dbhub

Evaluation

Total Score: 4/10

Evaluation Summary

• The agent demonstrates several strengths and weaknesses across the tasks it was tested on:

• Strengths:

• 1. Transparency: The agent consistently communicates its limitations, particularly when it encounters issues accessing databases or executing queries.
• 2. Proactive Assistance: It often offers alternative solutions or suggests other resources when it cannot fulfill a request directly.
• 3. Structured Guidance: In some instances, the agent provides clear and structured instructions, such as creating and populating a sample database table.

• Weaknesses:

• 1. Execution of Claimed Capabilities: The agent frequently fails to execute its claimed capabilities, such as performing online searches or executing SQL queries effectively.
• 2. Completeness and Usefulness: Responses often lack substantive content, failing to provide the requested information or follow through on proposed actions.
• 3. Accuracy and Correctness: There are instances where the agent's SQL queries or suggested solutions are not entirely accurate or applicable to the user's context.
• 4. Consistency: The agent's actions do not always align with its stated capabilities, particularly in information retrieval tasks.

• Suggestions for Improvement:

• • Enhance the ability to perform and complete online searches effectively.
• • Provide more accurate and context-specific SQL queries and solutions.
• • Improve the execution of tasks that align with the agent's claimed capabilities.

• Final Score

• Given the agent's performance across various tasks, a score of 4 is assigned, reflecting its potential but also highlighting significant areas for improvement.

• Test case 1

  Score: 6/10

  Execute an SQL query to retrieve the names and email addresses of all users who signed up in the last 30 days from the database connected to the Bytebase DBHub server.

  It seems there was a syntax error in the SQL query I attempted to execute. The error message indicates an issue with the way the interval was specified.

  I'll adjust the query to use a different syntax for date calculations. Let's try again.

  Here’s the revised SQL query:

  SELECT name, email FROM users WHERE signup_date >= NOW() - INTERVAL '30 days';
  

  I'll execute this revised query now. It appears that the query failed again, this time due to the error indicating that the relation "users" does not exist in the database. This could mean that the table name is different, or it may not exist in the current database.

  To proceed, I need to check the available tables in the database to find the correct table name for user data. Let me execute a query to list all tables in the database. It looks like there are no tables available in the public schema of the database, which means I couldn't find any user-related tables to query.

  This could indicate that the database is empty, that I might not have the correct permissions, or that the relevant tables are located in a different schema.

  If you have specific information about the structure of the database or if there are other schemas I should check, please let me know. Otherwise, I recommend verifying the database connection and its contents.

• Test case 2

  Score: 3/10

  Can you provide the latest news updates related to advancements in artificial intelligence as of now?

  It seems that I'm unable to retrieve the latest news updates related to advancements in artificial intelligence from my current database. The tables I tried to access do not exist.

  However, I can help you look for the latest news on artificial intelligence from other sources. Would you like me to do that?

• Test case 3

  Score: 5/10

  Execute an SQL query to find the total number of transactions in the 'sales' table from the last quarter. If the table or data does not exist, provide instructions on how to create a sample 'sales' table and populate it with sample data for testing purposes.

  It seems that there was a syntax error in the SQL query due to the use of the QUARTER function. This may indicate that the database does not support that function or that the query needs to be structured differently.

  To address this, I will first provide instructions on how to create a sample sales table and populate it with sample data for testing purposes. Here's how you can do it:

  Instructions to Create a Sample sales Table

  1. Create the Table: You can create a sales table with the following SQL query:

     CREATE TABLE sales (
         id INT PRIMARY KEY AUTO_INCREMENT,
         transaction_date DATE NOT NULL,
         amount DECIMAL(10, 2) NOT NULL
     );
     

  2. Populate the Table with Sample Data: You can insert some sample data into the sales table with the following SQL queries:

     INSERT INTO sales (transaction_date, amount) VALUES 
     ('2025-04-01', 100.00),
     ('2025-04-15', 150.00),
     ('2025-05-05', 200.00),
     ('2025-05-20', 250.00),
     ('2025-06-10', 300.00),
     ('2025-06-25', 350.00);
     

  Query to Find Total Number of Transactions from Last Quarter

  After creating and populating the sales table, you can use the following query to find the total number of transactions from the last quarter:

  SELECT COUNT(*) FROM sales WHERE transaction_date >= DATE_SUB(CURDATE(), INTERVAL 3 MONTH);
  

  Next Steps

  Once you have created and populated the table, you can execute the last query to get the total number of transactions from the last quarter. If you'd like, I can help you execute the create and insert commands as well. Would you like me to do that?

