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Auto-GPT - Next frontier of prompt engineering imo: "AutoGPTs"
![Andrej Karpathy @karpathy Next frontier of prompt engineering imo: "AutoGPTs" . 1 GPT call is just like 1 instruction on a computer. They can be strung together into programs. Use prompt to define I/O device and tool specs, define the cognitive loop, page data in and out of context window, .run(). Significant Gravitas @SigGravitas. Apr 1 Massive Update for Auto-GPT: Code Execution! Auto-GPT is now able to write it's own code using #gpt4 and execute python scripts! This allows it to recursively debug, develop and self-improve... Show this thread Windows PowerShell CRITICISM: None. NEXT ACTION: COMMAND= evaluate code ARGUMENTS = ['code': 'import math\n\ndef calc_area( radius): a return math.pi radius ** 2\n\ndef calc_circunference (radius)\n return 2 ma radius except ValueEr ror: \n print("Invalid input. Please enter a number. "\n return\n\e area cale area(radia s)\n circumference calc_circunference (radius)\n\n print("Area of the circle: ", area)\n print("Circunference of the circle: , circumference)'] SYSTEM: Command evaluate code returned: ["Add a colon at the end of the 'calc_circunfere nce' function definition.", "Fix the typo in the 'calc circunference function: change 'r adinus' to 'radius", "Remove unnecessary blank lines in the 'main' function."] SELF-IMPROVEMENT-GPT THOUGHTS: Implementing improvement suggestions to the code. REASONING: Fixing the syntax errors and logic issues ensures the code works as intended. PLAN: Improve the code Write tests Execute the cede Output the results to file Complete the task and shutdown CRITICISM: None NEXT ACTION: COMMAND = improve code ARGUMENTS = ['suggestions': [Add a colon at the end of the 'cale circunference function definition.", "Fix the type in the 'cale circunfere nce' function: change 'radious' to 'radius'.", "Remove unnecessary blank lines in the 'ma in function."], 'code': 'import math\n\ndef calc_area(radius):\n return math.pi radius **2\r\ndef calc circunference (radius) in return 2 math.pi radious\n\ndef mainCradius D:\n\n\n try: \n radius= float (radius)\n except ValueError: \n print("Invalid input. Pleas e enter a number.")\n returninin area = calc_area(radius)\n circunference cale_circunfe rence(radius)\n\r print("Area of the circle: ", area)\n print("Circunference of the circl e: ", circunference)'] SYSTEM: Command improve code returned: inport nath def calc_area(radius); return math.pi radius** 2 def cale circunference (radius): return 2 math.pi radius cef main(radiu s): try: radius float(radius) except ValueError: print("Invalid input. Please enter a n umber.") return area calc_area(radius) circunference cale circunference (radius) print ("Area of the circle: ", area) print("Circunference of the circle: ", circumference) SELF-IMPROVEMENT-GPT THOUGHTS Writing tests for the calc_area, calc circunference, and n ain functions. REASONING: Testing ensures the functions work as expected and guards against regressions. PLAN: Write tests Execute the code Dutput 2:44 PM Apr 2, 2023 · 1.4M Views D go B A⁹ A ↑ 00 DIVORCE ✓ AUTO GFT WORKSPACE > OUTLINE TIMELINE basic mathpy ² X basic mathpy?. 18 14 15 17 21 22 25 Paule apt workspace import math def calc_area(radius) return meth.piredius** 2 def calc circumference (radius) return 2 math.pi radious def main(radius): radius= float(radius) DEC 08 except VolueError: print("Invalid input. Please enter a number.") return area calc_arna(radius) circumference calc_circumference (radius) print("Area of the circle: ", area) print("circumference of the circle: ", circumference) :](https://i.kym-cdn.com/photos/images/original/002/569/443/5a9.jpg)
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![Andrej Karpathy @karpathy Next frontier of prompt engineering imo: "AutoGPTs" . 1 GPT call is just like 1 instruction on a computer. They can be strung together into programs. Use prompt to define I/O device and tool specs, define the cognitive loop, page data in and out of context window, .run(). Significant Gravitas @SigGravitas. Apr 1 Massive Update for Auto-GPT: Code Execution! Auto-GPT is now able to write it's own code using #gpt4 and execute python scripts! This allows it to recursively debug, develop and self-improve... Show this thread Windows PowerShell CRITICISM: None. NEXT ACTION: COMMAND= evaluate code ARGUMENTS = ['code': 'import math\n\ndef calc_area( radius): a return math.pi radius ** 2\n\ndef calc_circunference (radius)\n return 2 ma radius except ValueEr ror: \n print("Invalid input. Please enter a number. "\n return\n\e area cale area(radia s)\n circumference calc_circunference (radius)\n\n print("Area of the circle: ", area)\n print("Circunference of the circle: , circumference)'] SYSTEM: Command evaluate code returned: ["Add a colon at the end of the 'calc_circunfere nce' function definition.", "Fix the typo in the 'calc circunference function: change 'r adinus' to 'radius", "Remove unnecessary blank lines in the 'main' function."] SELF-IMPROVEMENT-GPT THOUGHTS: Implementing improvement suggestions to the code. REASONING: Fixing the syntax errors and logic issues ensures the code works as intended. PLAN: Improve the code Write tests Execute the cede Output the results to file Complete the task and shutdown CRITICISM: None NEXT ACTION: COMMAND = improve code ARGUMENTS = ['suggestions': [Add a colon at the end of the 'cale circunference function definition.", "Fix the type in the 'cale circunfere nce' function: change 'radious' to 'radius'.", "Remove unnecessary blank lines in the 'ma in function."], 'code': 'import math\n\ndef calc_area(radius):\n return math.pi radius **2\r\ndef calc circunference (radius) in return 2 math.pi radious\n\ndef mainCradius D:\n\n\n try: \n radius= float (radius)\n except ValueError: \n print("Invalid input. Pleas e enter a number.")\n returninin area = calc_area(radius)\n circunference cale_circunfe rence(radius)\n\r print("Area of the circle: ", area)\n print("Circunference of the circl e: ", circunference)'] SYSTEM: Command improve code returned: inport nath def calc_area(radius); return math.pi radius** 2 def cale circunference (radius): return 2 math.pi radius cef main(radiu s): try: radius float(radius) except ValueError: print("Invalid input. Please enter a n umber.") return area calc_area(radius) circunference cale circunference (radius) print ("Area of the circle: ", area) print("Circunference of the circle: ", circumference) SELF-IMPROVEMENT-GPT THOUGHTS Writing tests for the calc_area, calc circunference, and n ain functions. REASONING: Testing ensures the functions work as expected and guards against regressions. PLAN: Write tests Execute the code Dutput 2:44 PM Apr 2, 2023 · 1.4M Views D go B A⁹ A ↑ 00 DIVORCE ✓ AUTO GFT WORKSPACE > OUTLINE TIMELINE basic mathpy ² X basic mathpy?. 18 14 15 17 21 22 25 Paule apt workspace import math def calc_area(radius) return meth.piredius** 2 def calc circumference (radius) return 2 math.pi radious def main(radius): radius= float(radius) DEC 08 except VolueError: print("Invalid input. Please enter a number.") return area calc_arna(radius) circumference calc_circumference (radius) print("Area of the circle: ", area) print("circumference of the circle: ", circumference) :](https://i.kym-cdn.com/photos/images/list/002/569/443/5a9.jpg "Next frontier of prompt engineering imo: \"AutoGPTs\"")
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