*[OpenSourceAI](use-cases/opensourceai.md)

*[Chatbots](use-cases/chatbots.md)

*[Chatbots](use-cases/chatbots/README.md)

*[Example Application](use-cases/chatbots/chatbots.md)

*[Search](use-cases/improve-search-results-with-machine-learning.md)

*[Embeddings](use-cases/embeddings/README.md)

*[Generating LLM embeddings with open source models](use-cases/embeddings/generating-llm-embeddings-with-open-source-models-in-postgresml.md)

virtualenv pgml-venv&& \

source pgml-venv/bin/activate&& \

pip install -r requirements.linux.txt

pip install -r requirements.txt&& \

pip install -r requirements-xformers.txt --no-dependencies

{% endtab %}

{% tab title="Globally" %}

Installing Python packages globally can cause issues with your system. If you wish to proceed nonetheless, you can do so:

pip3 install -r requirements.linux.txt

pip3 install -r requirements.txt

{% endtab %}

{% endtabs %}

description:CLI tool to build and deploy chatbots

Introduction

Once the slack app is running, you can interact with the chatbot on Slack as shown below. In the example here, name of the bot is`PgBot`. This app responds only to direct messages to the bot.

Once the discord app is running, you can interact with the chatbot on Discord as shown below. In the example here, name of the bot is`pgchat`. This app responds only to direct messages to the bot.