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feat(chunking): allow customizing separators for the splitter #584

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Merged
badmonster0 merged 1 commit into from
Jun 1, 2025
Merged

feat(chunking): allow customizing separators for the splitter #584

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12 changes: 12 additions & 0 deletions python/cocoindex/functions.py
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Original file line number Diff line number Diff line change
@@ -1,6 +1,7 @@
"""All builtin functions."""

from typing import Annotated, Any, TYPE_CHECKING
import dataclasses

from .typing import Float32, Vector, TypeAttr
from . import op, llm
Expand All @@ -14,9 +15,20 @@ class ParseJson(op.FunctionSpec):
"""Parse a text into a JSON object."""


@dataclasses.dataclass
class CustomLanguageSpec:
"""Custom language specification."""

language_name: str
separators_regex: list[str]
aliases: list[str] = dataclasses.field(default_factory=list)


class SplitRecursively(op.FunctionSpec):
"""Split a document (in string) recursively."""

custom_languages: list[CustomLanguageSpec] = dataclasses.field(default_factory=list)


class ExtractByLlm(op.FunctionSpec):
"""Extract information from a text using a LLM."""
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