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Knowledge Base GPT

This repository includes the code to create a Knowledge Base GPT based on private information stored in a folder on Google Drive

Acknowledgement

The application is based on Langchain Python RAG PrivateGPT

Prerequisites

Slack Application

User the manifest as a basis for your application

Google Service Account

  • Create a new project (or use an existing one) and enable Google Drive APIs
  • Create a service account, generate a key .json file and store it locally

Deploying the Ollama LLM

The ChatBot used Ollama as the LLM.

VM for the LLM

To create a VM on Google Cloud Platform see the README

Deploy the LLM

Use the Ansible collection Ollama to deploy Ollama on the created VM.

Running the Slackbot on Kubernetes

See the Helm chart README for details on how to deploy the application on K8S

Running the Slackbot locally

See Local Deployment for the instructions