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Add embedding and storage modules - #50

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ParamThakkar123 wants to merge 1 commit into
chunkingfrom
embedding
Open

Add embedding and storage modules#50
ParamThakkar123 wants to merge 1 commit into
chunkingfrom
embedding

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@ParamThakkar123

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Summary

  • Add src/embeddings.jl – embedding generation module with support for multiple backends (OpenAI, Gemini, HuggingFace)
  • Add src/storage.jl – vector storage module for persisting and querying embeddings
  • Add test/EmbeddingsTest.jl and test/StorageTest.jl – test suites for both modules
  • Update src/HealthLLM.jl and src/database.jl – integrate new modules
  • Update docs/src/embeddings.md – documentation for the embedding system
  • Update docs/make.jl and docs/src/index.md – include new docs in build
  • Update test/runtests.jl and test/Project.toml – register new tests

Add embedding generation and vector storage functionality with tests and documentation.
@codecov

codecov Bot commented Jul 18, 2026

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Codecov Report

❌ Patch coverage is 65.47884% with 155 lines in your changes missing coverage. Please review.
✅ Project coverage is 65.64%. Comparing base (8c40129) to head (578bf2d).
⚠️ Report is 1 commits behind head on main.

Files with missing lines Patch % Lines
src/storage.jl 49.38% 41 Missing ⚠️
src/ingestion/pipeline.jl 0.00% 30 Missing ⚠️
src/database.jl 38.46% 24 Missing ⚠️
src/ingestion/fetch.jl 51.06% 23 Missing ⚠️
src/embeddings.jl 70.90% 16 Missing ⚠️
src/ingestion/search.jl 11.11% 16 Missing ⚠️
src/ingestion/chunk.jl 97.00% 5 Missing ⚠️
Additional details and impacted files
@@             Coverage Diff             @@
##             main      #50       +/-   ##
===========================================
+ Coverage   27.27%   65.64%   +38.37%     
===========================================
  Files           4       12        +8     
  Lines          88      521      +433     
===========================================
+ Hits           24      342      +318     
- Misses         64      179      +115     

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@ParamThakkar123
ParamThakkar123 changed the base branch from main to chunking September 5, 2026 04:34
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