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Weaviate
reframe | Weaviate | |
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7 | 77 | |
156 | 9,641 | |
- | 4.2% | |
0.0 | 10.0 | |
8 months ago | 2 days ago | |
Python | Go | |
Apache License 2.0 | BSD 3-clause "New" or "Revised" 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.
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- Custom domains for Airtable
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Ask HN: Who is hiring? (August 2023)
NNext.ai » Software Engineer » Python » Full-time » NY, NY, USA » Remote
At [NNext.ai](http://NNext.ai) (read “Next.ai”), we are building building core infrastructure to simplify the process of building, deploying, and managing LLM-powered AI agents on tabular data, making it the most efficient solution available. NNext AI enables users to combine the power of Large Language Models (LLMs) like GPT with tools like the browser and Google Search, greatly increasing your productivity on workflows you once spent countless hours on. We are building a framework specialized for tabular data such as Spread sheets, Database Tables and CSVs, thereby taking advantage of the similarities and co-dependencies amongst data.
We are lean team of engineers looking for our first full time OSS contributor. Desirable experience includes distributed systems working with tools like Celery, Dash and Redis Streams. Visibility on Github is a huge plus. Show us previous OSS software you’ve contributed to or public personal projects with significant usage.
Website: https://nnext.ai
Github: https://github.com/nnextai/aigent
Email: [email protected]
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[P] NNextDB (read: “nextdb”), an open-source, blazingly fast ⚡️, vector search database to power your AI apps 🦾.
https://github.com/nnextdb/nnext/blob/main/FAQs.md Q: How does this differ from Faiss, ScaNN and Annoy?
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NNextDB (read: “nextdb”), an open-source, blazingly fast ⚡️, vector search database to power your AI apps 🦾.
What’s NNext? [Say “Next”] NNextDB is a blazingly fast ⚡️, open-source 📖, (vector) neural search 🔎 engine for building delightful AI Apps 🦾. Github: https://github.com/nnextdb/nnext Like what you see? Please give us a Star 🤩. Applications Vector search is a key concept in modern machine learning systems. It’s the technology behind
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[D] Doing similarity search for images?
These things mostly work by having some vision model, chopping it off somewhere in the middle and using that layer as an "embedding" for your image. Then you look for images that have embeddings which are close together (normally in the sense of Euclidean distance, e.g.)
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[D] What features would you like to see in a vector search database?
Code Link: https://github.com/nnextdb/nnext
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Ask HN: What Are You Working On? (August 2022)
NNextDB - a blazing fast, open source, vector search database for building AP applications.
https://github.com/nnextdb/nnext
Weaviate
- Weaviate – A cloud-native, open-source vector database
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pgvecto.rs alternatives - qdrant and Weaviate
3 projects | 13 Mar 2024
- FLaNK Stack 29 Jan 2024
- Qdrant, the Vector Search Database, raised $28M in a Series A round
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How to use Weaviate to store and query vector embeddings
In this tutorial, I introduce Weaviate, an open-source vector database, with the thenlper/gte-base embedding model from Alibaba, through Hugging Face's transformers library.
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Choosing vector database: a side-by-side comparison
This will be solved in Weaviate https://github.com/weaviate/weaviate/issues/2424
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Who's hiring developer advocates? (October 2023)
Link to GitHub -->
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Do we think about vector dbs wrong?
Hey @rvrs, I work on Weaviate and we are doing some improvements around increasing write throughput:
1. gRPC. Using gRPC to write vectors has had a really nice performance boost. It is released in Weaviate core but here is still some work on do on the clients. Feel free to get in contact if you would like to try it out.
2. Parameter tuning. lowering `efConstruction` can speed up imports.
3. We are also working on async indexing https://github.com/weaviate/weaviate/issues/3463 which will further speed things up.
In comparison with pgvector, Weaviate has more flexible query options such as hybrid search and quantization to save memory on larger datasets.
- Weaviate vector database
- Weaviate 1.21: Support for ImageBind and GPT4all and more
What are some alternatives?
skeleton - A fully featured UI toolkit for Svelte + Tailwind. [Moved to: https://github.com/skeletonlabs/skeleton]
Milvus - A cloud-native vector database, storage for next generation AI applications
vector-search-compilation - A compilation of Vector Search Databases
faiss - A library for efficient similarity search and clustering of dense vectors.
open-recipe-project - Free, and open recipes for anyone to use
pgvector - Open-source vector similarity search for Postgres
needle - A CLI tool that finds a needle (opening/intro and ending/credits) in a haystack (TV or anime episode).
qdrant - Qdrant - High-performance, massive-scale Vector Database for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/
filterbox - Index your Python objects for fast lookup by their attributes. [Moved to: https://github.com/manimino/ducks]
jina - ☁️ Build multimodal AI applications with cloud-native stack
pyroscope-rs - Pyroscope Profiler for Rust. Profile your Rust applications.
vald - Vald. A Highly Scalable Distributed Vector Search Engine