deepset, makers of Haystack

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deepset, makers of Haystack

deepset, makers of Haystack

@deepset_ai

Creators of the @Haystack_AI open source AI Orchestration framework and Enterprise Platform, helping organizations build reliable production AI.

Berlin, Germany Katılım Aralık 2017
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deepset, makers of Haystack
deepset, makers of Haystack@deepset_ai·
Today we’re uniting our product names and look and feel under the @Haystack_AI ecosystem — including renaming the deepset AI Platform to Haystack Enterprise Platform. The platform continues to work exactly as it does today. This update reflects how Haystack brings together open source, enterprise support, and platform capabilities. Details 👇 deepset.ai/blog/introduci…
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Haystack
Haystack@Haystack_AI·
🚀 @GoogleDeepMind just launched Gemini Embedding 2 today and Haystack supports it from Day 0. Embed text, images, video, audio, and PDFs into one vector space and build multimodal search or cross-modal retrieval systems. Learn how in our latest blog post 👇 haystack.deepset.ai/blog/multimoda…
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Haystack@Haystack_AI·
🚀 Haystack 2.25 is here! This release focuses on improving the user experience of the Agent component and making tool selection more scalable and efficient. 🛠️ Dynamic Tool Discovery with SearchableToolset With SearchableToolset, agents dynamically discover relevant tools using BM25 keyword search instead of exposing hundreds of tools to the LLM upfront. This approach: – Reduces LLM context usage (and token costs) – Improves tool selection accuracy – Works especially well when connecting to MCP servers Agents load only the tools they actually need, making large tool ecosystems practical without overwhelming the model. 📝 Reusable Jinja2 Prompt Templates for Agents Agents now natively support templated` user_prompt` and `required_variables`, simplifying how you structure and invoke agents. With this update, you can define prompts once and pass variables at runtime. This means: – Less boilerplate – Cleaner agent invocation – More reusable and maintainable agent workflows 💙 Big thanks to our contributors to this release! 👇 Full release notes in the next post Explore the release and let us know what you build with it 💬
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deepset, makers of Haystack
deepset, makers of Haystack@deepset_ai·
Congratulations to @tricalt and the team on raising the $7.5M seed round! Context engineering is one of the most important disciplines in AI, and we’re excited to celebrate this milestone from @cognee_ , pushing the boundaries of context-aware AI systems with memory 🚀
Vasilije@tricalt

We raised $7.5M to scale our knowledge engine that gives AI systems memory. LLMs are powerful, but they’re stateless — once a session ends, context is gone. Companies have their own context, rules and practices. There are no solutions out there that can bring this knowledge reliably to the LLMs. At @cognee_, we’re building a knowledge engine that allows AI systems to retain context, understand relationships, and dynamically update the knowledge over time. We raised $7.5M in seed funding led by @pebble_bed — founded by @pam_vagata (ex-founding engineer, @OpenAI) and @keithmadams (founder, @Facebook AI Research Lab) and @tammiesiew - with participation from @42Cap1 and @vermilionfund and angels like @JanOberhauser from @n8n_io, Charles Dolan, @alexcrdean, @matthausk, and @RomanStanek to scale up engineering, accelerate research, and increase number of cognee deployments to clients like @Bayer from 70+ to 700+. I want to thank the team, the open source community, and to our investors for the trust. If you are struggling with memory, our devs can get cognee running with your data in 7 days. Don’t hesitate to reach out to us.

