ragflow

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Measuring RAG solutions throughput and latency

benchmarking haystack benchmarks rag r2r langchain llamaindex retrieval-augmented-generation ragflow

dify框架对接ragflow外部知识库代理服务

nodejs docker docker-compose dify ragflow external-knowledge-base

win系统使用RAGFlow + Ollama搭建LKB（Local knowledge base）本地知识库

lkb rag ollama ragflow

A comprehensive guide to building Retrieval-Augmented Generation (RAG) systems using various open-source tools.

python ai ml rag mlops mlflow llm vllm gpt4all localai ollama lmstudio ragflow openlit

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