https://github.com/lukefx/parlati

Q&A Chatbot per informazioni riguardanti il Ticino
https://github.com/lukefx/parlati

chatgpt langchain langchain-python llm telegram-bot

Last synced: 20 days ago
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Q&A Chatbot per informazioni riguardanti il Ticino

• Host: GitHub
• URL: https://github.com/lukefx/parlati
• Owner: lukefx
• Created: 2023-06-17T07:57:40.000Z (over 1 year ago)
• Default Branch: master
• Last Pushed: 2023-06-17T08:00:21.000Z (over 1 year ago)
• Last Synced: 2024-11-08T09:51:14.448Z (2 months ago)
• Topics: chatgpt, langchain, langchain-python, llm, telegram-bot
• Language: Python
• Homepage:
• Size: 43 MB
• Stars: 0
• Watchers: 2
• Forks: 1
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# ParlaTI

Chatbot based on Knowledge base from ti.ch.

## Setup

```

poetry shell

poetry install

```

## Crawl data

This will run scrapy and fetch the data, that will be converted and saved as Markdown.

```

python -m scrapy runspider crawler.py

```

## Generate embeddings

This ingest script will fetch all the documents in `documents` folder and compute the embeddings.

Embeddings will be store in ChromaDB and persisted in the `db` folder.

```

python ingest.py

```

## Test your data

Modify the file as you wish, just test your data with:

```

python query.py

```

## Run the bot

This will run your telegram bot. Be sure to have a valid telegram token.

```

python bot.py

```