Haystack
Overview
An open-source AI framework for building production-ready applications with Large Language Models (LLMs) and retrieval-augmented generation pipelines.
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Haystack is an open-source Python framework developed by deepset that enables developers to create production-ready applications powered by Large Language Models (LLMs) and retrieval-augmented generation (RAG) pipelines. It offers a modular architecture, allowing integration with various AI models and tools, including OpenAI, Hugging Face Transformers, Elasticsearch, and more. Haystack supports tasks such as question answering, semantic search, and document retrieval, facilitating the development of sophisticated AI applications. Its flexibility and scalability make it suitable for both research and enterprise use cases.
Autonomy level
72%
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Some of the use cases of Haystack:
- Developing AI applications utilizing LLMs and RAG pipelines.
- Implementing question answering systems over large document collections.
- Building semantic search engines with advanced language understanding.
- Integrating multiple AI models and tools into cohesive applications.