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This Contextual Retrieval System enhances the accuracy and relevance of information retrieval by incorporating context into the search process. It leverages OpenAI's GPT-4 model, LlamaIndex, FastAPI, LiteLLM, and uses Supabase for both vector storage and document storage and management.