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@gndx Thanks Oscar for your contribution. I am going to use this theme as a basis for my future blog. Have to restyle it just slightly and add some features. Thanks!
Found this comprehensive spreadsheet on the key features of popular Vector Databases used to build out AI chatbot solutions.
Spreadsheet: https://t.co/of0WBHP5dz
Key takeaways:
- The most well-rounded solutions include @weaviate_io, @vespaengine, and @elastic.
- The top open-source solutions include @qdrant_engine, Weaviate, PG Vector, Vespa, @trychroma, and @milvusio.
- Weaviate and Vespa allow you to integrate your own embeddings model, which you may have optimized for your use case.
- Most Vector Databases support metadata filtering, which enables you to narrow the scope of the embeddings search and improve accuracy.
- @pinecone has the lowest metadata size limit (40kb), whilst Qdrant and Vespa provide unlimited size limits.
- Most Vector Databases provide integrations with popular AI development tools @langchain and @llama_index.
Credit: https://t.co/KXC8b4YT4C
Finally, I am certified AWS Solutions Architect.
Thank you, @StephaneMaarek for the great course and practice exams - those really helped me to structure my knowledge, fill all the gaps and prepare to the certification exam.
#aws#awscertified
The four tiers of @awscloud infrastructure management are:
1. Using the console
2. Using CloudFormation or Terraform
3. Using the CDK (to which I'm starting to warm)
4. Using the console and lying about it.
Let's talk about the fourth stage: ClickOps.
Non-relational data is a term invented by marketing people to explain to other marketing people how #NoSQL is different from RDBMS.
All data is relational. Developers know this. What developers need to know is how to model those relationships efficiently in NoSQL.
@MongoDB
Great resources to get familiar with AWS CDK:
Obviously:
https://t.co/OG0sGccn5D
https://t.co/dOwtBWDjLz
Workshop:
https://t.co/Um0qqIsfnR
Patterns & examples:
https://t.co/DiRQxBiIQ0
https://t.co/mx1FfuGTQ0
Very nice articles:
https://t.co/RAxGg80u2h
"So I want to start a business" you think. You're wrong, but you won't figure that out until later.
A thread on how I would think about it these days, updated for 2021.
I've been a speaker at webinar organised by @thedashbird and @awscloud and @TechMagic_inc.
Told about Techmagic experience in building serverless apps and showed some real life examples.
Video: https://t.co/V9AaW2chaI
Slides: https://t.co/5gT0oeKyqF
#serverless#aws
@flybayer - Efficiency: focus at features, not infrastructure and maintenance
- Scalability: stop worrying about what will happen if one day your app will get ten times more traffic
- Cost: pay for what you really use
By supporting container packaging for functions, Lambda is now an option for a broader audience of developers!
Check out what this new functionality offers and walk through a tutorial showing how to build a container image and run in a Lambda function. https://t.co/Nh5jcoqYD1