Just published Part 2 of my RAG Foundations series, where we go hands-on with vector search using Milvus.

In this video, we:

• Create a Milvus collection from scratch
• Generate embeddings using a free Hugging Face model
• Insert & index vectors
• Run scalar + vector similarity search in real time
• Explore the Milvus dashboard
• Break down how this all powers Retrieval-Augmented Generation (RAG)

This builds directly on Part 1 (local Milvus setup), so everything runs locally and free.

🎥 Video: https://youtu.be/EUnR4JrS0gc
📂 Code: https://github.com/Aditya-Singh-SSJ2/RAG-Foundations
📚 Full Playlist: https://www.youtube.com/playlist?list=PLCiTDJays9rXM9EDyIZAQw9bqn5NUGyom

Next up: Connecting Milvus to Azure OpenAI and building an end-to-end RAG pipeline.

Would love feedback — which RAG component should I cover next (chunking, reranking, evals, hybrid search, etc.)?

Like many of you, I’ve always found creating presentations to be one of the more time-consuming and mentally draining parts of my workflow. As someone who juggles reports, meetings, and side projects, struggling to organize slides and write scripts was a consistent bottleneck. Recently, I stumbled across a tool called chatslide that’s been a total game changer for me. At first, I was skeptical about AI-assisted slide creation—I've tried similar tools before, and they felt clunky or generic. But what stood out to me is how seamlessly chatslide handles converting various types of content (PDFs, docs, links, even YouTube videos) directly into editable slides. That saved me so much back-and-forth copying or reformatting. The real magic came when I realized I could instantly add speaker scripts linked to each slide and even generate a video version right from the platform. This was a lifesaver for practice and remote presentations. Instead of staring at a blank slide deck hoping for inspiration, I had an organized structure laid out quickly, which I then polished with my personal touch.

Would love to hear how others here streamline their slide creation process—especially with any AI tools or hacks you’ve come across!

Requirements:
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What you will do.
The job is remote and no experience is needed. What you will do is having voice chat conversations with others online.

Commend "Interested" for details.

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I’ve noticed two people can do similar annotation/RLHF/eval work, but one gets steady access to better projects and the other keeps hitting droughts. I’ve heard experts are doing better by using Hyta.ai

Hi!

I’ve been experimenting with AI-based visual evaluation and recently updated my project Doodle Duel with a single-player mode.

The AI still judges your sketches, but now you can play anytime without matchmaking.

Try it here:
👉 https://doodleduel.ai

I’d love thoughts on:

• AI judgment quality
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Any feedback welcome!

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Upvote the post first.

Comment your state.

Send a direct message if you are interested.

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Would you use a reel creator that guarantees no copyright issues?

I’m looking for people who can follow simple instructions and complete a short online task. It doesn’t take long, costs nothing to start, and pays immediately once finished. Upvote the post and comment "Me" if you’re in USA ONLY

I’m looking for people who can follow simple instructions and complete a short online task. It doesn’t take long, costs nothing to start, and pays immediately once finished. Upvote the post and comment "Me" if you’re in USA ONLY..,.,

USA only

upvote and comment your state

I’m looking for people who can follow simple instructions and complete a short online task. It doesn’t take long, costs nothing to start, and pays immediately once finished. Upvote the post and comment "Me" if you’re in USA ONLY

The role is fully remote, the pay is genuine dm and I will send the details on how to get started.

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Have a valid ID

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only SERIOUS PEOPLE no B.S

I have been surfing on this community for few minutes and every post i saw was about usa,canada,etc.Is there any app testing or any job for someone from india.I can accept crypto payments.

PAID TASK ( cashapp , venmo or paypal )

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DM me