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Engineered a customizable chatbot using LangChain and Pinecone with RAG for brand-specific applications
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Evaluated LLM responses using LlamaIndex, for a 30% improvement in output quality, contextual relevance, Semantic Similarity
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Leveraged prompt engineering and OpenAI API to generate MongoDB queries from user inputs, enabling efficient querying of a real estate database