Vector databases: Shiny object syndrome and the case of a missing unicorn

by | Mar 17, 2024 | Technology

Join leaders in Boston on March 27 for an exclusive night of networking, insights, and conversation. Request an invite here.

Welcome to 2024, where if you’re not riding the generative AI wave, you might as well be stuck in 2022 – practically ancient history in the AI timeline. Every organization has an AI roadmap now, from AI pillows to AI toothbrushes, and if you still have not hurriedly put a plan together, let me suggest a three-step roadmap for you.

Step 1: Assemble a team that’s completed the Andrew Ng course, because nothing says cutting-edge like a certificate of completion.

Step 2: Get the API keys from OpenAI. No, you cannot call ChatGPT, it is not a thing.

Step 3: Vector database, embeddings, tech sorcery!

VB Event
The AI Impact Tour – Atlanta

Continuing our tour, we’re headed to Atlanta for the AI Impact Tour stop on April 10th. This exclusive, invite-only event, in partnership with Microsoft, will feature discussions on how generative AI is transforming the security workforce. Space is limited, so request an invite today.

Request an invite

Now, let the show begin: Dump all the data into the vector DB, add a bit of RAG architecture, sprinkle in a bit of prompt engineering, and voila! The gen AI wave has officially arrived in your company. Now, sit back, relax and enjoy the suspenseful waiting game for the magic to happen. Waiting, waiting… still waiting. Ah, the sweet anticipation of gen AI greatness!

In the chaotic sprint to embrace gen AI and its seemingly straightforward large language model (LLM) architectures, the hiccup comes when organizations forget about use cases and start chasing technology. When AI is your hammer, every problem appears solvable. 

Figure 1: Word embeddings, the seasoned veterans with a l …

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Join leaders in Boston on March 27 for an exclusive night of networking, insights, and conversation. Request an invite here.

Welcome to 2024, where if you’re not riding the generative AI wave, you might as well be stuck in 2022 – practically ancient history in the AI timeline. Every organization has an AI roadmap now, from AI pillows to AI toothbrushes, and if you still have not hurriedly put a plan together, let me suggest a three-step roadmap for you.

Step 1: Assemble a team that’s completed the Andrew Ng course, because nothing says cutting-edge like a certificate of completion.

Step 2: Get the API keys from OpenAI. No, you cannot call ChatGPT, it is not a thing.

Step 3: Vector database, embeddings, tech sorcery!

VB Event
The AI Impact Tour – Atlanta

Continuing our tour, we’re headed to Atlanta for the AI Impact Tour stop on April 10th. This exclusive, invite-only event, in partnership with Microsoft, will feature discussions on how generative AI is transforming the security workforce. Space is limited, so request an invite today.

Request an invite

Now, let the show begin: Dump all the data into the vector DB, add a bit of RAG architecture, sprinkle in a bit of prompt engineering, and voila! The gen AI wave has officially arrived in your company. Now, sit back, relax and enjoy the suspenseful waiting game for the magic to happen. Waiting, waiting… still waiting. Ah, the sweet anticipation of gen AI greatness!

In the chaotic sprint to embrace gen AI and its seemingly straightforward large language model (LLM) architectures, the hiccup comes when organizations forget about use cases and start chasing technology. When AI is your hammer, every problem appears solvable. 

Figure 1: Word embeddings, the seasoned veterans with a l …nnDiscussion:nn” ai_name=”RocketNews AI: ” start_sentence=”Can I tell you more about this article?” text_input_placeholder=”Type ‘Yes'”]

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