deepset (@deepset_ai) 's Twitter Profile
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

linkhttps://deepset.ai calendar_today29-12-2017 11:35:17

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๐Ÿ’กย Generative AI can reduce the time spent on high-volume financial knowledge work by 40%, while maintaining an astounding 99.5% correctness. Financial services platform credX transformed its lending process by expediting the analysis of over 1,000 documents with Gen AI, freeing

๐Ÿ’กย Generative AI can reduce the time spent on high-volume financial knowledge work by 40%, while maintaining an astounding 99.5% correctness.

Financial services platform credX transformed its lending process by expediting the analysis of over 1,000 documents with Gen AI, freeing
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We had an incredible day at DeepLearning.AI 's #AIDev25 last Friday! Our team was energized by all the brilliant conversations at our booth with developers building cutting-edge AI applications. Huge thanks to Andrew Ng and the entire team for creating this space for the AI

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Weโ€™re excited to share our latest case study with Airbus Defence and ๐Ÿš€on the KITCH studyโ€”a 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

Weโ€™re excited to share our latest case study with <a href="/AirbusDefence/">Airbus Defence</a>  and ๐Ÿš€on the KITCH studyโ€”a Sovereign AI solution developed for the German Armed Forces (<a href="/bundeswehrInfo/">Bundeswehr</a>). 

This system uses #AI to safely analyze military regulations and run combat simulations, helping leaders
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๐Ÿšจ Haystack Weekly Updates ๐Ÿšจ ๐Ÿ“ข Haystack 2.12 is here โ€” meet the new Agent component! Build tool-calling agents, reuse full pipelines with SuperComponent, and more. ๐Ÿ”— Release notes: haystack.deepset.ai/release-notes/โ€ฆ ๐ŸŽ“ Tutorial: haystack.deepset.ai/tutorials/43_bโ€ฆ ๐Ÿณ Cookbook:

๐Ÿšจ Haystack Weekly Updates ๐Ÿšจ

๐Ÿ“ข Haystack 2.12 is here โ€” meet the new Agent component!
Build tool-calling agents, reuse full pipelines with SuperComponent, and more.
๐Ÿ”— Release notes: haystack.deepset.ai/release-notes/โ€ฆ
๐ŸŽ“ Tutorial: haystack.deepset.ai/tutorials/43_bโ€ฆ
๐Ÿณ Cookbook:
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There's a new standard in town ๐Ÿ”ฅ. Model Context Protocol (MCP) promises to change how we build AI applications by standardizing access to tools and data. But what makes it actually useful? Our new blog breaks down #MCP with real examples that show how it works AND why it

There's a new standard in town ๐Ÿ”ฅ. Model Context Protocol (MCP) promises to change how we build AI applications by standardizing access to tools and data.

But what makes it actually useful? Our new blog breaks down #MCP with real examples that show how it works AND why it
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๐—ฆ๐—ฝ๐—ฟ๐—ถ๐—ป๐—ด ๐—ถ๐—ป๐˜๐—ผ ๐—›๐—ฎ๐˜†๐˜€๐˜๐—ฎ๐—ฐ๐—ธ: ๐—ข๐˜‚๐—ฟ ๐—ฆ๐—ฒ๐—ฎ๐˜€๐—ผ๐—ป๐—ฎ๐—น ๐—–๐—ต๐—ฎ๐—น๐—น๐—ฒ๐—ป๐—ด๐—ฒ ๐—ถ๐˜€ ๐—Ÿ๐—ถ๐˜ƒ๐—ฒ! ๐ŸŒธ Looking for a reason to ๐˜ฅ๐˜ช๐˜จ ๐˜ช๐˜ฏ๐˜ต๐˜ฐ ๐˜ˆ๐˜ ๐˜ˆ๐˜จ๐˜ฆ๐˜ฏ๐˜ต๐˜ด and explore the ๐— ๐—ผ๐—ฑ๐—ฒ๐—น ๐—–๐—ผ๐—ป๐˜๐—ฒ๐˜…๐˜ ๐—ฃ๐—ฟ๐—ผ๐˜๐—ผ๐—ฐ๐—ผ๐—น (๐— ๐—–๐—ฃ)? Join our latest challenge: ๐—ฆ๐—ฝ๐—ฟ๐—ถ๐—ป๐—ด ๐—ถ๐—ป๐˜๐—ผ

