paglipay / slack-financial-analysis-chatbot

A slack bot that returns financial insights based on questions. The application is built using the langch library with a Deep Lake vector database. The large language model used here is the OpenAI GPT 3.5 with OpenAI Embeddings for converting the financial documents to embeddings.

slack-financial-analysis-chatbot

This repository contains the code for a powerful Slack chatbot that helps you analyze Amazon financial records with ease.

Prerequisites

• Python 3.6+
• A Slack account with bot permissions
• OpenAI API key
• ActiveLoop token

Installation

• Clone file git clone https://github.com/yourusername/slack-financial-analysis-chatbot.git
• Install the required packages. pip install -r requirements.txt
• Set up the environment variables with your OpenAI API key and ActiveLoop token.
• Run the document processor python document-processor.py
• Run the Slack bot python slack_bot.py

Features

• Analyze Amazon financial reports with natural language queries
• Powered by OpenAI's GPT-4 model for intelligent responses
• Deeplake vector database for efficient data storage and retrieval
• LangChain library for seamless integration and processing
• Slack Bolt for seamless integration with the Slack platform

Usage

• Invite the bot to your desired Slack channel.
• Ask financial analysis questions in natural language, and the bot will respond with relevant information extracted from Amazon financial reports.