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Apache Arrow is a multi-language toolbox for accelerated data interchange and in-memory processing

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A curated list of articles that cover the software engineering best practices for building machine learning applications.

aws-serverless-stream-ingest-transform-load icon aws-serverless-stream-ingest-transform-load

In this pattern, data records are ingested and then modified with simple transformations such as field level substitutions and data enrichment from relatively small and static data sets. A Lambda function is invoked by Kinesis Data Firehose as records are received by the delivery stream. the Lambda function then performs a simple processing job and returns the transformed or enriched records back to Kinesis Data Firehose. Firehose then buffers and sends the modified records to the configured destinations. A copy of the source records is saved in S3 as a backup and for future analysis.

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A CLI for interacting with Tekton!

clusteraws icon clusteraws

Test to set up a cluster on AWS using kubernetes

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Community documentation for the Tekton project

dgraph icon dgraph

Native GraphQL Database with graph backend

dify icon dify

One API for plugins and datasets, one interface for prompt engineering and visual operation, all for creating powerful AI applications.

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A repository to host extended examples and tutorials

flask_k8 icon flask_k8

This is a small project to set upp a simple flask app with k8

flyte icon flyte

Kubernetes-native workflow automation platform for complex, mission-critical data and ML processes at scale. It has been battle-tested at Lyft, Spotify, Freenome, and others and is truly open-source.

flyteadmin icon flyteadmin

Control Plane for Flyte. Flyteadmin is a gRPC + REST Service written in golang and uses a RDBMs to store meta information and management information for Flyte Tasks and Workflows.

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