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PLUS: Ray-Ban's multimodal AI glasses ๐ถ๏ธ, locally run large language models โก, building a meme search engine ๐
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๐ THIS WEEKโS MENU ๐ฅ
๐ Dropbox's scaling journey to 100k. Build a meme search engine with vector databases. Launch AI models locally with minimal setup.
๐๏ธ Ray-Ban smart glasses enhanced with multimodal AI. Biden signs TikTok ban if ByteDance doesn't sell. Tesla teases Uber's rival self-driving ride-hailing app.
๐จ๐ปโ๐ป Quick byte: MongoDB partial indexing optimizes large dataset queries.
Reading time: 5 minutes

Food for Thought
A mindset, an example, and an action item to start the week
โI find that the harder I work, the more luck I seem to have.โ

Mindset: Luck favors the persistent; relentless effort begets fortuitous opportunities.
Example: Apple's success stemmed from Steve Jobs' unwavering commitment to innovation.
Action item: Identify one task you've been procrastinating on and devote focused effort to it today.

The Rabbit Hole
Deep dives, trends, and resources curated to stay ahead
๐พ SIDE DISHES ๐พ
GITHUB REPO (run it all)
Locally run any large language model in minutes
ESSENTIAL (containers)
A tech deep dive on Containers
ARTICLE (personal growth)
How to measure personal growth without vanity metrics
ESSENTIAL (semicolons;)
The origin of semicolons in programming languages
ARTICLE (ChatGPT)
How does ChatGPT work?
TOOL (meme search engine)
How the author build a meme search engine with vector databases
TOOL (LLM stack)
The LLM app stack from April 2024
The Weekly Digest
Software, AI, and startup news worth your time

Brief: Ray-Ban Meta smart glasses now integrate advanced multimodal AI technology, allowing users to interact with their surroundings through real-time data processing and interpretation for various tasks.
Brief: Microsoft introduces Phi-3 Mini, a compact AI model with 3.8 billion parameters, offering efficiency and high performance in comparison to larger models, poised to disrupt the AI landscape.
Brief: US Senate and House pass a bill forcing TikTok's Chinese owner ByteDance to sell within 270 days or face US market expulsion amid national security concerns.
Brief: Synthesia's innovative use of generative neural networks propels the creation of lifelike AI avatars for corporate communication, leveraging data from 1,000 professional actors to enhance content engagement.
Brief: Tesla unveils a glimpse of its upcoming self-driving ride-hailing app, integrating Uber-like features with unique capabilities for autonomous vehicles, indicating progress towards its long-anticipated 'Tesla Network'.
Brief: Apple is diving into the AI realm by crafting its bespoke AI server processor utilizing TSMC's cutting-edge 3nm process, set for production by late 2025.

The Quick Byte
One coding tip because youโre technical after all
This weekโs coding challenge:
This weekโs tip:
MongoDB's dynamic partial indexing feature allows for highly efficient data retrieval by creating indexes that only include documents that meet a specified filter condition. This reduces index size and improves performance for queries that match the filter.

Wen?
Optimizing Query Performance: Especially useful in large collections where only a subset of documents is frequently queried.
Reducing Resource Usage: Minimizes the memory and storage footprint of indexes by excluding irrelevant documents.
Conditional Data Access: Ideal for scenarios where access patterns are conditional, such as temporal data or multi-tenant systems where data relevancy changes over time.
Why?
Efficiency in Large Datasets: Significantly improves query performance and reduces operational costs in large datasets.
Resource Optimization: Reduces the overhead of maintaining large indexes by focusing only on relevant subsets of data.
Scalability and Flexibility: Offers a scalable indexing strategy that adapts to dynamic conditions and evolving data access patterns.

The Job Feast
A fresh cheese job board if youโre looking for a change

Burp-A-Laugh
The most important meal of your day

Thatโs it for today! โ๏ธ
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