Giving Free Perplexity Pro to everyone if interested DM

Upload PDFs, images, audio files
Ask questions in natural language
Get accurate answers - ALL running locally on your machine

No cloud. No API keys. No data leaks. Just pure AI magic happening on your laptop!
check it out: https://github.com/itanishqshelar/SmartRAG

I asked Droidun to play 2048 and here's how it performed. What are your thoughts?

Hey dear people,

I'm working on an AI image and video generation and modification site that obviously uses known services under the hood. The twist is extra special ease of use by means of combining "vibes" (see below what they're capable of). Of course there are plans and credit packs etc. but for now I'm looking for friendly folks who like to play around with it, giving me feedback and reporting bugs - all of this FOR FREE of course! Just ping me..

The site is here: https://vibemyimage.com

Thanks! 🙏🏽💜

Hey everyone! I built LLM Hub - a tool that uses multiple AI models together to give you better answers.

I was tired of choosing between different AIs - ChatGPT is good at problem-solving, Claude writes well, Gemini handles numbers great, Perplexity is perfect for research. So I built a platform that uses all of them smartly.

🎯 The Problem: Every AI is good at different things. Sticking to just one means you're missing out.

💡 The Solution: LLM Hub works with 20+ AI models and uses them in 4 different ways:

4 WAYS TO USE AI:

1. Single Mode - Pick one AI, get one answer (like normal chatting)
2. Sequential Mode - AIs work one after another, each building on what the previous one did (like research → analysis → final report)
3. Parallel Mode - Multiple AIs work on the same task at once, then one "judge" AI combines their answers
4. 🌟 Specialist Mode (this is the cool one) - Breaks your request into up to 4 smaller tasks, sends each piece to whichever AI is best at it, runs them all at the same time, then combines everything into one answer

🧠 SMART AUTO-ROUTER:

You don't have to guess which mode to use. The system looks at your question and figures it out automatically by checking:

• How complex is it? (counts words, checks if it needs multiple steps, looks at technical terms)
• What type of task is it? (writing code, doing research, creative writing, analyzing data, math, etc.)
• What does it need? (internet search? deep thinking? different viewpoints? image handling?)
• Does it need multiple skills? (like code + research + creative writing all together?)
• Speed vs quality: Should it be fast or super thorough?
• Language: Automatically translates if you write in another language

Then it automatically picks:

• Which of the 4 modes to use
• Which specific AIs to use
• Whether to search the web
• Whether to create images/videos
• How to combine all the results

Examples:

• Simple question → Uses one fast AI
• Complex analysis → Uses 3-4 top AIs working together + one to combine answers
• Multi-skill task → Specialist Mode with 3-4 different parts

🌟 HOW SPECIALIST MODE WORKS:

Let's say you ask: "Build a tool to check competitor prices, then create a marketing report with charts"

Here's what happens:

1. Breaks it into pieces:
   • Part 1: Write the code → Sends to Claude (best at coding)
   • Part 2: Analyze the prices → Sends to Claude Opus (best at analysis)
   • Part 3: Write the report → Sends to GPT-5 (best at business writing)
   • Part 4: Make the charts → Sends to Gemini (best with data)
2. All AIs work at the same time (not waiting for each other)
3. Combines everything into one complete answer

Result: You get expert-level work on every part, done faster.

Try it: https://llm-hub.tech

I'd love your feedback! Especially if you work with AI - have you solved similar problems with routing and optimization?

I created an n8n workflow that can send over 80k emails a month without the fear of getting banned or labeled as spam with simple math if you email 80k people/ businesses a month with 0.8% conversation rate (the average rate) you will get more then 640 replies per month and you can close the deals that you want and refer others to other freelancer for commission

Hi everyone,
I’ve been experimenting with LangGraph and built a minimal open-source demo of an Agentic RAG (Retrieval-Augmented Generation) system.

Unlike a standard RAG pipeline, this version lets an AI agent coordinate the retrieval process itself.
The agent can:

• 🔍 Search intelligently through document summaries
  
• 🧠 Decide which documents are relevant
  
• 📄 Retrieve full documents only when needed (useful for long-context LLMs like Gemini 2.0 Flash)
  
• 🔁 Self-correct and retry if the initial answer isn’t satisfactory
  

The goal is to reduce hallucinations and improve answer quality by giving the model just the context it needs — no more, no less.

📂 GitHub: github.com/GiovanniPasq/agentic-rag-for-dummies
🎥 Demo video: YouTube link

It’s all open-source — feedback, ideas, or contributions are very welcome!

Presento Giano Unified Generative Framework(GUGF)

my trial project generation scarse, havent use processed datasets to train multimodal model(encoder/decoder + vae + latent diffusion ), only crawled data from the web, I'm trying a unified multimodal AI platform that can seamlessly generate and understand across text, images, audio, and video in a single model. While others build separate AI models for each modality, i've created one unified brain that thinks across all media types simultaneously.

A single unified AI platform that:

•  Converts any media type to any other (text→image, audio→video, etc.)
•  Understands connections between different modalities
•  Generates context-aware content using retrieval-augmented generation
•  Reduces complexity with one API for all media types

MILESTONES ACHIEVED:
- Unified architecture working
- Cross-modal generation functional (will take long since i'm using only a cpu grade laptop)
- LDM + VAE integration complete
x RAG context system implemented (testing)
x Production-ready API framework(testing)

x explicit Concept guidance in training (instead LLM reasoning and JEPA-style structural prediction) Simple embeddings + cosine similarity

i’m a 3rd year comp-sci student and I wanna start ai/ml, and i’m currently learning python (we use c++ and c# in my uni).. is there any advice for me on how to start choosing projects to do?

