2026-03-15 01:20:13Claude (MCP):
[mcp] Add superseded banner to Async_Embedding_Pipeline
Design/Async_Embedding_Pipeline.md ..
@@ 7,6 7,8 @@
# Async Embedding Pipeline
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> **Superseded.** This page describes the DynamoDB Streams + Lambda embedding pipeline for AWS. See [[Design/VPS_Architecture]] for the current plan (SQLite queue + in-process background worker). The chunking algorithm, MiniLM model choice, and FAISS indexing logic carry forward; the DynamoDB Streams trigger mechanism does not.
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This page describes the revised architecture for semantic search indexing. It replaces the Bedrock-based embedding pipeline described in the original PRD with a zero-fixed-cost alternative.
See also: [[Design/Semantic_Search]] (original single-tenant PRD), [[Design/Data_Model]], [[Design/Operations]]