Haystack by deepset
An open-source framework for building with LLMs.
Overview
Haystack is an open-source NLP framework that enables developers to build production-ready, large-scale, and customizable applications with Large Language Models (LLMs). It provides a modular and flexible architecture for creating pipelines that can include various components, such as retrievers, readers, and generators. Haystack is particularly well-suited for building question-answering systems and other applications that require information retrieval.
✨ Key Features
- Open-source Python framework
- Modular and flexible pipeline architecture
- Components for retrieval, reading, and generation
- Integrations with various LLMs, vector databases, and document stores
- Tools for evaluation and optimization of NLP pipelines
🎯 Key Differentiators
- Strong focus on production-ready and scalable NLP pipelines
- Modular architecture with a wide range of components
Unique Value: Enables developers to build and deploy robust and scalable NLP applications by providing a flexible and powerful open-source framework.
🎯 Use Cases (4)
🏆 Alternatives
Offers a more production-oriented and modular approach to building NLP pipelines compared to some other frameworks.
💻 Platforms
🔌 Integrations
🛟 Support Options
- ✓ Email Support
- ✓ Dedicated Support (Enterprise tier)
🔒 Compliance & Security
💰 Pricing
Free tier: Open-source and free to use
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