How It Happened
Why it exists
I wanted to work with larger document sets without the earlier flow falling apart.
How I built it
Same basic process as OpenAssistant, now with Pinecone docs, indexes, namespaces, and embeddings layered on top.
Why it mattered
It was the point where retrieval stopped being theoretical and turned into a real app.