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information-retrieval

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haystack

deepset-ai / haystack

Star 7.5k

🔍 Haystack is an open source NLP framework to interact with your data using Transformer models and LLMs (GPT-3 and alike). Haystack offers production-ready tools to quickly build ChatGPT-like question answering, semantic search, text generation, and more.

python nlp elasticsearch machine-learning natural-language-processing information-retrieval ai transformers pytorch question-answering summarization transfer-learning language-model semantic-search squad bert gpt-3 large-language-models generative-ai chatgpt
  • Updated Mar 24, 2023
  • Python
weaviate

weaviate / weaviate

Star 3.8k

Weaviate is an open source vector search engine that stores both objects and vectors, allowing for combining vector search with structured filtering with the fault-tolerance and scalability of a cloud-native database, all accessible through GraphQL, REST, and various language clients.

graphql search-engine information-retrieval nearest-neighbor-search semantic-search-engine image-search recommender-system vectors ann approximate-nearest-neighbor-search semantic-search similarity-search mlops hnsw vector-search vector-database neural-search vector-search-engine hybrid-search generative-search
  • Updated Mar 24, 2023
  • Go

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