noosphere
qdrant
noosphere | qdrant | |
---|---|---|
7 | 141 | |
638 | 17,943 | |
1.7% | 3.4% | |
9.5 | 9.9 | |
4 days ago | 4 days ago | |
Rust | Rust | |
Apache License 2.0 | 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.
noosphere
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Ask HN: Who is hiring? (May 2023)
Subconscious | Full-time | REMOTE - Hiring globally, current team is San Francisco, Washington D.C. and Brisbane
At Subconscious, we’re building new infrastructure for an internet of ideas.
Noosphere is a next generation network protocol; a worldwide content graph (no blockchain though).
Subconscious is a social note-taking app powered by Noosphere and AI.
Our founders are former browser engineers from Google and Mozilla. We are a small, funded team of four.
We're looking for a few more folks to help bring our work into the world. Specifically, we are hiring:
- DevOps: you should know the ins and outs of cloud infrastructure orchestration and its interplay with deployed applications and services
- Cryptography/Privacy: help us make strong guarantees about public and private information, and bring user legibility to content provenance and authority
Some topical links:
- Subconscious Blog: https://subconscious.substack.com/
- Noosphere Project: https://github.com/subconsciousnetwork/noosphere
If you are interested, please drop us a line to introduce yourself at [email protected]
- Current Progress of IPFS
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Noosphere, a protocol for thought. A worldwide knowledge graph on top of IPFS.
Source code: https://github.com/subconsciousnetwork/noosphere
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Noosphere, a Protocol for Thought
Currently we have a CLI that demonstrates multi-device synchronization in principle. You can install it using `cargo install noosphere-cli` (it installs a binary called "orb"). We also have pre-built binaries of orb for x86_64 Linux that you can find on our releases on Github (e.g., https://github.com/subconsciousnetwork/noosphere/releases/ta...). We'll be expanding our pre-built binaries to include other platforms soon.
Also, we have recently released a Swift package that gives a path to easily install our project as a dependency in XCode. We're turning the corner on offering the same FFI backing implementation as a TypeScript + WASM package, too. But, as I mentioned it's early days for us, so set your expectations accordingly.
The best way to stay up to date with new things you can do is join our Discord. I make regular announcements there about our technical progress.
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Centralization Is Inevitable
Plug: I'm working with the author on a decentralized protocol for networked thought and a companion browser called Subconscious. We're a very young project and just getting off the ground.
If you're interested in topics like the one in the article, all our work is open source and we love getting into it with folks on Github or our Discord (link in the README): https://github.com/subconsciousnetwork/noosphere
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?
subtext - Markup for note taking
Milvus - A cloud-native vector database, storage for next generation AI applications
atproto - Social networking technology created by Bluesky
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.
orbitdb - Peer-to-Peer Databases for the Decentralized Web
faiss - A library for efficient similarity search and clustering of dense vectors.
wine
pgvector - Open-source vector similarity search for Postgres
fireproof - Realtime database, runs anywhere. Install Fireproof in your front-end app or edge function, and sync data via any backend.
Elasticsearch - Free and Open, Distributed, RESTful Search Engine
shuttle - Build & ship backends without writing any infrastructure files.
towhee - Towhee is a framework that is dedicated to making neural data processing pipelines simple and fast.