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๐Ÿšจย New White Paper: Transform Complex Document Analysis Workflows with Generative #AI Intelligent Document Processing (#IDP) is top of mind for many of our customers, and for a simple reason: organizations' document collections are constantly growing and need to be leveraged to

๐Ÿšจย New White Paper: Transform Complex Document Analysis Workflows with Generative #AI

Intelligent Document Processing (#IDP) is top of mind for many of our customers, and for a simple reason: organizations' document collections are constantly growing and need to be leveraged to
Haystack (@haystack_ai) 's Twitter Profile Photo

๐Ÿ”” ๐—›๐—ฎ๐˜†๐˜€๐˜๐—ฎ๐—ฐ๐—ธ ๐Ÿฎ.๐Ÿญ๐Ÿฏ.๐Ÿฌ ๐—ถ๐˜€ ๐—ต๐—ฒ๐—ฟ๐—ฒ 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

๐Ÿ”” ๐—›๐—ฎ๐˜†๐˜€๐˜๐—ฎ๐—ฐ๐—ธ ๐Ÿฎ.๐Ÿญ๐Ÿฏ.๐Ÿฌ ๐—ถ๐˜€ ๐—ต๐—ฒ๐—ฟ๐—ฒ 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
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๐Ÿ”” Haystack ๐Ÿฎ.๐Ÿญ๐Ÿฏ.๐Ÿฌ ๐—ถ๐˜€ ๐—ต๐—ฒ๐—ฟ๐—ฒ โ€” ๐˜„๐—ถ๐˜๐—ต ๐—ฎ๐—ด๐—ฒ๐—ป๐˜ ๐˜๐—ฟ๐—ฎ๐—ฐ๐—ถ๐—ป๐—ด ๐—ฎ๐—ป๐—ฑ ๐—ฒ๐—ป๐—ต๐—ฎ๐—ป๐—ฐ๐—ฒ๐—ฑ ๐˜๐—ผ๐—ผ๐—น ๐—บ๐—ฎ๐—ป๐—ฎ๐—ด๐—ฒ๐—บ๐—ฒ๐—ป๐˜! Hereโ€™s whatโ€™s new: ๐Ÿ” ๐—”๐—ด๐—ฒ๐—ป๐˜ ๐—ง๐—ฟ๐—ฎ๐—ฐ๐—ถ๐—ป๐—ด Get deeper visibility into your agentโ€™s behavior. Each step in the Agent is now traced and

๐Ÿ”” <a href="/Haystack_AI/">Haystack</a> ๐Ÿฎ.๐Ÿญ๐Ÿฏ.๐Ÿฌ ๐—ถ๐˜€ ๐—ต๐—ฒ๐—ฟ๐—ฒ โ€” ๐˜„๐—ถ๐˜๐—ต ๐—ฎ๐—ด๐—ฒ๐—ป๐˜ ๐˜๐—ฟ๐—ฎ๐—ฐ๐—ถ๐—ป๐—ด ๐—ฎ๐—ป๐—ฑ ๐—ฒ๐—ป๐—ต๐—ฎ๐—ป๐—ฐ๐—ฒ๐—ฑ ๐˜๐—ผ๐—ผ๐—น ๐—บ๐—ฎ๐—ป๐—ฎ๐—ด๐—ฒ๐—บ๐—ฒ๐—ป๐˜!

