Open Source vector database to support unstructure data processing: Image, Video, Audio, features and moleculars etc. Anything can be embeded, and embeddings can be handled properly within this database.

This page summarizes the projects mentioned and recommended in the original post on /r/selfhosted

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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  1. Milvus

    Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search

  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.

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  3. bootcamp

    Dealing with all unstructured data, such as reverse image search, audio search, molecular search, video analysis, question and answer systems, NLP, etc. (by milvus-io)

    To get better understandings for what can be done with vector database, some demos and sample codes can be found in: https://github.com/milvus-io/bootcamp. Looking for help with more thoughts on more senarios as well.

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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Related posts

  • I built a molecular structure similarity search application including an interactive demo! Come check it out!! :)

    2 projects | /r/chemistry | 12 Oct 2021
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    1 project | dev.to | 5 Jan 2024
  • Vector Database in a Jupyter Notebook

    1 project | news.ycombinator.com | 6 Jun 2023
  • Beginner-ish resources for choosing a vector database?

    1 project | /r/vectordatabase | 20 May 2023
  • Semantic Similarity Search

    1 project | /r/learnmachinelearning | 13 May 2023

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