guided builds · Blended
RAG Pipelines for Internal Knowledge
Walk through ingestion, metadata tagging, and retrieval scoring with an emphasis on Thai + English mixed corpora. You will stress-test latency budgets that match real VPN conditions from Bangkhunthian offices to remote islands.
14,800 THB
Informational pricing—see Returns & Refunds for eligibility.
Request informationInside the syllabus
- Vector store comparison worksheet
- Chunking lab with overlap math explained plainly
- Hybrid retrieval exercises
- Latency tracing with simple dashboards
- Security checklist for internal URLs
- Office hours on VPN throttling scenarios
- Final architecture one-pager reviewed by mentors
Outcomes you can show
- Diagram a RAG stack your IT team can defend in a security review
- Tune chunk sizes with before/after recall notes
- Ship a rollback plan when embeddings drift
Noah Wijaya
Built retrieval systems for healthcare clinics; focuses on bilingual corpora.
Straight FAQ
Hardware expectations?
You need a machine that can run Docker locally with 16GB RAM. Cloud credits are optional, not bundled.
Can we use our own documents?
Yes, if you certify internal sharing permissions; otherwise we provide masked bundles.
Limitations?
We do not cover multimodal ingestion—text and light tabular only in this edition.
Recent notes
VPN latency lab mirrored what our Songkhla office sees—finally a RAG class that names the boring failure modes.
Hannah · Knowledge manager · 4/5 · Google
Hybrid retrieval worksheet is pinned above my desk; still slower than I'd like on Mondays, but the rollback plan section saved a exec readout.
Client in higher-ed