# Prebuilt connections

UltiHash offers a powerful S3-compatible API for connecting to a huge range of tools. Below are a selection of tools with [tested custom integrations](https://github.com/UltiHash/scripts/tree/main); many more can be easily connected [via the API](https://docs.ultihash.io/operations/s3-compatible-api).

<table data-view="cards"><thead><tr><th></th><th></th><th data-hidden data-card-target data-type="content-ref"></th><th data-hidden data-card-cover data-type="files"></th></tr></thead><tbody><tr><td><strong>Airflow</strong></td><td>Programmatically author, schedule and monitor workflows</td><td><a href="prebuilt-connections/airflow">airflow</a></td><td><a href="https://3642841088-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FflmTw7gl7RidYbFLbkFX%2Fuploads%2FssrpIzo6pyG31AazAsvM%2FFrame%2024.png?alt=media&#x26;token=ef181aa3-2662-49e2-9d97-8c9df96ea665">Frame 24.png</a></td></tr><tr><td><strong>AWS Glue</strong></td><td>Event-driven, serverless data integration service</td><td><a href="prebuilt-connections/aws-glue">aws-glue</a></td><td><a href="https://3642841088-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FflmTw7gl7RidYbFLbkFX%2Fuploads%2FCzMuG00pxxnfViHg0ZUl%2FFrame%2025.png?alt=media&#x26;token=12da8814-783c-4293-b102-da588282af1b">Frame 25.png</a></td></tr><tr><td><strong>Delta Lake</strong></td><td>Open-source storage framework for building lakehouses</td><td><a href="s3-compatible-api">s3-compatible-api</a></td><td><a href="https://3642841088-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FflmTw7gl7RidYbFLbkFX%2Fuploads%2FCQoZ2KzB0TT8OSXU56eU%2Fdelta%20lake%20thumb.png?alt=media&#x26;token=a81cfa7f-4096-450a-a403-a93edbbed356">delta lake thumb.png</a></td></tr><tr><td><strong>Iceberg</strong></td><td>High-performance format for huge analytic tables</td><td><a href="s3-compatible-api">s3-compatible-api</a></td><td><a href="https://3642841088-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FflmTw7gl7RidYbFLbkFX%2Fuploads%2FprftPmrZc0NM6mJMB3DN%2Ficeberg%20thumb.png?alt=media&#x26;token=0243b6ab-ae2b-4c33-95b5-6ce93ff60c51">iceberg thumb.png</a></td></tr><tr><td><strong>Icechunk</strong></td><td>Storage engine for tensor / ND-array data</td><td><a href="prebuilt-connections/icechunk">icechunk</a></td><td><a href="https://3642841088-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FflmTw7gl7RidYbFLbkFX%2Fuploads%2FqnokM3BvlDavA9xuu1oz%2Ficechunk%20thumb.png?alt=media&#x26;token=ad78a594-994f-4a2b-b6b4-a11d0399c41d">icechunk thumb.png</a></td></tr><tr><td><strong>Kafka</strong></td><td>Distributed event streaming platform</td><td><a href="s3-compatible-api">s3-compatible-api</a></td><td><a href="https://3642841088-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FflmTw7gl7RidYbFLbkFX%2Fuploads%2F5c3QzGMcVWLPSZ1axutU%2Fkafka%20thumb.png?alt=media&#x26;token=320a7c18-65b2-4d48-9ec9-98e6f395fa86">kafka thumb.png</a></td></tr><tr><td><strong>Neo4j</strong></td><td>Connect a graph database and retrieve raw data</td><td><a href="prebuilt-connections/neo4j">neo4j</a></td><td><a href="https://3642841088-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FflmTw7gl7RidYbFLbkFX%2Fuploads%2FYzcSBXIL5MEcGMYIK0hN%2Fneo4j%20thumb.png?alt=media&#x26;token=91659b14-6288-4186-a160-12c1af35a999">neo4j thumb.png</a></td></tr><tr><td><strong>Presto</strong></td><td>Scalable SQL query engine for modern data analytics</td><td><a href="prebuilt-connections/presto">presto</a></td><td><a href="https://3642841088-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FflmTw7gl7RidYbFLbkFX%2Fuploads%2FPztdenPGKEwlXe8xWPX3%2FFrame%2022.png?alt=media&#x26;token=6267ab28-af8b-44c6-a96b-72a85c092954">Frame 22.png</a></td></tr><tr><td><strong>PySpark</strong></td><td>Open-source analytics for large-scale data processing</td><td><a href="prebuilt-connections/pyspark">pyspark</a></td><td><a href="https://3642841088-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FflmTw7gl7RidYbFLbkFX%2Fuploads%2FHcvmrrRZLyPhGm3Q5QgI%2FFrame%2023.png?alt=media&#x26;token=66ab5071-66e7-4e20-a74b-212a9278bf26">Frame 23.png</a></td></tr><tr><td><strong>PyTorch</strong></td><td>Library for deep learning on irregular inputs</td><td><a href="prebuilt-connections/pytorch">pytorch</a></td><td><a href="https://3642841088-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FflmTw7gl7RidYbFLbkFX%2Fuploads%2FEw3oh0SZRjf4EvSX1OCJ%2Fpytorch%20thumb.png?alt=media&#x26;token=1557c1ef-d5e8-43ce-a5ac-8a3c2bb37491">pytorch thumb.png</a></td></tr><tr><td><strong>SuperAnnotate</strong></td><td>Centralize AI data needs and vendor management</td><td><a href="prebuilt-connections/superannotate">superannotate</a></td><td><a href="https://3642841088-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FflmTw7gl7RidYbFLbkFX%2Fuploads%2FxqFUWMo1RNdiwZ1E81M4%2FFrame%2020.png?alt=media&#x26;token=cc6452b8-3a30-4027-bd61-342fd11d2064">Frame 20.png</a></td></tr><tr><td><strong>Trino</strong></td><td>Distributed SQL query engine for big data analytics</td><td><a href="prebuilt-connections/trino">trino</a></td><td><a href="https://3642841088-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FflmTw7gl7RidYbFLbkFX%2Fuploads%2F5gxK0DDvyBPY6FzQHkrT%2FFrame%2021.png?alt=media&#x26;token=1f7c6661-6bc9-4a20-84df-52aee30a4fc2">Frame 21.png</a></td></tr><tr><td><strong>Vector databases</strong></td><td>Connect a vector DB and retrieve raw data based on queries</td><td><a href="prebuilt-connections/vector-databases">vector-databases</a></td><td><a href="https://3642841088-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FflmTw7gl7RidYbFLbkFX%2Fuploads%2F9X43LC5uwr7whqvr5JWU%2Fvector%20dbs.png?alt=media&#x26;token=9ec4ee14-dbba-4a1e-923b-759ff16db59e">vector dbs.png</a></td></tr></tbody></table>