https://github.com/samalba/dagger-chatbot

AI Chatbot that helps you learn how to use Dagger
https://github.com/samalba/dagger-chatbot

ai chatbot dagger langchain ollama python

Last synced: 7 days ago
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AI Chatbot that helps you learn how to use Dagger

• Host: GitHub
• URL: https://github.com/samalba/dagger-chatbot
• Owner: samalba
• License: apache-2.0
• Created: 2023-07-30T01:09:09.000Z (over 1 year ago)
• Default Branch: main
• Last Pushed: 2023-08-23T16:46:27.000Z (about 1 year ago)
• Last Synced: 2024-08-02T18:40:22.295Z (3 months ago)
• Topics: ai, chatbot, dagger, langchain, ollama, python
• Language: Python
• Homepage:
• Size: 38.1 KB
• Stars: 28
• Watchers: 2
• Forks: 3
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# dagger-chatbot

Chatbot that understands Dagger pipelines and can help you using Dagger.

It's an alternative to reading documentation.

Tech used:

- Langchain

- Ollama

- Dagger Python SDK

## Install dependencies

First, install the local python dependencies.

Run the following commands in a shell:

```shell

python3 -m venv venv && source ./venv/bin/activate

pip install -r requirements.txt

```

Then you need to make sure you have [Ollama](https://ollama.ai/) up and running.

If you're not using the MacOS app and you built from the binary, open a shell and run the following command:

```shell

ollama serve

```

## Generate assets

Several assets are needed for the chatbot to run:

- Fetch the documentation markdown files from the Dagger git repository

- Sanitize them (strip useless characters), split them into documents

- Tokenize the documents using an embedding model

- Store the tokenized documents into vector db (Chroma)

How to generate the assets:

```shell

dagger run ./dagger_pipeline.py

```

## Run the chatbot

Example:

```shell

./app.py

Ask me anything about Dagger: How to integrate Dagger with Github actions?

```