milli-py
MeiliSearch
| milli-py | MeiliSearch | |
|---|---|---|
| 2 | 129 | |
| 120 | 43,397 | |
| - | 1.5% | |
| 1.1 | 9.8 | |
| about 1 year ago | 8 days ago | |
| Rust | Rust | |
| MIT License | MIT License |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
milli-py
- Milli-py: Python bindings for Milli, an embeddable high-performance search engine
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Manticore 6.0.0 – a faster alternative to Elasticsearch in C++
Related: Meilisearch v1.0.0 released two days ago: https://news.ycombinator.com/item?id=34707727
I've been following these two libraries (Manticore and Meilisearch) very closely. Their simplicity, portability and performance gains over Elasticsearch are impressive.
Since two days ago, I am creating Python bindings for the core search engine of each of these two libraries, starting with https://github.com/AlexAltea/milli-py. Getting extreme performance, but as an embedded/self-contained packed (akin to SQLite).
MeiliSearch
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Publish/Subscribe with Sidekiq
We needed to introduce a new service for search. As we settled on using meilisearch, we needed a way to sync updates on our models with the records in meilisearch. We could've continued to use callbacks but we needed something better.
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The Mechanics of Silicon Valley Pump and Dump Schemes
Meilisearch
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What is Hybrid Search?
In this case, a good strategy is to use vector search only when the keyword/prefix search returns none or just a small number of results. A good candidate for this is MeiliSearch. It uses custom ranking rules to provide results as fast as the user can type.
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Create a ChatBot with VertexAI and LibreChat
With the VertexAI endpoint set up and tested, our next step is to work with LibreChat. LibreChat is an open-source ChatGPT clone that can integrate with various AI models, including the PaLM 2 models via the VertexAI API. It's built using React, MongoDB, and Meilisearch technologies.
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Pg_bm25: Elastic-Quality Full Text Search Inside Postgres
Meilisearch seems like it is the best open source option.
https://www.meilisearch.com/
- Looking for an easy installable search engine for a shared hosting account? Any ideas?
- Meilisearch: Build an intuitive search experience in a snap
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Vector storage is coming to Meilisearch to empower search through AI
Starting with v1.3, you can use Meilisearch as a vector store. Meilisearch allows you to store vector embeddings alongside your documents conveniently. You will need to create the vector embeddings using your third-party tool of choice (Hugging Face, OpenAI). As we published the first v1.3 release candidate, you can try out vector search today.
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[N] Open-source search engine Meilisearch launches vector search
I work at Meilisearch, an open-source search engine built in Rust. 🦀
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Creating search engine for your local network - Is it even possible?
https://www.meilisearch.com/ https://github.com/meilisearch
What are some alternatives?
whoosh - Pure-Python full-text search library
Typesense - Open Source alternative to Algolia + Pinecone and an Easier-to-Use alternative to ElasticSearch ⚡ 🔍 ✨ Fast, typo tolerant, in-memory fuzzy Search Engine for building delightful search experiences
zincsearch - ZincSearch . A lightweight alternative to elasticsearch that requires minimal resources, written in Go.
Elasticsearch - Free and Open, Distributed, RESTful Search Engine
Searx - Privacy-respecting metasearch engine
sonic - 🦔 Fast, lightweight & schema-less search backend. An alternative to Elasticsearch that runs on a few MBs of RAM.
rust-postgres - Native PostgreSQL driver for the Rust programming language
OpenSearch - 🔎 Open source distributed and RESTful search engine.
quickwit - Cloud-native search engine for observability. An open-source alternative to Datadog, Elasticsearch, Loki, and Tempo.
Yacy - Distributed Peer-to-Peer Web Search Engine and Intranet Search Appliance
RedisLess - RedisLess is a fast, lightweight, embedded and scalable in-memory Key/Value store library compatible with the Redis API.
Apache Solr - Apache Lucene and Solr open-source search software