Semantic Document Search System with pgvector and pgai

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

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  1. pgai

    A suite of tools to develop RAG, semantic search, and other AI applications more easily with PostgreSQL

    pgai through TimescaleDB for AI

  2. SaaSHub

    SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

    SaaSHub logo
  3. TimescaleDB

    A time-series database for high-performance real-time analytics packaged as a Postgres extension

    TimescaleDB (PostgreSQL) for primary database (can be configured for self hosted psql as well)

  4. pgvector

    Open-source vector similarity search for Postgres

    pgvector for efficient vector similarity search

  5. streamlit

    Streamlit — A faster way to build and share data apps.

    Streamlit for the web interface

  6. sentence-transformers

    State-of-the-Art Text Embeddings

    Sentence-Transformers (all-MiniLM-L6-v2 model)

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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