Punit Pawar

AI • Software • Fitness • Books.
Learning in public.

[Punit Pawar @Punitwts]

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

[Punit Pawar @Punitwts]

@jaanvii0 Thank you Janvi🤝❤️

[Punit Pawar @Punitwts]

Today was insane.😱💥

+120 followers in a day😍
~45K impressions today📈

Now at 80K total impressions and 250 followers🥺❤️

I’m learning one thing fast: show up, post, reply, repeat.

Now I’m meeting builders, engineers, founders, and curious people every single day.

This app is crazy. And I’m just getting started. 🚀

[Punit Pawar @Punitwts]

@yashrajcodes Sure man🤝 appreciate your support and thoughts ❤️ let's connect

[Punit Pawar @Punitwts]

Just crossed 150,000 organic impressions on X.🤩🚀

3 days ago: 1.5K impressions
54 followers
84 engagements

Today: 150.6K impressions
358 followers
2.5K engagements

In just 3 days:
1.5K → 150.6K impressions
54 → 358 followers
84 → 2.5K engagements

That’s wild.
No hacks. No shortcuts.

Just posting consistently, replying a lot, experimenting, and showing up every day.

Let's connect and move on to the next milestone 🚀

[Punit Pawar @Punitwts]

@FabrizioRomano The hardest decision a man can make: tax-free generational wealth or a mansion in Miami.🤔

[Punit Pawar @Punitwts]

The bracket is absolutely loaded. There are no easy games left at this point!

Mbappé vs Hakimi part two incoming! Best friends becoming rivals on the biggest stage again. 🇫🇷🇲🇦

Erling Haaland vs Harry Kane is the ultimate battle of the world's most lethal strikers. 🇳🇴🏴󠁧󠁢󠁥󠁮󠁧󠁿

Messi escaping that Egypt scare just to setup a date with the clinical Swiss defense. What a tournament. 🐐

Lamine Yamal vs the Belgian defense is going to be a must-watch matchup.⚽

[Punit Pawar @Punitwts]

@Vvikramai 100% agreement. System over luck, every single time.🚀

[Punit Pawar @Punitwts]

@amitkushh Thanks man🤝❤️

[Punit Pawar @Punitwts]

@TheRealDiwanshu Thanks man 🤝❤️

[Punit Pawar @Punitwts]

@ayaan_motiwala0 Thanks man🤝

[Punit Pawar @Punitwts]

Just crossed 100,000 organic impressions on X.

With only 275 followers.
No paid reach.
No big audience.

Just posting, replying, experimenting, and showing up every day.

Honestly… this feels kind of crazy 🤯
Still early. Still learning. Still building.
On to the next milestone 🚀

[Punit Pawar @Punitwts]

@BhUsHaNn_P Thanks man🚀🤝

[Punit Pawar @Punitwts]

@trukhan_dev Absolutely! Consistency was key—posting daily, engaging heavily in replies, and experimenting with formats until something stuck. Let's connect and grow together 🚀🤝

[Punit Pawar @Punitwts]

@FIFAWorldCup We are witnessing pure greatness from all four of them. Who you are rooting for? 👇

[Punit Pawar @Punitwts]

@medic_blox Done bro🤝❤️

[Punit Pawar @Punitwts]

@gaempolap21 Sure man, thanks🤝❤️

[Punit Pawar @Punitwts]

@gaempolap21 Thanks Eddie 🤝

[Punit Pawar @Punitwts]

@O_DesignMaestro No formal roadmap yet! 😅 Just focused on experimenting daily, engaging in the comments, and sharing what I learn along the way.🚀

[Punit Pawar @Punitwts]

@benfchi Sure man, let's connect 🤝🚀

[Punit Pawar @Punitwts]

@Thanusha1997 Thanks, let's connect 🤝🚀

[Punit Pawar @Punitwts]

@FelixDeFi7 Thanks let's connect 🤝🚀

[Punit Pawar @Punitwts]

@RealFrank100 Sure Frank😊 let's connect 🤝🚀

[Punit Pawar @Punitwts]

@mcrochresearch Thanks man, let's connect 😊🤝