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haystack

deepset-ai / haystack

Star 17.8k

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 Nov 22, 2024
  • Python

open-mmlab / mmagic

Star 7k

OpenMMLab Multimodal Advanced, Generative, and Intelligent Creation Toolbox. Unlock the magic 🪄: Generative-AI (AIGC), easy-to-use APIs, awsome model zoo, diffusion models, for text-to-image generation, image/video restoration/enhancement, etc.

computer-vision deep-learning image-processing pytorch image-editing generative-adversarial-network image-generation super-resolution diffusion inpainting matting image-synthesis text2image video-super-resolution video-interpolation video-frame-interpolation diffusion-models aigc generative-ai
  • Updated Aug 6, 2024
  • Jupyter Notebook

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