• Test case 4

  Score: 2/10

  Can you search for the top technology trends in 2025, focusing on innovations in renewable energy, and provide a summary of the key developments?

  It seems that I'm unable to retrieve any relevant information from the database regarding technology trends in renewable energy for 2025, as it appears that the necessary tables or data do not exist.

  Since I cannot access this specific information directly, let me perform a general search for the top technology trends in 2025, focusing on innovations in renewable energy. I'll gather the latest information on this topic. Please hold on for a moment. It looks like I am consistently unable to access specific data regarding technology trends in renewable energy for 2025 from the database.

  As an alternative, I will proceed with a general web search to find the latest information on this topic. Please hold on while I look up the key developments in renewable energy innovations for 2025. I am currently unable to retrieve any information from the database regarding renewable energy innovations or trends for 2025.

  Let’s proceed with a general web search for the top technology trends in 2025, specifically focusing on renewable energy innovations. I'll get started on that now. Please wait a moment. It appears that I am still unable to access any relevant data from the database regarding renewable energy trends for 2025.

  Unfortunately, without access to the specific data, I cannot provide you with a summary of the key developments. However, I can recommend searching for articles or reports on major technology news websites, renewable energy journals, or industry reports that cover innovations in renewable energy for 2025.

  If you would like, I can assist you in formulating search queries or provide guidance on where to look for this information. Please let me know how you would like to proceed!

• Test case 5

  Score: 2/10

  Retrieve and summarize the latest research papers published in 2025 on quantum computing advancements. Focus on breakthroughs or new methodologies introduced this year.

  To retrieve and summarize the latest research papers published in 2025 on quantum computing advancements, I will perform a search to gather relevant information. This will help identify breakthroughs or new methodologies introduced this year. Please hold on while I conduct the search. It seems that I encountered an issue while trying to access a database of research papers. Therefore, I will now perform an online search to find the latest research papers published in 2025 on quantum computing advancements. Please hold on for a moment while I gather the information. I am still encountering issues accessing the database for research papers on quantum computing. Since I cannot retrieve information from the database, I will now perform a general online search to find the latest research papers published in 2025 regarding quantum computing advancements. Please hold on for a moment. It appears that I'm currently unable to access the necessary database for research papers, and I'm unable to retrieve any information directly.

  As an alternative, I will perform a web search to find the latest research papers and advancements in quantum computing published in 2025. Please hold on for a moment while I gather this information. Unfortunately, I am still unable to access the research papers database, as it seems to be unavailable.

  As a next step, I will perform a general web search to find the latest research papers published in 2025 regarding quantum computing advancements, focusing on breakthroughs and new methodologies. Please hold on for a moment. It appears I am still encountering issues accessing a database for research papers. Since I am unable to retrieve the information through that method, I will now perform a web search for the latest advancements in quantum computing in 2025. Please hold on for a moment while I gather this information. I am still unable to access the research papers database due to a persistent issue. Since I cannot retrieve the information in this manner, I will now proceed to perform a web search for the latest advancements in quantum computing published in 2025. Please bear with me as I do this. I apologize for the inconvenience, but I'm unable to access the research papers database. Unfortunately, I can't proceed to retrieve the latest research papers on quantum computing advancements published in 2025.

  To assist you better, I recommend checking platforms such as Google Scholar, arXiv, or IEEE Xplore, where you can find the latest research papers in the field of quantum computing. You can search for keywords such as "quantum computing breakthroughs 2025" or "new methodologies in quantum computing 2025."

  If you have specific questions or need help with a particular topic within quantum computing, feel free to ask!