Punit Pawar

Built an AI chatbot called LangBot 🤖 I wanted to go beyond a basic Q&A bot and build something that could actually feel useful: • hold natural conversations • remember context across multiple threads • search a custom knowledge base using RAG • use tools like web search, math, and weather when needed • has a analytical dashboard So I built LangBot with: ⚡ Google Gemini 🦜 LangChain + LangGraph 📚 ChromaDB 🎨 Streamlit This project taught me a lot about LLM orchestration, memory, retrieval, and building assistants that do more than just generate text. Still improving it — but excited about where it can go next 🚀 #AI #LLM #LangChain #RAG #DataScience #MachineLearning #Innovation #TechProjects #GoogleGemini #Project #Learning #Connect

@Vaiibhavii_31X Totally agree. It’s definitely shifted away from a pure job board. Nowadays, it’s much better for finding project inspiration, learning notes, and genuine networking than actually applying to roles.

We all know LinkedIn isn't exactly the best place to land a job. But if there's one thing LinkedIn is great at is roadmaps and notes. Today I found two SQL PDFs that were absolute gems, one had company-wise SQL interview questions, and the other covered the key SQL concepts you need to crack interviews. (Not sharing them here since I'm not sure if it's okay without the author's consent .)

@JayaNayak21 Upward and onward, let's connect 🚀🤝

@Punitwts Let's go

500 kab honge?? 🙂🙃 From 1.5K → 263.8K impressions📈 From 54 → 464 followers.🤝❤️ All in around 5 days.😊 Still feels unreal.🙌🏻 Now the next target is clear: 500 followers.🚀 Think we hit it today? 👀🔥

@DiscussingFilm Ah yes, the classic military strategy: fighting a 200-foot nuclear nightmare with toothpicks🫣

The new teaser for ‘GODZILLA MINUS ZERO’ has been released. In theaters on November 6.

@KumarFx23 Yeahh, let's go 🚀

@Punitwts Let's go

@Ishan_Narayan_ Thanks 🤝😊

@Punitwts 😁😁🤝🏽 Wish u the best !

@Srishhh9 Look for active communities in your niche first, then check out global news, sports or pop culture pages where the comment section is highly active. And try to comment early to attract more crowd.

@Punitwts Suggest me some pages

My post never get that much impression 😭 But this reply got

@ESPNFC The scriptwriters cooked with this rematch. Can't wait! 🍿

The last time France and Morocco faced off in the World Cup, France punched their ticket to the 2022 World Cup Final 🔥 We are ready for more 🍿😤

@iamvishal16_ios Sure man 🤝❤️

@Punitwts Lrts follow back

@PopBase At this point, Tokyo's economy must just be 90% construction companies.

New teaser trailer for ‘GODZILLA MINUS ZERO.’ In theaters November 6.

@WatcherGuru With current rent prices and inflation, it is honestly the smartest financial move.

JUST IN: 🇺🇸 Almost half of US adults under 30 live with a parent.

@PopBase Can't wait to watch the military throw more regular bubbles at a 100-foot radioactive dinosaur.

New poster for ‘GODZILLA MINUS ZERO.’ In theaters November 6.

@Ishan_Narayan_ Done 🤝❤️

@Punitwts Follow back karne ke baad

@ErlingHaaland Google really summoned a whole Viking army for you King! 👑

One thing to do today… search my name on Google 😉

@LoyalDataEng Thanks man, Waiting for it🙂❤️

@Punitwts Soon

@brfootball @LyesBouzidi10 @Culturecams Hakimi vs. Mbappé part two is going to be legendary.

Forget France seeking revenge against Argentina—first, Morocco will be seeking revenge against France for their 2022 semifinal defeat 💪 World Cup breakfast w/ @LyesBouzidi10, @Culturecams

@DiscussingFilm @letterboxd Andrew did not catch MJ just to be disrespected like this! 😭

Tom Holland jokes about Andrew Garfield's Spider-Man saving MJ after not being able to save Gwen. “It’s a major L into a major W… we'll cut that bit.” (Source: @letterboxd)

@NetflixIndia Akshaye Khanna doesn't play villains, he plays the main character who happens to be the bad guy. 🔥

Akshaye Khanna’s villain arc pls never end

@WatcherGuru Great, now Zuck can look at me through my screen with custom-built silicon precision.

JUST IN: Meta to begin manufacturing its own AI chip 'Iris' in September.

@itsrishtiii 2,900 feels so good! Imagine the butterflies you will get when you have 3,000. BTW congratulations ❤️😁

2,900 amazing people. ❤️🎀 There was a time when I was posting into the void, wondering if anyone would even see my tweets. Today, this community exists because of your support, conversations, and encouragement. Thank you for following along and being part of the journey. Consistency compounds. On to 3K.