Live autopsy of a degrading RAG agent
qdrant_engine · x · 2026-07-20
Qdrant and Future AGI are hosting a live webinar on why a RAG agent can get worse over time.
They will debug an end-to-end workflow and cover:
- building a RAG agent and spotting where quality drops
- migrating to a new embedding model with zero downtime
- removing duplicate and fragmented chunks
- adding late-interaction reranking
- comparing evaluation scores before and after each fix
The session is framed as a practical autopsy of agent quality degradation, with Qdrant handling retrieval and Future AGI tracing/evaluating the workflow.
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