
deepset
@deepset_ai
We provide open source technology and products to interact with your data using LLMs and build production-ready AI Applications. Creators of @Haystack_AI
ID: 946706181913022466
https://deepset.ai 29-12-2017 11:35:17
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Weโre excited to share our latest case study with Airbus Defence and ๐on the KITCH studyโa Sovereign AI solution developed for the German Armed Forces (Bundeswehr). This system uses #AI to safely analyze military regulations and run combat simulations, helping leaders



๐ฆ๐ฝ๐ฟ๐ถ๐ป๐ด ๐ถ๐ป๐๐ผ ๐๐ฎ๐๐๐๐ฎ๐ฐ๐ธ: ๐ข๐๐ฟ ๐ฆ๐ฒ๐ฎ๐๐ผ๐ป๐ฎ๐น ๐๐ต๐ฎ๐น๐น๐ฒ๐ป๐ด๐ฒ ๐ถ๐ ๐๐ถ๐๐ฒ! ๐ธ Looking for a reason to ๐ฅ๐ช๐จ ๐ช๐ฏ๐ต๐ฐ ๐๐ ๐๐จ๐ฆ๐ฏ๐ต๐ด and explore the ๐ ๐ผ๐ฑ๐ฒ๐น ๐๐ผ๐ป๐๐ฒ๐ ๐ ๐ฃ๐ฟ๐ผ๐๐ผ๐ฐ๐ผ๐น (๐ ๐๐ฃ)? Join our latest challenge: ๐ฆ๐ฝ๐ฟ๐ถ๐ป๐ด ๐ถ๐ป๐๐ผ


๐ ๐๐ฎ๐๐๐๐ฎ๐ฐ๐ธ ๐ฎ.๐ญ๐ฏ.๐ฌ ๐ถ๐ ๐ต๐ฒ๐ฟ๐ฒ โ with agent tracing and enhanced tool management! With powerful agent tracing, smarter tool management, and a simpler way to build reusable pipeline logic, Haystack is now even better equipped for building robust, production-ready AI


๐ Haystack ๐ฎ.๐ญ๐ฏ.๐ฌ ๐ถ๐ ๐ต๐ฒ๐ฟ๐ฒ โ ๐๐ถ๐๐ต ๐ฎ๐ด๐ฒ๐ป๐ ๐๐ฟ๐ฎ๐ฐ๐ถ๐ป๐ด ๐ฎ๐ป๐ฑ ๐ฒ๐ป๐ต๐ฎ๐ป๐ฐ๐ฒ๐ฑ ๐๐ผ๐ผ๐น ๐บ๐ฎ๐ป๐ฎ๐ด๐ฒ๐บ๐ฒ๐ป๐! Hereโs whatโs new: ๐ ๐๐ด๐ฒ๐ป๐ ๐ง๐ฟ๐ฎ๐ฐ๐ถ๐ป๐ด Get deeper visibility into your agentโs behavior. Each step in the Agent is now traced and


Weโve partnered with Weights & Biases Weave to bring enterprise-grade observability to AI apps and agents built on the deepset AI Platform. This collaboration combines the best of both worlds: deepsetโs flexible, modular framework for building AI applications, and Weights &

๐ NEW RESOURCE: ๐๐๐ฉ๐ง๐๐๐ซ๐๐ก-๐ผ๐ช๐๐ข๐๐ฃ๐ฉ๐๐ ๐๐๐ฃ๐๐ง๐๐ฉ๐๐ค๐ฃ ๐๐ฃ ๐๐ง๐ค๐๐ช๐๐ฉ๐๐ค๐ฃ ๐ฌ๐๐ฉ๐ ๐๐๐ฎ๐จ๐ฉ๐๐๐ by O'Reilly. Retrieval-augmented generation (RAG) has become the de facto standard for ensuring the factual accuracy of generative AI models.


๐ Deploying AI pipelines just got way easier! ๐๐ฎ๐๐๐๐ฎ๐ฐ๐ธ makes it easy to build modular LLM pipelines for agentic apps. Now, with Hayhooks, deploying those pipelines is just as straightforward. ๐ Introducing ๐๐ฎ๐๐ต๐ผ๐ผ๐ธ๐: an open source deployment layer for Haystack



๐ ๐๐ฎ๐๐๐๐ฎ๐ฐ๐ธ ๐ฎ.๐ญ๐ฐ ๐ถ๐ ๐ต๐ฒ๐ฟ๐ฒ โ ๐๐ถ๐๐ต ๐ฟ๐ฒ๐ฎ๐น-๐๐ถ๐บ๐ฒ ๐ฎ๐ด๐ฒ๐ป๐ ๐๐๐ฟ๐ฒ๐ฎ๐บ๐ถ๐ป๐ด ๐ฎ๐ป๐ฑ ๐ฑ๐ฒ๐ฒ๐ฝ๐ฒ๐ฟ ๐ฝ๐ถ๐ฝ๐ฒ๐น๐ถ๐ป๐ฒ ๐๐ถ๐๐๐ฎ๐น๐ถ๐๐ฎ๐๐ถ๐ผ๐ป๐ This release brings powerful upgrades for working with complex agent workflows, visualizing pipelines, and




๐ You can use Gemini 2.5 Pro, Flash, and Flash-Lite with Haystack! ๐ฅ Build smart, flexible pipelines and agents with your favorite Google DeepMind Gemini modelโ๏ธ ๐ง Here's when to use which: Gemini 2.5 Pro โ Best for reasoning-heavy tasks and agents Gemini 2.5 Flash โ

