Live Chunk Editing
Live chunk editing allows administrators to modify or delete specific knowledge chunks in the dashboard, instantly updating chatbot answers in under 2 seconds without recrawling.
Live chunk editing is the capability to directly alter the textual content and vector embedding of a specific knowledge segment in real time without triggering a full website recrawl.
How Live Chunk Editing works in practice
When an emergency pricing change, holiday schedule, or product update occurs, waiting hours for a complete site crawl is unacceptable.
Live chunk editing re-generates the 768-dimensional embedding for only the modified text segment and writes it immediately to PostgreSQL, updating the assistant’s live responses in <2 seconds.
How SiteMind implements Live Chunk Editing
SiteMind provides a full chunk management studio in your dashboard. Search, edit, or override any crawled paragraph with instant re-indexing.
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Related Technical Concepts
Semantic Chunking
Semantic chunking breaks long documents and web pages into focused, self-contained sections so retrieval systems can pull exact answers without token bloat.
Vector Database & pgvector
A vector database is specialized storage optimized to index high-dimensional embeddings and execute sub-second approximate nearest neighbor (ANN) searches.
Vector Embeddings
Vector embeddings convert text into high-dimensional numerical lists that capture semantic meaning, enabling computers to compare concepts rather than keywords.
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