h4438 / wecycler

Project VeChai

We are aiming at helping others to decide what to do with their used stuff in an economical way.

How to run

1. Create a .env in the given format inside botcore/

AI21=ai_key
LANGCHAIN=langchain_plus_key

2. To import botcore/

# ./tests/test_ai21.py

import sys
import os

# should point to the parent folder of botcore
sys.path.append(f'{os.path.dirname(__file__)}/../')

from botcore.setup import trace_ai21

MODEL = trace_ai21()

wecycler's Issues

Optimize: Ask status chain

We need to optimize ask status chain

The updated version should be:

1. fix n_top questions
2. shorten the prompt

Need: Streaming ask feature chain, ask condition chain result

Check
https://python.langchain.com/docs/modules/callbacks/

Chain: Evaluate electronic product status

evaluate_status_chain

This chain is designed to evaluate the status of an electronic product.
Output: decide if a product is still usable and can be sold.

Need: a memory mechanism

We need a memory mechanism

It serves as a session memory for the bot to remember user data.
It stores the followings:

1. User personal data
2. User product data (feature, status)

Chain: assess electronic useability

assess_usage_chain

It will tell the user:

1. Is my product usable
2. Is it still function well

Chain: make condition questions for recyclable

qa_recy_condition.py

The chain is designed to make questions about recyclable.
Criteria:

1. Quantity, Weight (Man)
2. Clean (Man)
3. Damage

Routing: route between qa_elec or qa_recy