Hereโ€™s whatโ€™s new:

๐Ÿ” ๐—”๐—ด๐—ฒ๐—ป๐˜ ๐—ง๐—ฟ๐—ฎ๐—ฐ๐—ถ๐—ป๐—ด
Get deeper visibility into your agentโ€™s behavior. Each step in the Agent is now traced and
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Weโ€™ve 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: deepsetโ€™s flexible, modular framework for building AI applications, and Weights &

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๐Ÿ“š NEW RESOURCE: ๐™๐™š๐™ฉ๐™ง๐™ž๐™š๐™ซ๐™–๐™ก-๐˜ผ๐™ช๐™œ๐™ข๐™š๐™ฃ๐™ฉ๐™š๐™™ ๐™‚๐™š๐™ฃ๐™š๐™ง๐™–๐™ฉ๐™ž๐™ค๐™ฃ ๐™ž๐™ฃ ๐™‹๐™ง๐™ค๐™™๐™ช๐™˜๐™ฉ๐™ž๐™ค๐™ฃ ๐™ฌ๐™ž๐™ฉ๐™ ๐™ƒ๐™–๐™ฎ๐™จ๐™ฉ๐™–๐™˜๐™  by O'Reilly. Retrieval-augmented generation (RAG) has become the de facto standard for ensuring the factual accuracy of generative AI models.

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๐Ÿ› ๏ธ 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

๐Ÿ› ๏ธ 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
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๐Ÿš€ Deploying AI pipelines just got way easier! ๐—›๐—ฎ๐˜†๐˜€๐˜๐—ฎ๐—ฐ๐—ธ makes it easy to build modular LLM pipelines for agentic apps. Now, with Hayhooks, deploying those pipelines is just as straightforward. ๐ŸŒŸ Introducing ๐—›๐—ฎ๐˜†๐—ต๐—ผ๐—ผ๐—ธ๐˜€: an open source deployment layer for Haystack

๐Ÿš€ Deploying AI pipelines just got way easier!

๐—›๐—ฎ๐˜†๐˜€๐˜๐—ฎ๐—ฐ๐—ธ makes it easy to build modular LLM pipelines for agentic apps. Now, with Hayhooks, deploying those pipelines is just as straightforward.

๐ŸŒŸ Introducing ๐—›๐—ฎ๐˜†๐—ต๐—ผ๐—ผ๐—ธ๐˜€: an open source deployment layer for Haystack
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๐Ÿ–ผ๏ธ 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. Whatโ€™s new: ๐Ÿ“ธ ImageContent dataclass to pass images in Chat messages ๐Ÿง  Dynamic

๐Ÿ–ผ๏ธ Building agents that understand both text and images?

We've released <a href="/Haystack_AI/">Haystack</a>'s new experimental Multimodal support, which enables the building of apps that analyze images and PDF documents.

Whatโ€™s new:
๐Ÿ“ธ ImageContent dataclass to pass images in Chat messages
๐Ÿง  Dynamic
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๐Ÿ”” ๐—›๐—ฎ๐˜†๐˜€๐˜๐—ฎ๐—ฐ๐—ธ ๐Ÿฎ.๐Ÿญ๐Ÿฐ ๐—ถ๐˜€ ๐—ต๐—ฒ๐—ฟ๐—ฒ โ€” ๐˜„๐—ถ๐˜๐—ต ๐—ฟ๐—ฒ๐—ฎ๐—น-๐˜๐—ถ๐—บ๐—ฒ ๐—ฎ๐—ด๐—ฒ๐—ป๐˜ ๐˜€๐˜๐—ฟ๐—ฒ๐—ฎ๐—บ๐—ถ๐—ป๐—ด ๐—ฎ๐—ป๐—ฑ ๐—ฑ๐—ฒ๐—ฒ๐—ฝ๐—ฒ๐—ฟ ๐—ฝ๐—ถ๐—ฝ๐—ฒ๐—น๐—ถ๐—ป๐—ฒ ๐˜ƒ๐—ถ๐˜€๐˜‚๐—ฎ๐—น๐—ถ๐˜‡๐—ฎ๐˜๐—ถ๐—ผ๐—ป๐˜€ This release brings powerful upgrades for working with complex agent workflows, visualizing pipelines, and

