Haystack NLP Framework
Haystack is an open source NLP framework to interact with your data using Transformer models and LLMs (GPT-4, ChatGPT and alike). Haystack offers production-ready tools to quickly build complex decision making, question answering, semantic search, text generation applications...
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Features
- Natural Language Processing
- Semantic Search
Tags
- summarization
- information-retrieval
- Machine Learning
- squad
- Python
- transformers
- AI
- elasticsearch
- gpt-3
- question-answering
- ChatGPT
- transfer-learning
- pytorch
- bert
- Generative AI
Haystack NLP Framework News & Activities
Recent activities
POX added Haystack NLP Framework as alternative to Cactus
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Haystack NLP Framework information
Developed by
deepset Licensing
Open Source (Apache-2.0) and Free product.Alternatives
5 alternatives listedSupported Languages
- English
AlternativeTo Categories
Development, AI Tools & ServicesGitHub repository
- 23,608 Stars
- 2,519 Forks
- 109 Open Issues
- Updated
What is Haystack NLP Framework?
Haystack is an open source NLP framework to interact with your data using Transformer models and LLMs (GPT-4, ChatGPT and alike). Haystack offers production-ready tools to quickly build complex decision making, question answering, semantic search, text generation applications, and more.
Haystack is an end-to-end framework that you can use to build powerful and production-ready pipelines for different search use cases. Whether you want to perform question answering or semantic document search, you can use the state-of-the-art NLP models in Haystack to provide unique search experiences and make it possible for your users to query in natural language. Haystack is built in a modular fashion so that you can combine the best technology from other open-source projects, like Hugging Face's Transformers, Elasticsearch, or Milvus.