ENTERPRISE DNA PRESENTS

Hello folks,

Happy Monday.

In this issue, we teach you how to create an LLM with your own knowledge base using GPTs.

I’m also thrilled that we’ve now partnered with Pinecone, the OG vector database used to build knowledge-based LLMs. Check them out.

Let’s get right into it.

In this issue:

• 🤝 In Partnership: Knowledge-based AI with Pinecone

• 📕 Learn Something: Build a Knowledge-based assistant

• 📰 Top News: News on AI, no-code, automation, and productivity

• ⚒️ Tool Snapshots: Futuristic tools for supercharged productivity

• 🧮 Staggering Statistics: Facts, told through numbers

• 🖼️ AI Art: Examples of great and trending AI art

🤝 IN PARTNERSHIP WITH Pinecone

What you need for better GenAI applications

Learn more from Pinecone Research on how Retrieval Augmented Generation (RAG) using Pinecone serverless increases relevant answers from GPT-4 by 50%.

- The larger the search data, the more “faithful” the results.

- RAG with massive on-demand data outperforms GPT-4 (without RAG) by 50%, even with the data it was explicitly trained on.

- RAG, with a lot of data, ensures state of the art performance no matter the LLM you choose, encouraging the use of different LLMs (e.g., open-source or private LLMs).

📕 LEARN SOMETHING
Build a Knowledge-based assistant

What is it?

The downsides of ChatGPT is obvious - the LLM is not trained on your data or the “knowledge base” that may be relevant to you. Training a new LLM is super difficult and very expensive.

The answer? Retrieval Augmented Generation (or RAG). 

The idea of RAG is to combine the deep understanding / language power of an already-trained LLMs with the ability to pull relevant information from a “knowledge base”.

A “knowledge base” can be a set of PDFs, a SQL database, your company’s SharePoint, etc.

How do to it?

It’s very easy to code your own RAG-based LLMs, but there are no-code options too. One of them is using OpenAI’s Assistant builder.

For example, let’s build a knowledge LLM based on information from a 57 page drone manual I found here.

• Go to OpenAI playground and log in

• Toggle to “Assistants” mode (the default is usually Chat)

• Type in a name, instructions, and select the gpt-4-turbo-preview model

• Turn on “Retrieval” and upload the drone manual PDF file

Now, you’ve built yourself a RAG LLM assistant, without needing to worry about chunking, vectorizing, embeddings, etc.

📰 TOP NEWS
News on AI, no-code, automation, and productivity

💼👥 AI in Hiring: A Helpful Tool or Harmful Fraud?

Two-way video interview systems that utilize AI, like myInterview, are being experimentally used for hiring, but they've been found to produce questionable results, such as scoring candidates based on voice intonation even when they're speaking a different language.

Why should I care?

• Unreliable AI tools are infiltrating hiring and misjudging potential employees

• The struggle against unregulated AI hiring tools directly impacts jobseekers

📞🤖 'Copilots' Taking Flight: Microsoft's AI Assistants for Sales and Services!

Microsoft has rolled out AI-driven 'Copilots' for sales and customer service professionals, aimed at enhancing productivity and streamlining business processes.

Why should I care?

• Microsoft AI assistants can automate repetitive tasks, giving you more time to focus on core business

• With integration possibilities, these 'Copilots' can transform how you use your existing CRM and contact center systems

💬👩‍💼 Rufus: Amazon's New Shopping Assistant Takes the Stage

Amazon introduces Rufus, an AI-powered chatbot to streamline shoppers' experiences.

Why should I care?

• Rufus enables personalized, context-aware shopping advice

• Supports product comparisons and recommendations, aiding decision-making

✍️📝 AI's Pen Mightier Than Human's: Shocking Survey Finding!

Humans surprisingly prefer AI-generated content over human-created ones, as found by a new poll.

Why should I care?

• Exciting news for tech buffs: AI outperforms humans in writing

• AI proves efficient in understanding and fulfilling readers' needs

🌍🤖 Bard Breaks Barriers: Gemini Pro is Global and Start Designing with Images!

Bard has rolled out its advanced feature, Gemini Pro, to over 230 countries and added a new image creation feature. 

Why should I care?

• Gemini Pro upgrade amps up Bard's understanding and coding abilities

• Try your hand at designing with the new image generation feature

🍏😕 Apple's $3,500 'Spatial Computing' Goggles: Revolutionary or Just Confusing?

Why should I care?

Apple's $3,500 Vision Pro ski goggles are touted as being about “spatial computing,” except nobody, not even experts, can agree on what that means.

⚒️ TOOL SNAPSHOTS
Futuristic tools for supercharged productivity

• 🔄 FuseBase - Streamline your workflow for optimized client collaboration and efficiency. Free to try.

  💭 Flipner AI - Transform your thoughts into structured, ready-to-use texts. Free to try.

  💡 Blaze - Revolutionize content creation with AI, maintaining your brand voice. Free to try.

  📝 Strut AI - Streamline your entire writing process with AI power. Free to use.

  💬 not8 - Streamlined team communication for effortless product improvement. Free to try.

  🧠 Ideaverse Pro - Enhance lifelong learning with a linked notes system. Payment required.

🧮 STAGGERING STATISTICS
Facts, told through numbers

36%

Amount that the pay gap has widened between tech jobs and other occupations due to AI. Bizreport

5.4x

AI job posting growth over the last decade. Bizreport

🧮 STAGGERING STATISTICS
Facts, told through numbers

36%

Amount that the pay gap has widened between tech jobs and other occupations due to AI. Bizreport

5.4x

AI job posting growth over the last decade. Bizreport

🖼️ AI ART
Examples of great and trending AI art

ℹ️ ABOUT US

The Intelligent Worker helps you to be more productive at work with AI, automation, no-code, and other technologies.

We like real, practical, and tangible use-cases and hate hand-wavy, theoretical, and abstract concepts that don’t drive real-world outcomes.

Our mission is to empower individuals, boost their productivity, and future-proof their careers.

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