/pwr-ad-hack

Primary LanguagePython

Programming with Representation (PwR)

PwR allows you to make changes with just natural language (NL): Describe your change in simple NL and see the LLM make laser sharp edits across the entire stack. Click here for more information aka.ms/IGotPwR

Teams App Stack

We have described our Teams App as a project that has 2 layers:

  1. Adaptive Cards UI
  2. API

(note: PwR is generic and can support any number of layers, any number of files and any number of languages)

Developer notes

  1. Pre-requisites
    1. Python3.10
    2. Poetry
    3. Gemfury key to get the pwr package. You can get this from a PwR Team member
    4. OpenAI API Key with access to both GPT3.5 and GPT4
  2. One-time Setup:
    1. Setup Poetry shell 
      $poetry shell
    2. Add Gemfury key 
      $poetry config http-basic.fury <TOKEN> NOPASS
    3. Install all the dependencies 
      $poetry install
$poetry update
    4. Add .env file 
      OPENAI_API_KEY=<key>
# If you are using Azure OpenAI uncomment the following rows
# OPENAI_API_BASE="https://XXXXXXX.azure-api.net"
# OPENAI_API_TYPE="azure"
# OPENAI_API_VERSION="2023-03-15-preview"

# Change the deployement id if they are different
FAST_LLM_MODEL_NAME=gpt-3.5-turbo
SLOW_LLM_MODEL_NAME=gpt-4

# Change these time outs depending on your rate limiting budget
LLM_TIME_OUT_MULTIPLIER=10
LLM_TIME_OUT_MAX=60
LLM_MAX_RETRY=3
  3. Run the PwR agent 
    $poetry run python3 main.py --change <natural language change>