Target2ID: This tool is designed to convert target abbreviations into ChEMBL IDs for subsequent Operations. Taking the query in natural language as the input, it firstly extracts target abbreviations from the query and use the information to generate instructions to retrieve the ChEMBL IDs in natural language. Then, through "create_sql_query_chain" method in Langchain, the instructions could be converted into SQL queries. Next, the SQL queries is executed to obtain the corresponding ChEMBL IDs. Finally, the target abbreviations in the original query is replaced with the generated ChEMBL IDs as output. Text2SQL2CSV: The Text2SQL2CSV tool performs a two-step operation. The first step is to convert retrieval information in natural language into SQL query and execute it (taking advantage of "create_sql_query_chain" similarly). The latter one is utilized to extract the information above into a CSV file as the output. Text2SQL_Store: Similar to Text2SQL2CSV, the Text2SQL_Store tool converts storing