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haystack

deepset-ai / haystack

Star 18.9k

AI orchestration framework to build customizable, production-ready LLM applications. Connect components (models, vector DBs, file converters) to pipelines or agents that can interact with your data. With advanced retrieval methods, it's best suited for building RAG, question answering, semantic search or conversational agent chatbots.

python nlp machine-learning information-retrieval ai transformers pytorch question-answering summarization language-model semantic-search squad bert rag gpt-3 large-language-models llm generative-ai chatgpt retrieval-augmented-generation
  • Updated Jan 31, 2025
  • Python

BlinkDL / RWKV-LM

Star 13.1k

RWKV (pronounced RwaKuv) is an RNN with great LLM performance, which can also be directly trained like a GPT transformer (parallelizable). We are at RWKV-7 "Goose". So it's combining the best of RNN and transformer - great performance, linear time, constant space (no kv-cache), fast training, infinite ctx_len, and free sentence embedding.

deep-learning transformers pytorch transformer lstm rnn gpt language-model attention-mechanism gpt-2 gpt-3 linear-attention rwkv chatgpt
  • Updated Jan 31, 2025
  • Python

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