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Merge remote-tracking branch 'origin/release' into release
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Alleria1809 committed Jul 12, 2024
2 parents dc28ef6 + fdcf692 commit cb191eb
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2 changes: 1 addition & 1 deletion docs/source/index.rst
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Expand Up @@ -249,4 +249,4 @@ We are building a library that unites the two worlds, forming a healthy LLM appl
.. :caption: Contributors
.. :hidden:
.. contributor/index
.. contributor/index
2 changes: 1 addition & 1 deletion docs/source/tutorials/text_splitter.rst
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Expand Up @@ -191,7 +191,7 @@ Choosing the proper chunking strategy involves considering several key factors:
- **Application of Results**: The application, whether it be semantic search, question answering, or summarization, dictates the appropriate chunking method, especially considering the limitations of content windows in large language models (LLMs).
- **System Integration**: Efficient chunking aligns with system capabilities. For example, `Full-Text Search:` Use larger chunks to allow algorithms to explore broader contexts effectively. For example, search books based on extensive excerpts or chapters. `Granular Search Systems:` Employ smaller chunks to precisely retrieve information relevant to user queries, such as retrieving specific instructions directly in response to a user’s question. For example, if a user asks, "How do I reset my password?". The system can retrieve a specific sentence or paragraph addressing that action directly.


Chunking Strategies
^^^^^^^^^^^^^^^^^^^^^^^^^^^

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2 changes: 1 addition & 1 deletion pyproject.toml
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Expand Up @@ -49,4 +49,4 @@ lightrag = { path = "lightrag", develop = true }

[build-system]
requires = ["poetry-core>=1.0.0"]
build-backend = "poetry.core.masonry.api"
build-backend = "poetry.core.masonry.api"

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