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yujunjun/ LightRAG

Python 0 0

"LightRAG: Simple and Fast Retrieval-Augmented Generation"

genai gpt gpt-4 graphrag knowledge-graph large-language-models llm rag retrieval-augmented-generation

Updated 2025-06-26 18:33:20 +00:00

yujunjun/ haystack

Python 0 0

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.

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

Updated 2025-06-26 14:35:17 +00:00

yujunjun/ KAG

Python 0 0

KAG is a logical form-guided reasoning and retrieval framework based on OpenSPG engine and LLMs. It is used to build logical reasoning and factual Q&A solutions for professional domain knowledge bases. It can effectively overcome the shortcomings of the traditional RAG vector similarity calculation model.

knowledge-graph large-language-model logical-reasoning multi-hop-question-answering trustfulness

Updated 2025-06-26 08:51:26 +00:00