https://github.com/datastaxdevs/build_accurate_ai_langflow_arize
Flows, code and datasets for Livestream "Build More Accurate AI Apps with Langflow + Arize"
https://github.com/datastaxdevs/build_accurate_ai_langflow_arize
Last synced: 4 months ago
JSON representation
Flows, code and datasets for Livestream "Build More Accurate AI Apps with Langflow + Arize"
- Host: GitHub
- URL: https://github.com/datastaxdevs/build_accurate_ai_langflow_arize
- Owner: datastaxdevs
- Created: 2025-04-25T15:54:33.000Z (10 months ago)
- Default Branch: main
- Last Pushed: 2025-04-30T04:18:41.000Z (10 months ago)
- Last Synced: 2025-05-12T06:04:53.117Z (9 months ago)
- Language: Jupyter Notebook
- Size: 673 KB
- Stars: 7
- Watchers: 4
- Forks: 3
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
Awesome Lists containing this project
README
# Build Accurate AI with Langflow & Arize
This repo has code, data, and flows for Langflow for the livestream https://www.datastax.com/events/build-more-accurate-ai-apps.
In this livestream and code you'll
* Generate a ground truth dataset for question & answer over 35 Wikipedia articles from the SQUaD dataset.
* Load the data to Astra DB for vector search
* Build a simple agentic chatbot that uses the SQUaD data
* Create and run experiments with different embedding models, LLMs, and prompts
* Use Arize to track experiments and understand how changes affect accuracy