🚨 Haystack Weekly Updates 🚨 📢 Haystack 2.12 is here — meet the new Agent component! Build tool-calling agents, reuse full pipelines with SuperComponent, and more. 🔗 Release notes: haystack.deepset.ai/release-notes/… 🎓 Tutorial: haystack.deepset.ai/tutorials/43_b… 🍳 Cookbook:

𝗦𝗽𝗿𝗶𝗻𝗴 𝗶𝗻𝘁𝗼 𝗛𝗮𝘆𝘀𝘁𝗮𝗰𝗸: 𝗢𝘂𝗿 𝗦𝗲𝗮𝘀𝗼𝗻𝗮𝗹 𝗖𝗵𝗮𝗹𝗹𝗲𝗻𝗴𝗲 𝗶𝘀 𝗟𝗶𝘃𝗲! 🌸 Looking for a reason to 𝘥𝘪𝘨 𝘪𝘯𝘵𝘰 𝘈𝘐 𝘈𝘨𝘦𝘯𝘵𝘴 and explore the 𝗠𝗼𝗱𝗲𝗹 𝗖𝗼𝗻𝘁𝗲𝘅𝘁 𝗣𝗿𝗼𝘁𝗼𝗰𝗼𝗹 (𝗠𝗖𝗣)? Join our latest challenge: 𝗦𝗽𝗿𝗶𝗻𝗴 𝗶𝗻𝘁𝗼

🚀 At PyCon Lithuania today? Don’t miss David’s talk at 2PM CEST! You will learn about different retrieval techniques and gain insights into each technique's unique features, advantages, and limitations! See you there 👋 #PyConLT2025

🛠️ RAG may not be the most hyped AI architecture right now. But it remains the one that delivers the most value to users. Gen AI evolves fast, but RAG remains one of the most reliable, scalable, and industry-ready approaches for bringing LLMs into the real world. Whether you're

🖼️ Building agents that understand both text and images? We've released Haystack's new experimental Multimodal support, which enables the building of apps that analyze images and PDF documents. What’s new: 📸 ImageContent dataclass to pass images in Chat messages 🧠 Dynamic

The future of complex problem-solving with AI lies in collaboration, not just single, monolithic agents. Our new tutorial shows you how to build a multi-agent system with Haystack where specialized agents work together. 🔗 haystack.deepset.ai/tutorials/45_c… You'll learn to: ✅