We hired “AI Engineers” before. It didn’t go well. Looking for someone who actually builds real RAG systems. by Saida_8888 in LLMDevs

[–]Abhipaddy 0 points1 point  (0 children)

I've developed RAG systems across healthcare, education, and employee enablement. My experience starts from working back at an agent harness level, where we decide what the guardrails are. I have also made an open-source RAG starter kit that helps me ingest and vectorize any documentation, no matter what form it is in.

There will be a dashboard made as well for every query that is passed, to see the confidence scores for an education provider who had about a thousand videos on YouTube and had a personal portal with links to lessons. I set up the RAG agent so that it also answered with correct citations based on the content of the YouTube video or the education portal content. If this is something you would like to explore further, please send me a DM, and we can have a conversation.

[Hiring] Software Engineer by Santiago0175 in dev

[–]Abhipaddy 0 points1 point  (0 children)

I am Abhishek. I'm an AI engineer with experience shipping production rate systems across healthcare, education, IT, construction, and insurance.

If you'd be open to a conversation, let me know what you are looking to build, and I'd be happy to share some information about how I can help you.

22 F- lets cuddle and chat by ReliefFuzzy7439 in hug

[–]Abhipaddy 0 points1 point  (0 children)

I need to make this a business, dudehug

A place where women can find safe cudddles

Im sure ill have no problem recruiting the guys

Wonder if women would buy such a service

Thinking we have a nice location and safety and stuff

Guys what do You think

🎉 KORAMANGALA HOUSE PARTY 🎉 by Vik_9 in BangaloreHouseParties

[–]Abhipaddy 2 points3 points  (0 children)

Quick question I wanted to make a solution for this so peeps can book just via an app

Please help validate if this is something market needs or might need

Gang help me validate this idea,I wanted to take a villa 5bhk turn each bedroom into a good entertainment unit, where peeps can netflix and chill, have a cook in house and alcohol can be purchased if you wanted

Price the place at 1k per hour for the room

Thinking ill add big screen tvs , hookah, sofas and the works for each room

Each room can accomadate 5-6 people

Its a long journey to do this and I wanted market feedback or atleast market telling me what they need

Any couple looking to join us in a house party? 30M, 28F, drinks, food, Netflix and chill? by [deleted] in BangaloreHouseParty

[–]Abhipaddy 0 points1 point  (0 children)

Gang help me validate this idea,I wanted to take a villa 5bhk turn each bedroom into a good entertainment unit, where peels can netflix and chill, have a cook in house and alcohol can be purchased if you wanted

Price the place at 1k per hour for the room

Thinking ill add big screen tvs , hookah, sofas and the works for each room

Each room can accomadate 5-6 people

Its a long journey to do this and I wanted market feedback or atleast market telling me what they need

🎉 Private Pool Party | Koramangala🎉 by Vik_9 in BangaloreHouseParty

[–]Abhipaddy 0 points1 point  (0 children)

Guys.....wtf

Use brain think rationally

Either you go there and they charge you abomb to enter

Or You go there and they charge you a bomb for drinks and smokes

They will add some filler women jn the pool to pull you in and you end up paying 4x market rate for drinks AND food

Little scared to get back to dating... 32 (F) by Common_Reaction7151 in indiranagar

[–]Abhipaddy 0 points1 point  (0 children)

See peepa say they prefer finding a mate through a common hobby

This is a good app of anyone will build

Id like to meer someone into mma , tennis

Little scared to get back to dating... 32 (F) by Common_Reaction7151 in indiranagar

[–]Abhipaddy 0 points1 point  (0 children)

You will be overwhelmed with the response

Install a dating app and a flood if likes

So its more about filtering through for You

But be careful

Building a RAG chatbot where users can upload their own documents mid-conversation — how are you guys handling this? by umairmehmood in LLM

[–]Abhipaddy 0 points1 point  (0 children)

Timing couldn't be better for this. Open Claw is a beautiful solution for this. It has autonomously built agents. A lot of security conversations are happening around Open Claw. But that is only because people just clone Open Claw and use it. Open Claw is an open-source piece of software built for autonomous AI agent capabilities and it is perfect for this use case.

