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Haystack |
Haystack, the composable open-source AI framework |
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The Production-Ready<br/> Open Source AI Framework |
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pip install haystack-ai |
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Get Started |
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Highly<br> customizable |
Don’t just use Haystack, build on top of it. |
The flexible components and pipelines architecture allows you to build around your own specifications and use-cases. Whether you’re building a simple retrieval-augmented generation (RAG) app or a complex architecture with many moving parts. |
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Build with leading LLM providers and AI tools |
Have the freedom of choice. |
Thanks to our partnerships with many leading LLM providers, vector databases, and AI tools such as OpenAI, Mistral, Weaviate, Pinecone and so much more |
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Production is where it gets real |
Get your application in front of the world. |
Haystack 2.0 is built from the ground-up with production in mind. Our pipelines are fully serializable and perfect for K8s native workflows. Logging and monitoring integrations give you the transparency you need. Our deployment guides walk you through full-scale deployments on all clouds and on-prem. |
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Looking for a managed solution to accelerate your time to value? |
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People in our community work for: |
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AWS |
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Nvidia |
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IBM |
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Intel |
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Haystack Use Cases |
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Multimodal<br> AI |
Architect a next generation AI app around all modalities, not just text. Haystack can do tasks like image generation, image captioning and audio transcription too. |
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Conversational<br> AI |
All of our generators provide a standardized chat interface so that you can focus on building the perfect bot for your users. |
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Content<br> Generation |
The flexibility and composability of Haystack’s prompt flow is unparalleled. Leverage our Jinja-2 templates and build a content generation engine that exactly matches your workflow. |
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Agentic<br> Pipelines |
All our LLM generators come with a standard function-calling interface so that your LLM can leverage tools to achieve more. Our pipeline architecture provides branching and looping to support complex agent workflows. |
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Advanced<br> RAG |
Build highly performant RAG pipelines with a multitude of retrieval and generation strategies. From hybrid retrieval to self-correction loops, Haystack has got you covered. |
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Join the community |
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Join our Discord |
Our community on Discord is for everyone interested in NLP, using Haystack or even just getting started! |
GET STARTED |
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Sign up for<br> Haystack updates |
Stay tuned for the latest Haystack community news and events. |
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AWS Summit Berlin 2023: Building Generative AI Applications on AWS featuring deepset |
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Building Applications with LLM-Based Agents |
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Open NLP Meetup #13: Hosting LLM Apps @ Scale with Haystack, Titan ML & Jina AI |
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