3/21/2024 0 Comments Dbeaver create table from ddlWhen I enter my Test 3 prompt into the tokenizer site, it only scores it at 25 tokens. At this point, accounts with no billing information can still be accessed but no further API requests will be granted. These expire after 3 months, after which accounts can be upgraded to paid plans operating on a pay-as-you-go basis. Tokenizer site for showing how the API will tokenize text.OpenAI currently offers several tools for determining pricing: As a point of reference, the collected works of Shakespeare are about 900,000 words or 1.2M tokens.” OpenAI Pricing site For English text, 1 token is approximately 4 characters or 0.75 words. “You can think of tokens as pieces of words used for natural language processing. The models understand the statistical relationships between these tokens, and excel at producing the next token in a sequence of tokens. The GPT family of models process text using tokens, which are common sequences of characters found in text. OpenAI uses the concept of tokens to calculate pricing. In this section, I examine OpenAI’s usage and billing services. I answered the question with this SQL query: How many amazonwebshark blog categories have been used more than twice? Completions are ChatGPT’s response to prompts.įor my first test, I wanted to answer a question similar to one from my last post:.Prompts are the instructions given to ChatGPT.Before starting, I should define the concepts of prompts and completions: In this section, I test the DBeaver OpenAI ChatGPT integration with prompts referring to my amazonwebshark MySQL database. I’m sure OpenAI have data security measures in place, but as this technology is still quite new I currently prefer to be cautious. Although the shared metadata is limited to table names and column names, these can still be sensitive and potentially misused. My amazonwebshark MySQL database contains nothing confidential or sensitive, and the tables and columns of a standard WordPress database are well documented.īut I wouldn’t currently use this with databases I don’t own. Their wiki is very explicit, and the DBeaver OpenAI ChatGPT integration states this when used for the first time.įor my purposes, this isn’t a problem. To clarify, this means that DBeaver sends a list of the selected database’s table names and column names to OpenAI.ĭBeaver doesn’t hide this fact away. There is an important fact to consider when using DBeaver’s OpenAI ChatGPT integration:ĭBeaver needs to send database metadata to the OpenAI platform. I ended up increasing my database connection’s connectionTimeout value to resolve this. Separately, I found I was getting SQL 08S01 timeout errors during my first attempts to send ChatGPT prompts. The other settings are out of scope for this post and are covered in DBeaver’s wiki. The DBeaver OpenAI ChatGPT integration will now work.
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