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add delay to avoid rate limits #43

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add delay to avoid rate limits #43

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5 changes: 4 additions & 1 deletion graphrag_sdk/kg.py
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Original file line number Diff line number Diff line change
@@ -1,5 +1,6 @@
import logging
import warnings
import time
from falkordb import FalkorDB
from graphrag_sdk.ontology import Ontology
from graphrag_sdk.source import AbstractSource
Expand Down Expand Up @@ -133,13 +134,14 @@ def list_sources(self) -> list[AbstractSource]:
return [s.source for s in self.sources]

def process_sources(
self, sources: list[AbstractSource], instructions: str = None
self, sources: list[AbstractSource], instructions: str = None, delay: float = 0
) -> None:
"""
Add entities and relations found in sources into the knowledge-graph

Parameters:
sources (list[AbstractSource]): list of sources to extract knowledge from
delay (float): seconds to delay each iteration through sources to avoid rate limits
"""

if self.ontology is None:
Expand All @@ -151,6 +153,7 @@ def process_sources(
# Add processed sources
for src in sources:
self.sources.add(src)
time.sleep(delay)

def _create_graph_with_sources(
self, sources: list[AbstractSource] | None = None, instructions: str = None
Expand Down