milvus-lite
karapace
| milvus-lite | karapace | |
|---|---|---|
| 4 | 2 | |
| 148 | 407 | |
| 9.6% | 5.2% | |
| 5.7 | 9.1 | |
| about 15 hours ago | about 14 hours ago | |
| Python | HTML | |
| Apache License 2.0 | Apache License 2.0 |
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milvus-lite
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Simplifying the Milvus Selection Process
Github Repository
- FLaNK Stack Weekly 16 October 2023
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Vector databases: analyzing the trade-offs
Shameless self-plug for our embedded vector database milvus-lite (https://github.com/milvus-io/milvus-lite):
pip install milvus -
Vector database built for scalable similarity search
Don't start with Milvus clustered version, not unless you have like 100million vectors.
Try Milvus standalone instead, much simpler. I also just found their python version (https://github.com/milvus-io/embd-milvus), which is quite neat.
karapace
What are some alternatives?
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sqlite-vss - A SQLite extension for efficient vector search, based on Faiss!
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JsonGenius - Get structured JSON data from any page.
CML_AMP_AI_Text_Summarization_with_Amazon_Bedrock - CML_AMP_AI_Text_Summarization_with_Amazon_Bedrock
inference - A fast, easy-to-use, production-ready inference server for computer vision supporting deployment of many popular model architectures and fine-tuned models.
autofaiss - Automatically create Faiss knn indices with the most optimal similarity search parameters.
akhq - Kafka GUI for Apache Kafka to manage topics, topics data, consumers group, schema registry, connect and more...