llama-index postprocessor distil integration
Project description
LlamaIndex Postprocessor Integration: Distil
DistilNodePostprocessor reversibly compresses retrieved node text with
distil before it reaches the LLM synthesizer.
It runs each node's text through distil's line digest — keeping the head, the tail,
and every salient line, and replacing the dropped middle with a single
<< +N lines, handle=XXXXXXXX >> marker. The original text is written to distil's
local handle store, so the exact bytes are recoverable via distil's distil_expand
MCP tool or distil.mcp_server.load_restore(handle). Short nodes pass through
unchanged.
Installation
pip install llama-index-postprocessor-distil
Usage
from llama_index.postprocessor.distil import DistilNodePostprocessor
postprocessor = DistilNodePostprocessor()
# in a query engine
query_engine = index.as_query_engine(node_postprocessors=[postprocessor])
query_aware (default True) passes the query's terms to distil so lines naming what
the query asks for are pinned — this only ever widens the kept set, so it never drops
an answer.
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