Why retrieval quality matters more than a clever system prompt
Free live technical webinar
Why most RAG demos fail in production.
A practical teardown for developers who want useful AI applications—not another polished chatbot demo.
45 minutes + Q&ALive remoteFor software developers
What we will unpack
One broken assistant. Four useful lessons.
We start with a plausible RAG demo, expose where it becomes unreliable, then improve it live.
How chunking quietly destroys useful context
Why a few realistic evaluation questions beat intuition
What to log before users tell you the system is wrong
This is for you if
You can build APIs, but RAG is still new territory.
- You are a backend or full-stack developer
- You have tried an LLM API or chatbot tutorial
- You want engineering patterns rather than AI hype
- You are considering RAG for a real product or internal tool
Want the full build?
The webinar leads into the Production RAG workshop.
The webinar is useful on its own. If you want to build the full flow, evaluation set and production checklist, the one-day workshop goes much deeper.
View the full workshop