CML_AMP_AI_Text_Summarization_with_Amazon_Bedrock
milvus-lite
CML_AMP_AI_Text_Summarization_with_Amazon_Bedrock | milvus-lite | |
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2 | 4 | |
1 | 163 | |
- | 13.3% | |
4.9 | 7.9 | |
8 months ago | about 15 hours ago | |
Jupyter Notebook | C++ | |
- | Apache License 2.0 |
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CML_AMP_AI_Text_Summarization_with_Amazon_Bedrock
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
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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?
llm-awq - [MLSys 2024 Best Paper Award] AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration
vespa - AI + Data, online. https://vespa.ai
JsonGenius - Get structured JSON data from any page.
examples - Analyze the unstructured data with Towhee, such as reverse image search, reverse video search, audio classification, question and answer systems, molecular search, etc.
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.
sqlite-vss - A SQLite extension for efficient vector search, based on Faiss!
deep-chat - Fully customizable AI chatbot component for your website
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.
karapace - Karapace - Your Apache Kafka® essentials in one tool
data-in-motion - This is repository for tutorials of Data In Motion starting with Data Distribution
autofaiss - Automatically create Faiss knn indices with the most optimal similarity search parameters.