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feat(RAG):add metadata properties filters #1395

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merged 3 commits into from
Apr 10, 2024

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Aries-ckt
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@Aries-ckt Aries-ckt commented Apr 9, 2024

Close #1387

Description

  • Add Metadata Properties Filters for VectorStore

How to Use

metadata_filter = MetadataFilter(key="Header2", value="AWEL Design")
filters = MetadataFilters(filters=[metadata_filter])
chunks = await retriever.aretrieve_with_scores(
     "what is awel talk about", 0.0, filters
)

How Has This Been Tested?

python examples/rag/metadata_filter_example.py

image

Snapshots:

Include snapshots for easier review.

Checklist:

  • My code follows the style guidelines of this project
  • I have already rebased the commits and make the commit message conform to the project standard.
  • I have performed a self-review of my own code
  • I have commented my code, particularly in hard-to-understand areas
  • I have made corresponding changes to the documentation
  • Any dependent changes have been merged and published in downstream modules

@github-actions github-actions bot added the enhancement New feature or request label Apr 9, 2024
dbgpt/rag/knowledge/csv.py Outdated Show resolved Hide resolved
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@csunny csunny left a comment

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r+

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@fangyinc fangyinc left a comment

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LGTM.

@fangyinc fangyinc merged commit 37e7c01 into eosphoros-ai:main Apr 10, 2024
6 checks passed
Hopshine pushed a commit to Hopshine/DB-GPT that referenced this pull request Sep 10, 2024
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[Feature][RAG] Metadata Properties Filter
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