Open-source alternatives to Solrpy

Django Haystack is a search abstraction layer and framework for integrating full-text search into Django applications. It provides a unified interface for defining search schemas and managing how data models are indexed and stored across different search engines. The framework acts as a modular backend wrapper, allowing applications to switch between interchangeable search providers without rewriting core search logic. It standardizes interactions with external engines through a decoupled provider layer, facilitating search engine migration by changing configuration settings. The system cove

Pysolr — Python Solr client

elasticsearch-dsl-py is a Python library for search integration that enables the construction of complex queries and the management of indices through a programmatic interface. It connects Python applications to a distributed search engine to implement advanced filtering and structured data retrieval. The library employs an object-relational mapping pattern and a declarative schema definition to synchronize data structures using Python classes. It utilizes a fluent interface query builder with method chaining to incrementally construct search requests, which are lazily evaluated and serialize

No-nonsense Elasticsearch library for Elixir