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With this in mind, we've built a project that uses semantic search to help developers find things easier in their repositories. We use Manticore Search, which supports Vector Search, to offer a customizable semantic search option that fits different needs. This shows just how useful and powerful this new technology can be.
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SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
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manticoresearch
Easy to use open source fast database for search | Good alternative to Elasticsearch now | Drop-in replacement for E in the ELK soon
FYI, Manticore Search is a powerful open-source search engine that has stood the test of time, with roots stretching back to 2001. Originally known as Sphinx, it served as a full-text search solution for MySQL and PostgreSQL databases. The project took on a life of its own when, in 2017, it was forked and reborn as Manticore Search, continuing to evolve as an independent, fully open-source search engine.
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Setting Up Manticore: We integrated Manticore Search with our project by installing Manticore Search along with the Columnar library implementing the vector search functionality.
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We used an AI model from Sentence Transformers. If you want an easy way to get started, we suggest checking out the HuggingFace Text Embedding API service. It lets you run your own API and create embeddings tailored to your needs.
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