https://github.com/tuanacelik/odsc-haystack

🚀 Live coding session for ODSC
https://github.com/tuanacelik/odsc-haystack

agents ai genai haystack llm

Last synced: 8 days ago
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🚀 Live coding session for ODSC

• Host: GitHub
• URL: https://github.com/tuanacelik/odsc-haystack
• Owner: TuanaCelik
• Created: 2024-08-21T11:02:37.000Z (3 months ago)
• Default Branch: main
• Last Pushed: 2024-08-21T11:16:48.000Z (3 months ago)
• Last Synced: 2024-10-06T18:22:52.714Z (about 1 month ago)
• Topics: agents, ai, genai, haystack, llm
• Language: Jupyter Notebook
• Homepage: https://odsc-haystack.my.canva.site/
• Size: 289 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# ODSC Live Coding Session

This is an accompanying reposiyory to the 'Composing Agentic AI Applications as a Graph with Haystack' talk at ODSC, London, 2024

[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/TuanaCelik/odsc-haystack/blob/main/agentic-pipelines-haystack.ipynb)

Learn the basics about:

- Approaching AI applications as a graph

- Learn how to use and build with Haystack components

- Create Haystack pipelines for:

    - Indexing

    - RAG

    - Self reflection for entity extraction

    - Creating a 'quiz generation' agent

### To run the examples:

- Create a `.env` file and add your `OPENAI_API_KEY`

- `pip install -r requirements.txt`

- Go ahead and play around with the code in `agentic-pipelines-haystack.ipynb`