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Haystack
Haystack@Haystack_AI·
🚀 Haystack 2.23 is out! This release focuses on making agents safer, more visual, and components easier to customize with fewer custom hooks and less boilerplate. Here are the highlights: 🔄 Human-in-the-Loop for Agents Agents can now pause for human confirmation before executing tools. You can define confirmation behavior per tool (always ask, ask once, or never ask), ideal for workflows with sensitive operations. 🖼️ Image Support for Tool Results Tools can now return images alongside text. Agents can retrieve and reason over images, unlocking multimodal workflows like visual search, image inspection, and richer tool outputs. 🧩 Simpler Serialization for Custom Components Custom components now serialize and deserialize automatically in most cases, even when they include complex objects as parameters. This means less boilerplate, easier pipeline snapshots for recovery, and simpler custom component API. 💙 Big thanks to our contributors for the release 👉 Full release notes: haystack.deepset.ai/release-notes/…
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Haystack
Haystack@Haystack_AI·
🚀 Haystack v2.22 is out! This release brings smarter doc chunking, improved component behavior, and easier tool-to-LLM integration with fewer manual steps. Highlights ✂️ New `EmbeddingBasedDocumentSplitter` for smarter document chunking 🛠️ `outputs_to_string` lets tools return multiple strings with ease 🔥 Components now auto-trigger `warm_up()` on first run 🐍 Python 3.10+ is now required Big thanks to our contributors 💙 Full release notes👇 🔗 haystack.deepset.ai/release-notes/…
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deepset, makers of Haystack
deepset, makers of Haystack@deepset_ai·
Today we’re uniting our product names and look and feel under the @Haystack_AI ecosystem — including renaming the deepset AI Platform to Haystack Enterprise Platform. The platform continues to work exactly as it does today. This update reflects how Haystack brings together open source, enterprise support, and platform capabilities. Details 👇 deepset.ai/blog/introduci…
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Amazon Web Services DACH
Amazon Web Services DACH@AWS_DACH·
🦾 @deepset_ai macht produktionsreife KI mit #AWS möglich. 🛠 Die Plattform des #Startups ermöglicht schnellere, skalierbare und sicherere #genAI-Implementierungen und verändert damit die Art und Weise, wie Unternehmen Lösungen entwickeln und auf den Markt bringen. Mehr entdecken: 👉 go.aws/480HUps
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Haystack@Haystack_AI·
✈️ Lufthansa Industry Solutions x Haystack We’re excited to share how @LHIND_DLH built SmartAssistantAI, an enterprise-grade, compliant AI assistant powered by Haystack. This new story dives into how the LHIND team: 🔹 Uses RAG to make company knowledge easier to access 🔹 Combines query rewriting and hybrid search 🔹 Ensures compliance and observability 🔹 Measures success Plus, some valuable lessons learned along the way. Read the full story to see how enterprise teams are building reliable AI systems with Haystack 👇 haystack.deepset.ai/blog/lufthansa…
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deepset, makers of Haystack
deepset, makers of Haystack@deepset_ai·
We’re proud to be ranked #62 in @Siftedeu's AI 100 alongside so many transformative tech leaders. This recognition highlights our commitment to solving high-impact challenges with purpose-built AI. Thanks to our team, customers, and community for helping us achieve this milestone. See which companies are shaping Europe’s AI landscape in the full report: sifted.eu/intelligence/r…
Sifted@Siftedeu

Introducing the Sifted AI 100 🌟 Our first annual edition of the Sifted AI 100, sponsored by @N47capital, spotlights the European AI-native startups reshaping industries — and perhaps the continent itself. 👉 Download the report: lnkd.in/eZyFyWwq

