manticoresearch
qdrant
manticoresearch | qdrant | |
---|---|---|
33 | 141 | |
8,350 | 17,943 | |
1.6% | 3.4% | |
9.9 | 9.9 | |
about 17 hours ago | 5 days ago | |
C++ | Rust | |
GNU General Public License v3.0 only | Apache License 2.0 |
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.
manticoresearch
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Building and testing Manticore Search
Note, you need to do it in the root folder of a clone from https://github.com/manticoresoftware/manticoresearch
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OpenObserve: Open source Elasticsearch alternative in Rust for logs. 140x lower storage cost
Interesting, how does it compare to Mantico search?
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Creating an Abstraction around Search Engines (First Release)
Where Manticore Search? https://manticoresearch.com/
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Using ChatGPT Plugins with LLaMA
It's not open source since 2017. The open source fork is https://github.com/manticoresoftware/manticoresearch
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I am having trouble finding open source projects that fit my skillset
I haven't looked at the code, but I've seen https://github.com/manticoresoftware/manticoresearch popping up in a few places. Might be worth looking at. It would be great to have a faster drop-in replacement for Elasticsearch that's not written in Java. They blogged about it here: https://manticoresearch.com/blog/manticore-alternative-to-elasticsearch/
- What is the easiest way to make searchable, sortable, multi-criteria database frontpage?
- Making a Homegrown ClickHouse Log for $20/mo
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Manticore 6.0.0 – a faster alternative to Elasticsearch in C++
I don't see anywhere where they claim that it's faster simply because it's written in C++. They do mention that they make use of C++ to add low level optimizations that make queries faster and the memory imprint smaller, but any claims about performance in the readme are linked to benchmarks to back up their claims
https://github.com/manticoresoftware/manticoresearch/
https://db-benchmarks.com/test-taxi/#manticore-search-vs-ela...
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Manticore Search 6
contributors
- I created Atomic: Self Hosted Open Source Alternative to Reclaim, Clockwise & Motion
qdrant
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Hindi-Language AI Chatbot for Enterprises Using Qdrant, MLFlow, and LangChain
Great. Now that we have the embeddings, we need to store them in a vector database. We will be using Qdrant for this purpose. Qdrant is an open-source vector database that allows you to store and query high-dimensional vectors. The easiest way to get started with the Qdrant database is using the docker.
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Boost Your Code's Efficiency: Introducing Semantic Cache with Qdrant
I took Qdrant for this project. The reason was that Qdrant stands for high-performance vector search, the best choice against use cases like finding similar function calls based on semantic similarity. Qdrant is not only powerful but also scalable to support a variety of advanced search features that are greatly useful to nuanced caching mechanisms like ours.
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Ask HN: Has Anyone Trained a personal LLM using their personal notes?
I'm currently looking to implement locally, using QDrant [1] for instance.
I'm just playing around, but it makes sense to have a runnable example for our users at work too :) [2].
[1]. https://qdrant.tech/
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Show HN: A fast HNSW implementation in Rust
Also compare with qdrant's Rust implementation; they tout their performance. https://github.com/qdrant/qdrant/tree/master/lib/segment/src...
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pgvecto.rs alternatives - qdrant and Weaviate
3 projects | 13 Mar 2024
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Open-source Rust-based RAG
There are much better known examples, such as https://qdrant.tech/ and https://github.com/lancedb/lancedb
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Qdrant 1.8.0 - Major Performance Enhancements
For more information, see our release notes. Qdrant is an open source project. We welcome your contributions; raise issues, or contribute via pull requests!
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Perform Image-Driven Reverse Image Search on E-Commerce Sites with ImageBind and Qdrant
Initialize the Qdrant Client with in-memory storage. The collection name will be “imagebind_data” and we will be using cosine distance.
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7 Vector Databases Every Developer Should Know!
Qdrant is an open-source vector search engine optimized for performance and flexibility. It supports both exact and approximate nearest neighbor search, providing a balance between accuracy and speed for various AI and ML applications.
- Ask HN: Who is hiring? (February 2024)
What are some alternatives?
Elasticsearch - Free and Open, Distributed, RESTful Search Engine
Milvus - A cloud-native vector database, storage for next generation AI applications
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
Weaviate - Weaviate is an open-source vector database that stores both objects and vectors, allowing for the combination of vector search with structured filtering with the fault tolerance and scalability of a cloud-native database.
MeiliSearch - A lightning-fast search API that fits effortlessly into your apps, websites, and workflow
faiss - A library for efficient similarity search and clustering of dense vectors.
quickwit - Cloud-native search engine for observability. An open-source alternative to Datadog, Elasticsearch, Loki, and Tempo.
pgvector - Open-source vector similarity search for Postgres
columnar - Manticore Columnar Library
manticoresearch-php - Official PHP client for Manticore Search
towhee - Towhee is a framework that is dedicated to making neural data processing pipelines simple and fast.