๐Ÿ”” ๐—›๐—ฎ๐˜†๐˜€๐˜๐—ฎ๐—ฐ๐—ธ ๐Ÿฎ.๐Ÿญ๐Ÿฐ ๐—ถ๐˜€ ๐—ต๐—ฒ๐—ฟ๐—ฒ โ€” ๐˜„๐—ถ๐˜๐—ต ๐—ฟ๐—ฒ๐—ฎ๐—น-๐˜๐—ถ๐—บ๐—ฒ ๐—ฎ๐—ด๐—ฒ๐—ป๐˜ ๐˜€๐˜๐—ฟ๐—ฒ๐—ฎ๐—บ๐—ถ๐—ป๐—ด ๐—ฎ๐—ป๐—ฑ ๐—ฑ๐—ฒ๐—ฒ๐—ฝ๐—ฒ๐—ฟ ๐—ฝ๐—ถ๐—ฝ๐—ฒ๐—น๐—ถ๐—ป๐—ฒ ๐˜ƒ๐—ถ๐˜€๐˜‚๐—ฎ๐—น๐—ถ๐˜‡๐—ฎ๐˜๐—ถ๐—ผ๐—ป๐˜€

This release brings powerful upgrades for working with complex agent workflows, visualizing pipelines, and
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๐Ÿ“ข Excited to share our new case study with Amazon Web Services and Anthropic featuring MANZ. MANZ Genjus KI is an AI-powered legal assistant that transforms how legal professionals research, analyze documents, and draft contracts. This innovative AI agent: โ€ข Thoroughly analyzes

๐Ÿ“ข Excited to share our new case study with <a href="/awscloud/">Amazon Web Services</a> and <a href="/AnthropicAI/">Anthropic</a> featuring MANZ.

MANZ Genjus KI is an AI-powered legal assistant that transforms how legal professionals research, analyze documents, and draft contracts. This innovative AI agent:

โ€ข Thoroughly analyzes
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Today at #GTCParis weโ€™reย announcing our integration with NVIDIA Enterprise AI Factory validated design, enabling production-ready AI systems tailored to enterprise requirements, delivered on-premises. Organizations can now deploy sophisticated multi-agent workflows on NVIDIA

Today at #GTCParis weโ€™reย announcing our integration with <a href="/nvidia/">NVIDIA</a> Enterprise AI Factory validated design, enabling production-ready AI systems tailored to enterprise requirements, delivered on-premises.

Organizations can now deploy sophisticated multi-agent workflows on NVIDIA
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๐Ÿš€ You can use Gemini 2.5 Pro, Flash, and Flash-Lite with Haystack! ๐Ÿ”ฅ Build smart, flexible pipelines and agents with your favorite Google DeepMind Gemini modelโ˜๏ธ ๐Ÿง  Here's when to use which: Gemini 2.5 Pro โ†’ Best for reasoning-heavy tasks and agents Gemini 2.5 Flash โ†’

๐Ÿš€ You can use Gemini 2.5 Pro, Flash, and Flash-Lite with Haystack! ๐Ÿ”ฅ

Build smart, flexible pipelines and agents with your favorite <a href="/GoogleDeepMind/">Google DeepMind</a> Gemini modelโ˜๏ธ

๐Ÿง  Here's when to use which:
Gemini 2.5 Pro โ†’ Best for reasoning-heavy tasks and agents
Gemini 2.5 Flash โ†’
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๐Ÿ”ฅ Haystack 2.15 just landed with faster agents and AI guardrails for safer apps Hereโ€™s whatโ€™s new ๐Ÿ‘‡ โšก Parallel Tool Calling Agents now run tool calls in parallel. This speeds up agents without needing custom async setups. ๐Ÿ›ก๏ธ Guardrails with LLMMessagesRouter Use LLMs to

๐Ÿ”ฅ Haystack 2.15 just landed with faster agents and AI guardrails for safer apps

Hereโ€™s whatโ€™s new ๐Ÿ‘‡

โšก Parallel Tool Calling
Agents now run tool calls in parallel. This speeds up agents without needing custom async setups.

๐Ÿ›ก๏ธ Guardrails with LLMMessagesRouter
Use LLMs to