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Haystack
Haystack@Haystack_AI·
🚀 Haystack 2.19 is out! Here are the highlights: 🛡️ Resilient Generation with FallbackChatGenerator Automatically switch between multiple LLMs or settings when one fails due to errors like timeout, rate limit, and server errors, keeping your systems responsive no matter what happens. ⚙️ Mix Tool and Toolset in Agents Combine both in a single agent for more flexible tool organization and simpler agent design. ♨️ Faster Agents with Tool Warmup Pre-initialize tools (like DB connections or models) before first use to reduce startup delays. ✨ Plus: smaller improvements and fixes to keep things running smoothly. 👉 See the full release notes: haystack.deepset.ai/release-notes/…
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Haystack@Haystack_AI·
🇪🇺 Honored to announce with the @EU_Commission that we’re developing the AI@EC Platform and building Europe’s foundation for sovereign, orchestrated AI. Powered by @Haystack_AI and co-developed for transparency, trust, and EU sovereignty, this marks a major milestone for open source, proving that open, community-driven technology can power mission-critical AI at the scale of Europe.
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deepset, makers of Haystack
deepset, makers of Haystack@deepset_ai·
🇪🇺 Europe is building its future on Sovereign AI — with innovators who embody transparency, openness & partnership. This week the @EU_Commission welcomed @rusic_milos, CEO & co-founder of @deepset_ai, the creators of @Haystack_AI, to discuss the development of the AI@EC Platform — our secure, sovereign AI orchestration environment for trustworthy solutions across departments. This milestone marks an important step forward in the Commission’s AI journey — and the beginning of much more to come. Built in Europe, for Europe. #SovereignAI #AIOrchestration #Haystack #deepset #EU
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deepset, makers of Haystack
deepset, makers of Haystack@deepset_ai·
🎙️ Catch us live this Wednesday, October 15th at 10am ET / 3pm BST / 4pm CEST for a hands-on session with @Haystack_AI experts Bilge Yücel and Dr. Julian Risch to learn how Haystack Enterprise helps teams bring production AI to life faster and more securely. You’ll learn to: ✨ Deploy confidently with Helm charts and best-practice guides ✨ Accelerate iteration with pre-built templates for RAG, agents, and multimodal workflows ✨ Stay ahead of threats with security-focused features like prompt injection countermeasures 👉 Save your seat: deepset.ai/webinars/scali…
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Marktechpost AI Dev News ⚡
Marktechpost AI Dev News ⚡@Marktechpost·
Here is a very interesting upcoming AI webinar from deepset Topic: Scaling AI with Haystack Enterprise: A Developer’s Guide When: October 15, 2025 | 10am ET, 3pm BST, 4pm CEST In this webinar, Julian Risch and Bilge Yücel will show how Haystack Enterprise helps developers bridge that gap, bringing the speed and flexibility of open source together with the support enterprises need. You’ll learn how to: (1) Extend your expertise with direct access to the Haystack engineering team through private support and consultation hours. (2) Deploy with confidence using Helm charts and best-practice guides for secure, scalable Kubernetes setups across cloud (e.g., AWS, Azure, GCP) or on-prem. (3) Accelerate iteration with pre-built templates for everything from simple RAG pipelines to agents and multimodal workflows, complete with Hayhooks and Open WebUI. (4) Stay ahead of threats with early access to enterprise-grade, security-focused features like prompt injection countermeasures. Register here: deepset.ai/webinars/scali… @deepset_ai #artificial_intelligence #AI
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deepset, makers of Haystack
deepset, makers of Haystack@deepset_ai·
In our latest success story, @TELUS_AGCG shares how they built an 𝗮𝗴𝗲𝗻𝘁𝗶𝗰 𝗰𝗵𝗮𝘁𝗯𝗼𝘁 𝘄𝗶𝘁𝗵 @Haystack_AI (𝗯𝘆 𝗱𝗲𝗲𝗽𝘀𝗲𝘁), enabling real-time, secure access to trade promotion insights through natural conversation. Under the hood: ⚙️ RAG + SQL tools working together in one agent-based architecture 🔍 Built-in guardrails for secure query and answer generation 📊 Observability and monitoring from day one with @langfuse The outcome? Faster decisions, reliable insights, and a production-ready AI system that redefines how TAC users interact with data. Read the story to explore the architecture and lessons learned 👇 haystack.deepset.ai/blog/telus-use… #RAG #Agent #AI
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Haystack
Haystack@Haystack_AI·
🚀 Haystack 2.18 is here! 🔁 Pipeline Error Recovery → resume from the last successful step with snapshots 🧠 Structured Outputs → generate Pydantic/JSON schema responses with @OpenAI/@Azure 🛠️PipelineTool → easily expose full @Haystack_AI pipelines as LLM-compatible tools 🗺️ Runtime System Prompt → update Agents dynamically 👉 Check out the full release notes haystack.deepset.ai/release-notes/…
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Haystack@Haystack_AI·
🔥 Haystack is trending on GitHub… again! It’s all thanks to you, the devs who use, contribute, and share ideas. You’re shaping how AI apps get built for production. ⭐ Add your star and join the community: github.com/deepset-ai/hay…
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