GPT-3.5 Turbo can now use external tools via json function calling, used by the LLM based on the descriptions you give your functions in the prompts.
“This model has been updated with a new version: gpt-3.5-turbo-0613 which is more steerable with the system message and includes a new capability: function calling. By describing functions in your prompts, the model can intelligently output a JSON object containing arguments to call these functions based on user input — perfect for integrating with other tools or APIs.”
Function Calling Docs
“This model has been updated with a new version: gpt-3.5-turbo-0613 which is more steerable with the system message and includes a new capability: function calling. By describing functions in your prompts, the model can intelligently output a JSON object containing arguments to call these functions based on user input — perfect for integrating with other tools or APIs.”
Function Calling Docs
👏2❤1
Example usage for ChatGPT’s new function calling API
Basically, first describe the functions and each of their parameters, using natural langauge english descriptions, along with basic typing info. Then, see if the LLM wanted to call some functions. Then, give the LLM the responses to those function calls.
Function Calling Docs
Basically, first describe the functions and each of their parameters, using natural langauge english descriptions, along with basic typing info. Then, see if the LLM wanted to call some functions. Then, give the LLM the responses to those function calls.
Function Calling Docs
👍7❤1
This media is not supported in your browser
VIEW IN TELEGRAM
😐30👍5🙏5😈4👾4🤯3🤣3🤬2👀2🎃2❤1
This media is not supported in your browser
VIEW IN TELEGRAM
me, 2035, when they find out I’m running the last unauthorized GPU cluster
😁32😐2❤1👻1
Using ChatGPT's new function -calling API to force ChatGPT to return results in the form of guaranteed-valid JSON
Author speculates that this new API uses some form of constrained decoding, which would force the LLM to only be able to return valid JSON, and freeing the LLM to focus more on the task at hand instead of the complicated encoding process.
“Function calling allows GPT to call a function instead of returning a string.
For this feature, two new parameters have been introduced in the Chat Completions API:
(1) functions: An array of functions available to GPT, each with a name, description and a JSON Schema of the parameters.
(2) function_call: You can optionally specify none or { "name": "<function_name>" }. You can force GPT to use a specific function (or explicitly forbid calling any functions)
I realized that by setting the function_call parameter, you can reliably expect JSON as responses from GPT calls. No more strings, yay!”
“I assume OpenAI’s implementation works conceptually similar to jsonformer, where the token selection algorithm is changed from “choose the token with the highest logit” to “choose the token with the highest logit which is valid for the schema”.”
Article
Author speculates that this new API uses some form of constrained decoding, which would force the LLM to only be able to return valid JSON, and freeing the LLM to focus more on the task at hand instead of the complicated encoding process.
“Function calling allows GPT to call a function instead of returning a string.
For this feature, two new parameters have been introduced in the Chat Completions API:
(1) functions: An array of functions available to GPT, each with a name, description and a JSON Schema of the parameters.
(2) function_call: You can optionally specify none or { "name": "<function_name>" }. You can force GPT to use a specific function (or explicitly forbid calling any functions)
I realized that by setting the function_call parameter, you can reliably expect JSON as responses from GPT calls. No more strings, yay!”
“I assume OpenAI’s implementation works conceptually similar to jsonformer, where the token selection algorithm is changed from “choose the token with the highest logit” to “choose the token with the highest logit which is valid for the schema”.”
Article
👍11❤1👏1
I’m an ER doctor. Here’s how I’m already using ChatGPT to help treat patients.
“I tried to rephrase my explanation in multiple different ways, but judging by their blank expressions, none were resonating. This is actually a common situation in the ER. People do not wake up planning on an emergency that brings them to me in the dead of night, and are often in a decompensated emotional state.
To make matters worse, several other patients were in more immediate need of my attention.
Desperate for a solution, I went down the hall to my computer, and fired up ChatGPT-4.”
= Finding better ways to tell patients and their families that they’re morons.
Article
“I tried to rephrase my explanation in multiple different ways, but judging by their blank expressions, none were resonating. This is actually a common situation in the ER. People do not wake up planning on an emergency that brings them to me in the dead of night, and are often in a decompensated emotional state.
To make matters worse, several other patients were in more immediate need of my attention.
Desperate for a solution, I went down the hall to my computer, and fired up ChatGPT-4.”
= Finding better ways to tell patients and their families that they’re morons.
Article
🤣16❤2👍1🤯1
This media is not supported in your browser
VIEW IN TELEGRAM
Man with zero coding skills creates working basketball game in 3 hours using ChatGPT
His prompts:
(1) I want to make an online JavaScript basketball game can you please help me?
(2) how can i implement and test this in dreamweaver?
(3) i need you to write the code for the entire game including:
Game Objects: You'll need to create and manage several game objects, including the ball, the hoop, and the score. You might create these as JavaScript objects with properties for their position, size, and other attributes. You'll update these in your update() function and draw them in your draw() function.
User Input: You'll need to handle user input to shoot the ball. You can use the addEventListener() function to listen for click or touch events on the canvas.
Collision Detection: To determine whether the ball goes into the hoop, you'll need some simple collision detection. This might be as simple as checking whether the ball's position is within the hoop's position.
Scoring and Time: You'll need to keep track of the player's score and the remaining time. You might update the score whenever the ball goes into the hoop, and decrease the time every frame.
(4) it ran but all it shows is a timer a dot and a line. I need it to be more functional. I want to be able to shoot a basketball in a hoop. Please help
(5) the ball is just falling off the screen when the game loads. Please fix it.
(6) can you write out the full entire javascript code
(7) when I click to shoot the ball, the ball barely jumps up. It doesn't even get close to the hoop. I want the ball and the hoop to be centered on the screen and the ball needs to be able to go through the hoop and when it does you need to add a score of 2 points to the scoreboard. I need you to improve the physics of the ball so it moves like a real basketball.
Full Transcript Here
His prompts:
(1) I want to make an online JavaScript basketball game can you please help me?
(2) how can i implement and test this in dreamweaver?
(3) i need you to write the code for the entire game including:
Game Objects: You'll need to create and manage several game objects, including the ball, the hoop, and the score. You might create these as JavaScript objects with properties for their position, size, and other attributes. You'll update these in your update() function and draw them in your draw() function.
User Input: You'll need to handle user input to shoot the ball. You can use the addEventListener() function to listen for click or touch events on the canvas.
Collision Detection: To determine whether the ball goes into the hoop, you'll need some simple collision detection. This might be as simple as checking whether the ball's position is within the hoop's position.
Scoring and Time: You'll need to keep track of the player's score and the remaining time. You might update the score whenever the ball goes into the hoop, and decrease the time every frame.
(4) it ran but all it shows is a timer a dot and a line. I need it to be more functional. I want to be able to shoot a basketball in a hoop. Please help
(5) the ball is just falling off the screen when the game loads. Please fix it.
(6) can you write out the full entire javascript code
(7) when I click to shoot the ball, the ball barely jumps up. It doesn't even get close to the hoop. I want the ball and the hoop to be centered on the screen and the ball needs to be able to go through the hoop and when it does you need to add a score of 2 points to the scoreboard. I need you to improve the physics of the ball so it moves like a real basketball.
Full Transcript Here
❤16🫡8🔥1