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haystack

deepset-ai / haystack

Star 18.2k

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 Dec 21, 2024
  • Python

BlinkDL / RWKV-LM

Star 12.8k

RWKV is an RNN with transformer-level LLM performance. It can be directly trained like a GPT (parallelizable). So it's combining the best of RNN and transformer - great performance, fast inference, saves VRAM, 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 Dec 20, 2024
  • Python

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