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Fix README gaps, extract main(), add package init files, document optional env vars - #1

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copilot/repo-description-update
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Fix README gaps, extract main(), add package init files, document optional env vars#1
andy4thehuynh with Copilot wants to merge 2 commits into
mainfrom
copilot/repo-description-update

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Copilot AI commented Apr 4, 2026

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The repo had a broken setup guide, missing Python package structure, and undocumented configuration options.

Changes

README

  • Step 1 was an empty backtick with no command — added the git clone invocation
  • Fixed "environemnt" typo; renumbered steps (5 → 7 skipped step 6)

main.py

Extracted if __name__ == "__main__" block into a main() function, enabling the program to be imported and composed into other contexts (e.g. a web app):

def main():
    cluster = connect_to_couchbase_cluster()
    vector_store = initialize_vector_store(cluster)
    generate_and_store_embeddings(cluster, vector_store)
    # ... interactive CLI loop ...

if __name__ == "__main__":
    main()

Also removed the unused collection variable that was left in the old block.

Package structure

Added empty src/__init__.py and src/search/__init__.py so both directories are recognized as proper Python packages.

.env.sample

Added all five optional config overrides as commented-out entries so users know what can be tuned without reading config.py:

# EMBEDDING_MODEL_NAME=sentence-transformers/all-mpnet-base-v2
# VECTOR_INDEX_NAME=travel_inventory_hotel_hugging_face_vector_index
# VECTOR_FIELD_NAME=description_minilm_vector
# MODEL_DIMENSIONS=768
# FTS_INDEX_NAME=travel_inventory_hotel_fts_index

…t optional env vars

Agent-Logs-Url: https://github.com/andy4thehuynh/semantic_cache/sessions/5336d754-8982-478a-8686-f135d871d0b4

Co-authored-by: andy4thehuynh <2831414+andy4thehuynh@users.noreply.github.com>
Copilot AI changed the title [WIP] Update repository description for clarity Fix README gaps, extract main(), add package init files, document optional env vars Apr 4, 2026
Copilot AI requested a review from andy4thehuynh April 4, 2026 23:12
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