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]

@0xWuki Thanks, I will🤝🚀

[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]

@O_DesignMaestro Sure man🤝❤️

[Punit Pawar @Punitwts]

@ashishbdev_ Thanks bro🤝❤️

[Punit Pawar @Punitwts]

@FIFAcom @FIFAWorldCup Landmark moment: Enzo Fernandez nets the 3,000th goal in FIFA World Cup history! ⚽🔥

[Punit Pawar @Punitwts]

@FabrizioRomano The GOAT and his pack.🇦🇷⚽

[Punit Pawar @Punitwts]

@abdullahatif07 Thanks😊🤝❤️

[Punit Pawar @Punitwts]

@kharaljanak5 Thanks 🤝❤️

[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]

@FIFAcom @FIFAWorldCup

[Punit Pawar @Punitwts]

@kharaljanak5 Thanks bro🤝❤️

[Punit Pawar @Punitwts]

@mehtapurvi264 Aspartame😂

[Punit Pawar @Punitwts]

Good morning builders ☀️

Starting the day with code, caffeine, and a long to-do list.
Today’s plan: build, ship, learn, repeat.

What are you working on today?

[Punit Pawar @Punitwts]

50k+ impression and 90+ followers in 8 hrs😍. It's a very big deal for me. Looking forward and upward to the next milestone 🚀😌

[Punit Pawar @Punitwts]

@mufaddal_vohra Never leave an Argentina match early. You might miss a whole comeback.🇦🇷⚽
Into the quarter finals

[Punit Pawar @Punitwts]

@FIFAWorldCup The journey continues. Next stop: the Quarter-finals! 🌟

[Punit Pawar @Punitwts]

@FlaTododia89 ❤️🤝

[Punit Pawar @Punitwts]

@FabrizioRomano @TouchlineX After a missed penalty and trailing by two, the captain still found a way to pull his team from the brink. The emotion says it all. ❤️‍🩹🇦🇷

[Punit Pawar @Punitwts]

@FabrizioRomano Missing a penalty in the first half just to give Egypt a head start, then casually dropping a Masterclass to secure Man of the Match. Standard Lionel Messi things. 🇦🇷✨

[Punit Pawar @Punitwts]

@433 Never leave an Argentina match early. You might miss a whole comeback. 🇦🇷⚽

[Punit Pawar @Punitwts]

@FabrizioRomano Kept the world champions on their toes until the final second. Nothing but respect for this legendary squad. 🫡🦅🇪🇬

[Punit Pawar @Punitwts]

@FabrizioRomano A penalty miss, a 2-0 deficit, and a 90+3' winner. Football, bloody hell.⚽🇦🇷
Into the quarter finals