Recruiting is broken. Let’s fix it!

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Database anns nearest-neighbor-search approximate-nearest-neighbor-search Faiss

InfluxDB - Power Real-Time Data Analytics at Scale
Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
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  • embeddings-cv-job-search

    Source file from blogpost about using embeddings for job search

    • Link to the python source code

  • Milvus

    A cloud-native vector database, storage for next generation AI applications

    • The first step is to establish collections (tables) for the CVs and job descriptions. We will employ MilvusDB, an open-source vector database that is user-friendly and easy to configure. All you need to do is grab the pre-configured Docker compose, and you're good to go! I've decided to omit the part about saving the matching results to a relational database like PostgreSQL, as it's not essential for demonstrating our solution.

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

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