Muhammad Ismail (@_m_ismail_) 's Twitter Profile
Muhammad Ismail

@_m_ismail_

Python Developer | Agentic AI & Robotics Aspirant | Mathematician & Data Analyst | Next.js & Jamstack Developer | Chatbot Builder

ID: 1926290819301969920

linkhttps://portfolio-clone-seven.vercel.app/ calendar_today24-05-2025 14:55:17

97 Tweet

15 Followers

589 Following

Shubham Saboo (@saboo_shubham_) 's Twitter Profile Photo

Awesome LLM Apps just crossed 30k+ stars on GitHub. It features 75+ step-by-step tutorials on: - Starter & Advanced AI Agents - Multi-agent Teams - Voice AI Agents - Autonomous Game Playing Agents - MCP AI Agents - Agentic RAG 100% free and Opensource.

Awesome LLM Apps just crossed 30k+ stars on GitHub.

It features 75+ step-by-step tutorials on:
- Starter & Advanced AI Agents
- Multi-agent Teams
- Voice AI Agents
- Autonomous Game Playing Agents
- MCP AI Agents
- Agentic RAG

100% free and Opensource.
Shubham Saboo (@saboo_shubham_) 's Twitter Profile Photo

AI Agent team that don't just code but handle the entire software development lifecycle. Six AI Agents for coding, debugging, incident response, documentation, and ticket management with full MCP support. 5 cool examples 👇 1. Autonomous End-to-End Coding

Zephyr (@zephyr_hg) 's Twitter Profile Photo

Replace your most boring tasks with bots that don’t sleep 125+ AI AUTOMATIONS Auto-run your inbox, docs, tweets, sales flows—without lifting a finger. To get it: • Like • Reply “Auto” I’ll DM it to you right away.

Chris (@chatgpt21) 's Twitter Profile Photo

Gpt 4o is reasoning before searching, this is strong indication that they are testing the routing system between combined models. Lots of new frequent small testing is becoming more frequent as we close in on the big, GPT 5

Asharib Ali (@0xasharib) 's Twitter Profile Photo

If you don't take action (Start Coding with Your Hands), nothing will change. You'll cry, because (Time will Fly) and it won't stop for you. Start Learning about the Things (Whole Internet is Yours). Be Smart Take Help from (Any AI Assistant), and Get Started.

Nargis Mita (@hey_ankita) 's Twitter Profile Photo

🚨 Google Veo 3 just shattered expectations. In 24 hours, it blurred the line between fiction and reality — with sound, motion, and full dialogue… All from a single prompt. These 8 results feel like sci-fi: 👇 1.

Sam Altman (@sama) 's Twitter Profile Photo

we dropped the price of o3 by 80%!! excited to see what people will do with it now. think you'll also be happy with o3-pro pricing for the performance :)

Robin Delta (@heyrobinai) 's Twitter Profile Photo

🚨 BREAKING: The first real AI agent is live. Meet Scouts - AI agents that work with you It thinks, adapts, and helps you decide. 5 favorite personal examples + link to try👇

Fernando Cao (@thefernandocz) 's Twitter Profile Photo

The most dangerous person in tech isn't Elon or Altman. It's a 28-year-old who built the training system for OpenAI. Now Zuckerberg just gave him $15 BILLION to join Meta's "superintelligence" lab. Here's why every tech CEO is terrified of what's coming: 🧵

The most dangerous person in tech isn't Elon or Altman.

It's a 28-year-old who built the training system for OpenAI.

Now Zuckerberg just gave him $15 BILLION to join Meta's "superintelligence" lab.

Here's why every tech CEO is terrified of what's coming: 🧵
Muhammad Ismail (@_m_ismail_) 's Twitter Profile Photo

Tracing is one of Mager feature in OpenAI agents sdk . Here is the complete flowchart of the tracing workflow in OpenAI agents sdk

Tracing is one of Mager feature in OpenAI agents sdk .
Here is the complete flowchart of the tracing workflow in OpenAI agents sdk
Muhammad Ismail (@_m_ismail_) 's Twitter Profile Photo

Understanding tracing in the OpenAI Agents SDK doesn't have to be complicated. 📌 Analogy: A trace is like a movie — it captures every scene (span) from start to end. 📌 Analogy: A span is like a scene in that movie — a focused snapshot of a single action.

Muhammad Ismail (@_m_ismail_) 's Twitter Profile Photo

🚀 Just tested out Sentence Transformers with the all-MiniLM-L6-v2 model for generating semantic embeddings .It's incredibly lightweight and perfect for building vector-based search, RAG systems, and recommendation engines — Here’s a quick example:

🚀 Just tested out Sentence Transformers with the all-MiniLM-L6-v2 model for generating semantic embeddings .It's incredibly lightweight and perfect for building vector-based search, RAG systems, and recommendation engines — 

  Here’s a quick example:
Muhammad Ismail (@_m_ismail_) 's Twitter Profile Photo

📌 Retrieval-Augmented Generation (RAG) – Dot Product Demo with NumPy 🔍 Want to know how a user's query finds the most relevant document in a vector database? 👇 Here’s a simple Python demo:

📌 Retrieval-Augmented Generation (RAG) – Dot Product Demo with NumPy

🔍 Want to know how a user's query finds the most relevant document in a vector database?

👇 Here’s a simple Python demo:
Avi Chawla (@_avichawla) 's Twitter Profile Photo

After MCP, A2A, & AG-UI, there's another Agent protocol (open-source). ACP (Agent Communication Protocol) is a standardized, RESTful interface for Agents to discover and coordinate with other Agents, regardless of their framework (CrewAI, LangChain, etc.). Here's how it works:

After MCP, A2A, & AG-UI, there's another Agent protocol (open-source).

ACP (Agent Communication Protocol) is a standardized, RESTful interface for Agents to discover and coordinate with other Agents, regardless of their framework (CrewAI, LangChain, etc.).

Here's how it works: