milvus-lite
CML_AMP_AI_Text_Summarization_with_Amazon_Bedrock
| milvus-lite | CML_AMP_AI_Text_Summarization_with_Amazon_Bedrock | |
|---|---|---|
| 4 | 2 | |
| 148 | 1 | |
| 7.4% | - | |
| 5.7 | 4.9 | |
| 1 day ago | 7 months ago | |
| Python | Jupyter Notebook | |
| 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.
CML_AMP_AI_Text_Summarization_with_Amazon_Bedrock
What are some alternatives?
vespa - AI + Data, online. https://vespa.ai
llm-awq - AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration
examples - Analyze the unstructured data with Towhee, such as reverse image search, reverse video search, audio classification, question and answer systems, molecular search, etc.
JsonGenius - Get structured JSON data from any page.
sqlite-vss - A SQLite extension for efficient vector search, based on Faiss!
fastkafka - FastKafka is a powerful and easy-to-use Python library for building asynchronous web services that interact with Kafka topics. Built on top of Pydantic, AIOKafka and AsyncAPI, FastKafka simplifies the process of writing producers and consumers for Kafka topics.
kafka-ui - Open-Source Web UI for Apache Kafka Management
deep-chat - Fully customizable AI chatbot component for your website
karapace - Karapace - Your Apache Kafka® essentials in one tool
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.
data-in-motion - This is repository for tutorials of Data In Motion starting with Data Distribution