Local Elasticsearch Playground: A Practical Introduction and hands-on test (and moving to a RAG solution)

This page summarizes the projects mentioned and recommended in the original post on dev.to

InfluxDB – Built for High-Performance Time Series Workloads
InfluxDB 3 OSS is now GA. Transform, enrich, and act on time series data directly in the database. Automate critical tasks and eliminate the need to move data externally. Download now.
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Sevalla - Deploy and host your apps and databases, now with $50 credit!
Sevalla is the PaaS you have been looking for! Advanced deployment pipelines, usage-based pricing, preview apps, templates, human support by developers, and much more!
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  1. start-local

    Try Elasticsearch and Kibana locally

  2. InfluxDB

    InfluxDB – Built for High-Performance Time Series Workloads. InfluxDB 3 OSS is now GA. Transform, enrich, and act on time series data directly in the database. Automate critical tasks and eliminate the need to move data externally. Download now.

    InfluxDB logo
  3. tika-docker

    Convenience Docker images for Apache Tika Server

    Furthermore, for building interactive front-ends, Streamlit is an excellent choice, and its necessary dependencies should be installed. It’s also worth noting that for robust document processing and content extraction, particularly for diverse file formats prior to indexing in Elasticsearch, integrating a tool like Apache Tika proves to be indispensable.

NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a more popular project.

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