Thanks. I build something similar (didn't know it was called RAG) about 6 months ago. I found the most difficult part was interfacing with the existing systems and extracting the documentation out of those. Google docs, Notion, Slack. Do you have any advice on easier ways to do this? Are there any libraries around that make this task a bit lighter?
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Cool use case, glad to see txtai [1] is helping (I'm the main dev for txtai).
Since you're using txtai, this article I just wrote yesterday might be helpful: https://neuml.hashnode.dev/build-rag-pipelines-with-txtai
Looks like you've received a lot of great ideas here already though!
1 - https://github.com/neuml/txtai
Thanks. I build something similar (didn't know it was called RAG) about 6 months ago. I found the most difficult part was interfacing with the existing systems and extracting the documentation out of those. Google docs, Notion, Slack. Do you have any advice on easier ways to do this? Are there any libraries around that make this task a bit lighter?
Well for Google Docs, Notion, and Slack they all have APIs that are pretty straightforward to use.