Category: Chat

After building custom AI agents for multiple clients, i realised that no matter how smart the LLM is you still need a clean and structured database. Just turning on the websearch isn’t enough, it will only provide shallow answers or not what was asked.. If you want the agent to output coherence and not AI slop, you need structured RAG. Which i found out Ragus AI helps me best with.

Instead of just dumping text, it actually organizes the information. This is the biggest pain point solved – works for Voiceflow, OpenAI vector stores, qdrant, supabase, and more.. If the data isn’t structured correctly, retrieval is ineffective.
Since it uses a curated knowledge base, the agent stays on track. No more random hallucinations from weird search results. I was able to hook this into my agentic workflow much faster than manual Pinecone/LangChain setups, i didnt have to manually vibecode some complex script.

Hey all,

Over Christmas and New Year I spent most of my time building this app. It started as something I made purely for myself.

I was constantly switching between tabs and accounts just to ask questions to different LLMs, and it was killing my focus. I tried a bunch of AI chat apps, but they were missing a couple of things I really wanted:

• having access to +120 premium place in one place
• the ability to chat with multiple models at the same time
• the ability to have models respond or “debate” in parallel

So I decided to build it myself.

I launched it 2 days ago and currently have exactly 0 users, so I’d really appreciate any honest feedback, good or bad.

There’s a free plan with 20 messages per day on some cheaper models (I’m an indie dev with basically no budget), plus two paid plans with higher limits.
If anyone wants to upgrade, you can use WELCOME20 for 20% off.

Thanks for reading, and feedback is very welcome.

PS: the app is https://omny.chat

Hey all,

I work with service businesses and keep seeing the same issue: leads get missed because no one can respond instantly.

Most owners are busy running the business and can’t always answer calls, emails, texts, or forms. Even with a receptionist, after-hours is still a problem. When someone doesn’t get a quick response, they usually move on to someone who will respond instantly.

That’s why I build website chat systems for service businesses. They can answer common questions, act as a 24/7 receptionist, capture leads, and even book appointments.

Instead of explaining how it works, I’m offering a fully done-for-you chat setup free for one month.

I’ll set it up, train it on your business, and customize it. You don’t have to do anything. Try it for a month and see if it actually helps. If it does, we can keep working together. If not, I’ll remove it.

I’m on the affordable end and mainly looking for real-world feedback and case studies.

I’m decidedly non-tech. I use AI chatbots for very basic things—mostly writing help and the occasional special project. So far, I’ve used Perplexity, ChatGPT, and Gemini fairly extensively. Other than layout, I find little difference among them for my purposes.

What I’m finding is that they all have significant drawbacks, even for limited use. I won’t get into the long list of errors, but the experience has often been frustrating and a major time sink.

For example, about a month ago I started a project to file a consumer complaint in a foreign country. It’s a complicated process and requires writing in a language I’m not fluent in, so I asked ChatGPT to help. I was initially told it would take about 30 minutes. It’s now a month later, and I’ve heard every excuse imaginable. If I hear “that’s on me” one more time, I’m going to lose it. I’ve since given up.

So my question is this: are all of these bots equally prone to making similar mistakes and overpromising, or is there one that’s actually better suited for general tasks?

Why can’t any of these virtual 3D waifu/anime style Al companions, especially those claiming to be “uncensored” or with an “NSFW mode,” provide a real uncensored NSFW experience? I’m referring to full nudity, explicit sex animations, sexual emotes and actions, truly revealing outfits, uncensored adult interactions and conversations, and so on. With versions I’ve tried the NSFW mode is heavily moderated with a censored 18+ text/voice role-play feature. Some may also include a “sexy” outfit like a bikini but That as far as its goes for all of “NSFW” modes and as far as I can tell there aren’t many (if any) good options for a proper virtual 3D waifu style Al companions with genuine NSFW mode The only two ways i could find seem to be either run one locally (not possible for me I only have an iOS device no PC) or pay for one of those sketchy looking Al companion websites (I’m not paying I’m not risking my info getting stolen) So unless there’s other options I haven’t found Imk if you know of any browser based/mobile ones with more explicit sexual content

i had a really long chat with deep seek and reached the max chat number but somthing bugged out and it sent me back to my first message like all my chats are still there but there are so many edits and regenerates that i have spend hours trying to navigate back to the end and just cant is there any way to just get me to my last message any help is appreciated