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🤖 DataWhisper is a system that translates natural language queries into SQL using an intelligent agent-based architecture. These agents work together to identify the relevant tables, generate SQL queries, execute the queries, and ultimately provide insights. It can be used with large-scale databases.
Generates AI-driven responses using the Ollama API with the Phi3 mini model from Microsoft. Lightweight implementation without memory for language generation
Generates AI-driven responses using the Ollama API with the Phi3 mini model from Microsoft. Heavyweight implementation with memory for language generation, featuring remote RAG and Pinecone for persistent memory
Generates AI-driven responses using the Ollama API with the Phi3 mini model from Microsoft. Midweight implementation with session memory for enhanced language generation