markov
MeiliSearch
markov | MeiliSearch | |
---|---|---|
2 | 129 | |
273 | 43,397 | |
- | 1.5% | |
0.0 | 9.8 | |
almost 2 years ago | 10 days ago | |
C | Rust | |
GNU General Public License v3.0 only | 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.
markov
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How to investigate the implications of a transition matrix's properties on a Markov chain
Markov Chains for programmers - https://czekster.github.io/markov/
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I want to dive into how to make search engines
I would try to grasp the 'random surfer' idea, that is modeled by a Markov Chain. A nice free book is Markov Chain for Programmers [1]. A discrete time Markov Chain boils down to a conditional probability that boils down to a matrix, and a steady distribution boils down to an eigenvalue 1 eigenvector of it, which determines PageRank. Then one can jump to 'The $25,000,000,000 Eigenvector: The Linear Algebra behind Google'.
[1] https://github.com/czekster/markov
[2] https://doi.org/10.1137/050623280
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?
phalanx - Phalanx is a cloud-native distributed search engine that provides endpoints through gRPC and traditional RESTful API.
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
search-engines - Reviewing alternative search engines
zincsearch - ZincSearch . A lightweight alternative to elasticsearch that requires minimal resources, written in Go.
search-lib - A library of classes which can be used to build a search engine.
Elasticsearch - Free and Open, Distributed, RESTful Search Engine
protein_search - The neural search engine for proteins.
Searx - Privacy-respecting metasearch engine
Milvus - A cloud-native vector database, storage for next generation AI applications
sonic - 🦔 Fast, lightweight & schema-less search backend. An alternative to Elasticsearch that runs on a few MBs of RAM.
grub-2.0 - Grub is an AI powered Web crawler.
rust-postgres - Native PostgreSQL driver for the Rust programming language