Expose only completed files as RAG evidence
1 min
File upload and search availability are different states. Only a search copy that finished parsing, embedding, and storage—and has processed = TRUE—may become evidence for a user answer.
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Posts tagged pgvector
RAG and Search — Chunking · Embedding · Reranking · Hybrid
6 minRAG (Retrieval-Augmented Generation) is an approach to supplement an LLM's limited training cutoff and memory limits with external knowledge. By separating retrieval and generation, you can handle new material without r…
pgvector and RAG
6 minThe trend of combining large language model responses with external knowledge has settled under the name RAG (Retrieval-Augmented Generation). At its core sits vector similarity search, and PostgreSQL's pgvector extensi…