docker
Weaviate
| docker | Weaviate | |
|---|---|---|
| 2 | 76 | |
| 62 | 9,587 | |
| - | 3.7% | |
| 7.9 | 10.0 | |
| 13 days ago | 3 days ago | |
| Shell | Go | |
| - | 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.
docker
- An alternative to Elasticsearch that runs on a few MBs of RAM
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Manticore Search: 3 years after forking from Sphinx
We released and are maintaining the official docker image for Manticore Search. You can now run Manticore in seconds anywhere as long as there's docker.
Weaviate
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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
- Weaviate Vector Database
What are some alternatives?
wikiman - Wikiman is an offline search engine for manual pages, Arch Wiki, Gentoo Wiki and other documentation.
Milvus - A cloud-native vector database, storage for next generation AI applications
icu - The home of the ICU project source code.
faiss - A library for efficient similarity search and clustering of dense vectors.
manticoresearch-php - Official PHP client for Manticore Search
pgvector - Open-source vector similarity search for Postgres
manticoresearch - Easy to use open source fast database for search | Good alternative to Elasticsearch now | Drop-in replacement for E in the ELK soon
qdrant - Qdrant - High-performance, massive-scale Vector Database for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/
docker-minecraft-server - Docker image that provides a Minecraft Server that will automatically download selected version at startup
jina - ☁️ Build multimodal AI applications with cloud-native stack
columnar - Manticore Columnar Library
vald - Vald. A Highly Scalable Distributed Vector Search Engine