from GitHub.

            Support

            You can find detailed documentation in the developers section of our website or directly go to one of the docs using the links in the list below.
            Find more information at:

            Find, review, and download reusable Libraries, Code Snippets, Cloud APIs from over 650 million Knowledge Items

            Find more libraries

            Stay Updated

            Subscribe to our newsletter for trending solutions and developer bootcamps

            Agree to Sign up and Terms & Conditions

            Share this Page

            share link