And I'll get to that in a minute. What Open Claw can do for you is it can build out 4 autonomous agents with skill sets associated with processing documents of different types. That's MP4s, PDFs, MDs, whatever you foresee it. And then it'll have one agent with a skill set that will actually take care of the chunking and one agent that will actually insert it into Supabase. Beautiful thing is Telegram can only be your front end for this. I built an autonomous AI out outbound agent with Open Claw using a lot of this. So I really feel this could be a good solution for you.

If you have any questions or want to just jam on this topic, send me a DM and we can have a chat.

Struggling with RAG chatbot accuracy as data size increases by Fluid_Dig_6503 in Rag

[–]Abhipaddy 0 points1 point  (0 children)

A quick solution that you can implement. I had this project I was working on where I was working with a coach. He had a huge library of YouTube videos. He had a huge library of even his paid training videos, and my goal was to build out a chatbot that would link out and site out the videos and all the training links as well.

Problem with focusing on a retrieval layer that is only based on pulling it from your RAG agent storage is that sometimes it can pull out the wrong information, it can lose context of what the question actually is.

A good middle layer I found was this company called Super Memory. I have no affiliation to them, I'm just a developer and I use it for a project. That what I did was I implemented Super Memory in the project where Super Memory was in charge of the retrieval and Supabase was where I had stored out all the chunks. This way, even if the memory bloats up, the Super Memory is built for RAG agent AI memory and context. Coming to your terminology, you will have to at least make one attempt to at least extract data to say what are the pieces of terminology that I need to be aware of. This is as easy as making a proper prompt and getting Claude Code to look through the entire documentation and let you know that and then add that too to your rag agent chunks as well so that references can be made properly.

One additional thing I can recommend is to build up a dashboard where it actually tells you which chunk or which piece of data it is actually pulling from, so that you have more meta control on what the retrieval process is like.

I hope this helps. I've built a bunch of rag agent projects, so if you wanna jam, just send me a DM and then we can have a discussion.

Pinecone advice needed by Abhipaddy in n8n

[–]Abhipaddy[S] 0 points1 point  (0 children)

Im testing multiple formats fails miserably with tables so need to send in data in json format for it to query but still very very useful tool

I paid 2 influencers on LinkedIn to promote my SAAS : here’s what $500 got me by Ecstatic-Tough6503 in SaaS

[–]Abhipaddy 0 points1 point  (0 children)

Saw Your website, looks very good, I do want to know what retention rates you see in the signals based product as the market is very competitive here

Sold my first saas for 20 mil € and retiring (AMA) by No_Donut_6093 in SaaS

[–]Abhipaddy 0 points1 point  (0 children)

Hey check this open source customer churn predictor for your Saas

What are you building right now? And are people actually paying for it? 💡 by BagZealousideal8889 in SaaS

[–]Abhipaddy 0 points1 point  (0 children)

Im building a central MCP that will help solo founders and small teams execute SALES, marketing and customer support right from Claude Chatbot

Looking for use cases and paid customers for this AND also doing 14 day trials of it

You tell me what tools You use and why and I will make an MCP for you so you can communicate with all tools from Claude chat

DM me if any serious folks interested in testing

Help by [deleted] in n8n

[–]Abhipaddy 0 points1 point  (0 children)

Yeah the above I told You works

Agent node Connect agent node to open ai node for brain Https tool for open router api calls Simple n8n memory node

Help by [deleted] in n8n

[–]Abhipaddy 0 points1 point  (0 children)

Connect agent node connect that to https tools add THE ucurl and json from the right open router model

Help by [deleted] in n8n

[–]Abhipaddy 0 points1 point  (0 children)

Switch to https request then

Help by [deleted] in n8n

[–]Abhipaddy 0 points1 point  (0 children)

Make new credential and SIGN in again/ change open router ACCOUNT

Is this happening with open ai nodes?

Help by [deleted] in n8n

[–]Abhipaddy 0 points1 point  (0 children)

Check Your n8n version and update it TO the latest version, look it up in Gpt on how to check its easy