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mydroidandi / commbase-genai-slm-ollama-phi3-mini-memory-remote-rag-pinecone

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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

python sentiment-analysis transformers embeddings memory-database slm language-model emotion-analysis sentiment-analyser history-management pinecone rag vector-database sentence-transformers commbase genai ollama ai-driven phi3
  • Updated Jul 16, 2024
  • Python

pablosierrafernandez / DataWhisper-Agent-Based-Architecture-for-Text-to-SQL

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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.

nlp machine-learning natural-language-processing automation sql sql-query data-analytics database-management sql-generation multiagent-systems gpt agents multi-agent-systems text-to-sql data-insights architecture-design query-sql ai-driven
  • Updated Nov 18, 2024
  • Python

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