Forem: wissam metawee

🚀 Seamless Agent Switching in Robots-AI – No More Restarting the Chat!

wissam metawee — Wed, 23 Jul 2025 20:29:59 +0000

🚀 Seamless Agent Switching in Robots-AI – No More Restarting the Chat!

Hey devs! 👋

I’ve just shipped a major feature in Robots-AI, my open-source multi-agent assistant platform:

🔄 Dynamic Agent Switching – Right Inside the Chat!

Until now, switching between agents meant ending your current session and starting a new one. But with this update, you can:

✅ Instantly switch between agents (like a coding agent, real estate agent, or travel agent etc..) within the same conversation

✅ Maintain full chat context across agent switches

✅ Experience a smooth, natural UI that feels like working with a team of AI specialists

🎥 Live Demo

Curious to see it in action?

▶️ Watch a short demo video

💡 Why It Matters

This brings Robots-AI a step closer to what a real-world AI assistant should be:

Collaborative, fluid, and context-aware
No need for expensive hardware
No login required
Fully open-source and extensible

🔗 Try It or Contribute

Explore the project here:

👉 GitHub: https://github.com/wiss84/robots-ai

If you find it useful, consider giving it a ⭐ or contributing!

🗣️ Let’s Connect

I’d love your feedback!

Got ideas, questions, or want to build your own agents on top of Robots-AI? Drop a comment below or send me a message. 🙌

Robots-AI: Free Multi-Agent AI Platform

wissam metawee — Tue, 22 Jul 2025 22:37:26 +0000

🚀 100% Free to Use – No High-End Hardware Needed!
I’ve just shipped a series of improvements to my open-source multi-agent AI assistant platform, Robots-AI:
✨ New summarization workflow for smarter, more relevant chat recaps.
✨ No embeddings or vector store needed – just fast, rolling LLM-powered summaries.
🧑‍💻 Improved parsing logic for the coding agent, including a new code_parser utility and one-click code block copying.
🖥️ UI layout enhancements – the interface now resizes smoothly with no overlapping containers.
🌗 Better light/dark themes for a more polished and accessible experience.
If you like these updates, please like and repost to help more people discover the project!
Want to help it grow faster? Fork the repo and contribute, or just star it if you find it useful.
💡 Let me know what other cool features you’d like to see in the app – comment your ideas below, or let’s set up a 1:1 meeting to discuss!
🔗 Check it out on GitHub: https://lnkd.in/dwqDSuZH

"Building an AI Chess Agent: From Natural Language to Interactive Gameplay"

wissam metawee — Sat, 19 Jul 2025 19:58:11 +0000

�� Excited to share a new addition in my open-source multi-agent AI assistant: the Games Agent! ♟️🤖
Check out this short video to see how you can:
Play chess with natural language conversation
Make moves on an interactive chessboard
Get strategic explanations and reasoning from the AI
Experience seamless gameplay with real-time validation
Open-source for everyone to use and contribute.
�� GitHub Repo: https://github.com/wiss84/robots-ai
💬 Leave a comment with your thoughts, feature requests, or questions!
�� Repost if you like the project, or
🤝 Fork and contribute if you want to help make it even better!
Building this has been an incredible learning journey - from integrating chess.js to implementing natural language game interactions. Would love to hear what you think and what features you'd like to see next!
Open to collaboration and always eager to learn from the community!
Thanks for your support!

Game Agent Demo:
https://www.youtube.com/watch?v=w6gwGUEF7i0

"Building a Multi-Agent AI System: 7 Specialized Agents in React + FastAPI"

wissam metawee — Wed, 16 Jul 2025 14:42:49 +0000

Building a Multi-Agent AI System: 7 Specialized Agents in React + FastAPI

The Problem I Set Out to Solve

Instead of having one general AI assistant, what if we had specialized agents for different tasks?

What I Built

After 2 months of development, I created an open-source multi-agent system with:

🏠 Real Estate Agent - Search US properties with natural language
✈️ Travel Agent - Plan trips with interactive maps

💰 Finance Agent - Investment analysis and market research
📰 News Agent - Real-time aggregation and analysis
👨‍💻 Coding Agent - Programming assistance and debugging
🛍️ Shopping Agent - Product search and price comparison
🎨 Image Generator - AI-powered creative tools

Tech Stack & Architecture

Frontend: React + TypeScript
Backend: FastAPI + Python
AI Framework: LangGraph + LangChain
LLM: Google Gemini
Database: Supabase

Key Features

Multi-modal support (text + images)
File upload with OCR/PDF parsing
Interactive maps integration
Real-time chat with typing indicators
Conversation history and context retention

Demo Videos

Travel Agent in action: [https://youtu.be/dLcbg4htcJ8]
Real Estate Agent in action: [https://youtu.be/yrBJ0CRmyEU]

Challenges I Faced

Agent Coordination - Getting agents to call the correct tools in the correct format
Context Management - Maintaining conversation history
API Integration - Managing multiple external APIs
Performance - Handling multiple concurrent requests

What I Learned

LangGraph is powerful for agent orchestration
React + FastAPI is a solid combo for AI apps
Good documentation is crucial for open source

What's Next

Looking for contributors to help add new agents and features!

Try It Yourself

GitHub: https://github.com/wiss84/robots-ai