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{"user_name":"Mohamed Abdelwahab","user_username":"mohelwah","user_bio":"Im an AI Automation Engineer with 5+ years of experience designing and implementing intelligent, scalable automation systems. I specialize in streamlining operations, reducing manual tasks, and building AI-powered solutions using Python, Node.js, and no-code/low-code platforms n8n.\n\nWhether you need to integrate complex APIs, build automated workflows, or deploy AI chatbots, I can deliver robust solutions tailored to your business needs.\nhttps://www.freelancer.com/u/MohmedAbdelwahab","user_links":"https://www.upwork.com/freelancers/~01bf6d0d89522ab95d","user_avatar":"https://gravatar.com/avatar/bd48d27acd715a75456eefdfb956c531bc94d929322c1610cee61f70316d7158?r=pg&d=retro&size=200","url":"https://n8nworkflows.xyz/workflows/handle-customer-support-queries-with-cache-first-rag-using-redis--langcache-and-openai-12400\n","url_n8n":"https://n8n.io/workflows/12400","nodeTypes":{"n8n-nodes-base.if":{"count":2},"n8n-nodes-base.set":{"count":5},"n8n-nodes-base.splitOut":{"count":1},"n8n-nodes-base.aggregate":{"count":1},"n8n-nodes-base.stickyNote":{"count":10},"n8n-nodes-base.httpRequest":{"count":2},"n8n-nodes-base.splitInBatches":{"count":1},"@n8n/n8n-nodes-langchain.agent":{"count":3},"n8n-nodes-base.scheduleTrigger":{"count":1},"@n8n/n8n-nodes-langchain.openAi":{"count":1},"@n8n/n8n-nodes-langchain.chatTrigger":{"count":1},"@n8n/n8n-nodes-langchain.lmChatOpenAi":{"count":1},"@n8n/n8n-nodes-langchain.embeddingsOpenAi":{"count":2},"@n8n/n8n-nodes-langchain.vectorStoreRedis":{"count":2},"@n8n/n8n-nodes-langchain.memoryBufferWindow":{"count":3},"@n8n/n8n-nodes-langchain.outputParserStructured":{"count":1},"@n8n/n8n-nodes-langchain.documentDefaultDataLoader":{"count":1}},"categories":[{"id":40,"name":"Support Chatbot"},{"id":48,"name":"AI RAG"}]}