🌟 Join the AI Summer Camp 🌟 Level up your #AI skills this summer with our exclusive 5-part training series brought to you by Canonical experts from August 5-9. In our third episode, we dive into the world of 𝐕𝐞𝐜𝐭𝐨𝐫 𝐃𝐚𝐭𝐚𝐛𝐚𝐬𝐞𝐬 𝐟𝐨𝐫 𝐆𝐞𝐧𝐞𝐫𝐚𝐭𝐢𝐯𝐞 𝐀𝐈 𝐀𝐩𝐩𝐥𝐢𝐜𝐚𝐭𝐢𝐨𝐧𝐬 where you can learn about: - The role of vector databases in Generative AI and retrieval augmented generation (RAG) - The importance of search engines - Efficient open source tooling that enables developers and enthusiasts to build their generative AI applications --------- Canonical's AI Summer Camp includes: 1️⃣ How to Build LLMs with Open Source? (https://lnkd.in/dKETtH8d) 2️⃣ Kubeflow VS MLflow (https://lnkd.in/d3eCF3Nm) > 3️⃣ 𝐕𝐞𝐜𝐭𝐨𝐫 𝐃𝐚𝐭𝐚𝐛𝐚𝐬𝐞𝐬 𝐟𝐨𝐫 𝐆𝐞𝐧𝐞𝐫𝐚𝐭𝐢𝐯𝐞 𝐀𝐈 𝐀𝐩𝐩𝐥𝐢𝐜𝐚𝐭𝐢𝐨𝐧𝐬 4️⃣ AI on Public Cloud with Open Source (https://lnkd.in/d4U3ZWqv) 5️⃣ AI on Private Cloud - Why is it Relevant in the Hyperscalers Era? (https://lnkd.in/du-Z9r2K) Join us for the AI Summer Camp and make part of your holiday a learning opportunity. #AISummerCamp #GenAI #OpenSource #Canonical
AI Summer Camp | Episode 3: Vector databases for generative AI applications
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I appreciate the effort put into this presentation, but I found it challenging to extract any valuable insights. It would be beneficial to review and refine the content to ensure it effectively meets the needs of the target audience.
Can I expect these documents post session ?
How do we get copies of the presentation? Some text was low-res and hard to read.
Quick question, if I set this up on my local machine then does this requires some higher amount of GPU's and Ram ? or is there is a per-requisite for building this on local environment ?
chihab eddine liefrid ok I tried open LAMA 2 7b and I got 2.5 Gh 2 core AMD and 12 GB ram but my system will crash right away.
we are using the text-ada-002 embedding model from OpenAI to prepare the embeddings for the vector DB
Any way to up the resolution on this screen cast? The slide is quite blurry
Vicky Jadhav increasing the swap size sometimes helps , something like 20 Go , and dont try to use the GPU on the localmachine , it's complicated to setup
Hello everyone! Thank you for joining us today for the third episode of AI Summer Camp ☀ The presentation will be shared with the registered participants after the session.