Multilingual internship search assistant that converts natural language queries into SQL using LangChain + Groq Llama 3 and retrieves results from a local SQLite database via a Flask web UI.
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Updated
Dec 7, 2025 - HTML
Multilingual internship search assistant that converts natural language queries into SQL using LangChain + Groq Llama 3 and retrieves results from a local SQLite database via a Flask web UI.
Portfolio NL→SQL assistant: 94.0% execution accuracy on BIRD Mini-Dev (above the 92.96% human-expert baseline), schema-RAG + sqlglot AST guards + deterministic chart picker, $0 free-tier LLM stack. Streamlit chat UI, live demo. · Портфолио NL→SQL: 94% EA на BIRD Mini-Dev, schema-RAG + sqlglot-гарды + chart picker, бесплатный стек, живое демо.
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