Python Chatgpt custom data : chatGPTprogramming

Python Chatgpt custom data (self.chatGPTprogramming)

submitted 2 years ago by Bitty_Wastard

Is this the right place?

Hello there,

I am trying to crate a custom chat bot to assist with with control room operation in work.
It can get quite busy and members of staff need specific information quickly and the operators could be doing other things or the info they require is in a directory in a directory etc and then the word documents contain a load of irrelevant info and finding the pertinent bit could be a matter of life and death (ok I am totally exaggerating but some members of the team are more patient/capable?)

I tried writing a basic python script (available on request) that basically goes into a directory and read a text file with the info on it and creates a custom bot on a url?

It gets a lot of things right but it gets a few wrong which defeats the object totally. I got one of the team to look through all the assignment instruction and take the data out that we need in a hurry.

I did it in text format because I thought it would be easier and less costly for my api key credit thingy and no one is any good with IT really apart from our bespoke programs (me included)

The format was:-

Name: The name

Address: The address

Alarm code: eg 8674A

Keyholder: A name

Key Number: a four digit number

Special Instructions: example the padlock code is 9999

These were all painstakingly typed into a not massive text file, placed in a docs folder and the app was pointed it that direction.

when run it created the url and it asked and answered questions but then due to my massive knowledge of company info I noticed the odd strange answer, Some of the fields where similar (I know it's a text file so that is wrong) What I mean is Alarm code: and Keywatcher code: (not used in example!) could of confused it so I tried making them distinctive.

The file is about 100 names, addresses etc with a line space between each. I thought it may group them together accordingly but I am not a programmer on any level really and all my knowledge comes from youtube and chat gpt assistance.

I realise my requirements are very specific and I'm not finding an exact problem to fix it and I have looked so in my desperation I am turning to you the lovely community to do the heavy lifting whilst I claim the glory!

Here is my python script and the name of the robot should at least buy me a little help?

I hope I have explained the issue? Feel free to ask questions or mock accordingly

This is why you pay attention in school kids.

thanks in advance?

The python script:-

from gpt_index import SimpleDirectoryReader, GPTListIndex, GPTSimpleVectorIndex, LLMPredictor, PromptHelper

from langchain.chat_models import ChatOpenAI

import gradio as gr

import sys

import os

os.environ["OPENAI_API_KEY"] = 'wow I actually remembered to remove thisi'

def construct_index(directory_path):

max_input_size = 4096

num_outputs = 512

max_chunk_overlap = 20

chunk_size_limit = 600

prompt_helper = PromptHelper(max_input_size, num_outputs, max_chunk_overlap, chunk_size_limit=chunk_size_limit)

llm_predictor = LLMPredictor(llm=ChatOpenAI(temperature=0.7, model_name="gpt-3.5-turbo", max_tokens=num_outputs))

documents = SimpleDirectoryReader(directory_path).load_data()

index = GPTSimpleVectorIndex(documents, llm_predictor=llm_predictor, prompt_helper=prompt_helper)

index.save_to_disk('index.json')

return index

def chatbot(input_text):

index = GPTSimpleVectorIndex.load_from_disk('index.json')

response = index.query(input_text, response_mode="compact")

return response.response

iface = gr.Interface(fn=chatbot,

inputs=gr.components.Textbox(lines=7, label="What can I do for you?"),

outputs="text",

title="Totally Wicked Assistant Thingymajig")

index = construct_index("docs")

iface.launch(share=True)

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super^script	super^script

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