https://github.com/filipw/2024-ndcporto-demos

https://github.com/filipw/2024-ndcporto-demos

Last synced: 16 days ago
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• Host: GitHub
• URL: https://github.com/filipw/2024-ndcporto-demos
• Owner: filipw
• License: mit
• Created: 2024-10-06T06:25:42.000Z (about 1 month ago)
• Default Branch: main
• Last Pushed: 2024-10-17T08:49:55.000Z (29 days ago)
• Last Synced: 2024-10-20T12:56:44.624Z (25 days ago)
• Language: Python
• Size: 5.37 MB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# 2024-ndcporto-demos

## Demos

* Basic RAG with BYOD (shop)

  * “i need a football” (keyword)

  * “anything featuring bird pattern” (vector)

* Promptflow RAG:

  * search for “i need something Miami themed"

  * run the orchestration:

```

pf run create --flow . --data data/sample.jsonl --column-mapping user_id='${data.user_id}'  --column-mapping question='${data.question}' --column-mapping chat_history='${data.chat_history}' --stream

```

  * and visualize - notice how the second flow resolves the search query correctly

```

pf run visualize -n NAME

```

* Promptflow - Chat with images/Vision (shop)

  * search for “do you have anything in this style” + Flamingo - correct response (Flamingo football)

  * search for “do you have a uniform that matches this football” + Flamingo football - correct response (Flamingo uniform)

* Bench:

  * Promptflow - Data flow (arxiv)