Usage Examples

Standard SQL Query

{ "tool": "execute_sql", "parameters": { "database_name": "test_db", "sql_query": "SELECT * FROM users WHERE id = %s", "parameters": [123] } }

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Create Vector Store

{ "tool": "create_vector_store", "parameters": { "database_name": "test_db", "vector_store_name": "my_vectors", "model_name": "text-embedding-3-small", "distance_function": "cosine" } }

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Insert Documents into Vector Store

{ "tool": "insert_docs_vector_store", "parameters": { "database_name": "test_db", "vector_store_name": "my_vectors", "documents": ["Sample text 1", "Sample text 2"], "metadata": [{"source": "doc1"}, {"source": "doc2"}] } }

Semantic Search

{ "tool": "search_vector_store", "parameters": { "database_name": "test_db", "vector_store_name": "my_vectors", "user_query": "What is the capital of France?", "k": 5 } }

RAG Generation

{ "tool": "rag_generation", "parameters": { "database_name": "test_db", "vector_store_name": "my_vectors", "user_query": "What is the capital of France?", "k": 5, "temperature": 0.9 } }

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