karapace
milvus-lite
| karapace | milvus-lite | |
|---|---|---|
| 2 | 4 | |
| 412 | 158 | |
| 6.8% | 13.3% | |
| 9.1 | 7.9 | |
| 7 days ago | 7 days ago | |
| HTML | C++ | |
| Apache License 2.0 | Apache License 2.0 |
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karapace
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.
What are some alternatives?
openstatus - 🏓 The open-source synthetic & real user monitoring platform 🏓
vespa - AI + Data, online. https://vespa.ai
vectorflow - VectorFlow is a high volume vector embedding pipeline that ingests raw data, transforms it into vectors and writes it to a vector DB of your choice.
examples - Analyze the unstructured data with Towhee, such as reverse image search, reverse video search, audio classification, question and answer systems, molecular search, etc.
deep-chat - Fully customizable AI chatbot component for your website
sqlite-vss - A SQLite extension for efficient vector search, based on Faiss!
JsonGenius - Get structured JSON data from any page.
kafka-ui - Open-Source Web UI for Apache Kafka Management
inference - A fast, easy-to-use, production-ready inference server for computer vision supporting deployment of many popular model architectures and fine-tuned models.
CML_AMP_AI_Text_Summarization_with_Amazon_Bedrock - CML_AMP_AI_Text_Summarization_with_Amazon_Bedrock
akhq - Kafka GUI for Apache Kafka to manage topics, topics data, consumers group, schema registry, connect and more...
autofaiss - Automatically create Faiss knn indices with the most optimal similarity search parameters.