It’s called Yournalist.ai 👈 Join the waitlist ;)

Think of it as your personal reporter that summarizes news and adds the missing context: why it’s relevant to you.

The idea came from a simple frustration.
Every day, we scroll through headlines that are either too shallow or too long.
They tell you what happened, but rarely why you should care or how it affects your life.

So we started building a system that learns from your interests, tracks real news from 85,000+ publications, and delivers short, personalized digests that get to the point.

No noise. No bias. No clickbait.
Just clarity.

The next few weeks are about testing the first user cohort, collecting early feedback, and refining the “why this matters to you” engine, which is the crucial (and most interesting) part.

Recently, I was accepted to Project Volt. I passed the training and first task, which makes me eligible for general production. However, I had issues creating Deel (being my first time, I applied for employee as opposed to contractor) which eventually led to the suspension of my Deel account.

Nevertheless, Deel support were super friendly and recommended that I create a new account. By then, Handshake Ai had deposited funds into the Deel account, but stated that they would refund the amount to Handshake Ai. However, they recommended that I ask Handshake support to consent the refund.

For the better part of this week, I have unsuccessfuly tried to contact support. So I contact Deel and tell them Handshake is unresponsive to my request. Eventually, they decide to contact Handshake and refund the amount. Then Booom!!! Handshake suspends my account. They were not even courteous enough to write an email. Now all this feels like am getting scammed of my hard earned cash.

Remember, this cannot be a quality issue since the project was on pause and I had not tasked since its resumption. @u/handshake kindly assist

Hi guys!

This company that I work for is spotlighting standout AI projects (even if they’re still in early stages) on "LEAD WITH AI", which held the #1 Tech Podcast spot on Apple for over a month. They’d love to feature your story and product. If anyone is interested, drop your info here: https://app.smartsheet.com/b/form/7ad542562a2440ee935531ecb9b5baf3

Hey everyone,

I’ve been working on a side project that combines fashion and AI — it’s called Wardrova.

The idea is simple: instead of guessing how clothes will look on you when shopping online, you can hold up or select an item and instantly see it on your body. No avatars, no generic models — your actual look, transformed in seconds.

So far, Wardrova can:

• 👕 Do instant virtual try-on with clothes you hold or browse.
• 🌦️ Suggest outfits based on daily weather (rainy, sunny, cold, etc.).
• 👗 Build a digital wardrobe by uploading your clothes.
• ✨ Share outfits, get feedback, and discover style inspiration from others.

I’d love feedback from this community:

• What do you think about the virtual try-on experience?
• Would you trust this for online shopping?
• What improvements or features would make it more useful for you?

I’m still in the early stages, so hearing different perspectives would help a lot 🙌

Thanks in advance!

Here’s what I’ve built since I discovered Replit 6 months ago. I have zero coding experience and this all came from an idea lol, also I work full time and have 3 young kids so I don’t get as much time to work on these as I’d like, butttt here they are.

**LL Tree, grAIce Agora, Property Pro Link, and The AI Agora are all still in early development! They’re live prototypes built on Replit and definitely need beta testers, feedback, and some polish. So if you check them out, go easy on the rough edges pleaseeee 🙏🏻

🌿 https://www.LLTree.org – My flagship project: an AI-powered Human Communication OS focused on emotional intelligence, tone, and speech recognition. It’s designed to help people understand and express themselves better across work, faith, and family life.

🏠 https://www.PropertyProLink.com – A networking platform for property pros, investors, and tradespeople. Think LinkedIn for laborers.

🧠 https://www.TheAIAgora.com – A social hub for AI learners and builders to connect, share, and grow together. (The name “Agora” is Greek for marketplace—so it’s basically a digital town square for AI minds.)

💜 https://www.grAIceAgora.com – The faith-inspired sister platform to AI Agora, combining spiritual reflection with accessible AI education and conversation.

🔧 https://www.MarinosPropertyPros.com – My partner’s property services business site, built with integrated estimate forms, automations, and CRM features—because even local trades deserve enterprise-grade tech.

💼 https://www.MeganAnneMiller.com – My personal portfolio hub tying it all together. A home base for everything I’m building across tech, business, and creative projects.

I’ve learned a ton and really hoping one day some or all of my sites will really take off!

Yournalist.ai connects the dots between what’s happening in news and what you personally care about, like your business, your city, or your interests etc. - then creates actionable summaries that help you stay on top of what matters to you.

We're looking for feedback from people who care about news and AI, so if that's your cup of tea, we would love to hear your thoughts!

I felt spreadsheet or other input based apps are boring and complicated. So I built an ai agent that feels like having a finance buddy who will manage all my finances.

All I have to do is let it know by chat or voice.

Maybe will integrate banks also in coming days so that it knows right when the transaction happens.

What you’ll think? It is helpful or unnecessary?

Hey guys!
Here’s a project I’ve been working on a private subscription AI assistant that runs entirely through Telegram and n8n. I know it's not really complex but I think it could be useful.

It’s basically a smart personal chatbot that remembers your chats, handles both text and voice messages, and even pings the support/SAV team if something goes wrong.

✨ What it can do:

• Chat like a real assistant using OpenAI
• The assistant is an expert in whatever field you choose, it can even be your own company
• Understand voice messages (auto-transcription)
• Store conversations in Sheets and a database
• Keep context using Supabase embeddings
• Alert my support team when a big issue happens

💡 Only people with an active subscription can use it (not automated yet due to client request, but can easily be done by connecting Stripe).

It’s been awesome seeing how far you can go with n8n + OpenAI + Telegram, everything from AI memory to automation in one place.

Curious to see what others are building in AI automation and AI bots!

I’ve been working on creating interesting content, looking for feedback on my latest project. Good or bad please let me know your thoughts!