Graduation_Project-v1.2 / src /similarity_model

Commit History

  1. feat: add sync worker to process database queue items and trigger automated FAISS index updates

    b0ff04f
  2. feat: implement semantic search functionality and engine for project similarity analysis

    eecb5f7
  3. feat: implement similarity_engine with hybrid scoring and database-backed project comparison logic

    cf51ebc
  4. feat: implement sync worker service for automated FAISS index rebuilding and project preprocessing

    334beca
  5. feat: implement database synchronization queue with SQL triggers and a background worker for automated FAISS index rebuilding.

    ac751b2

  1. feat: add configuration module, response formatting utilities, and initialized project data structure for recommendation engine

    60cb4b3
  2. feat: implement hybrid similarity ranking engine with dynamic weighting and originality scoring

    df662e5
  3. feat: implement project synchronization service with database integration and automated embedding updates

    e24894a
  4. feat: implement similarity engine with embedding generation, hybrid ranking, and explainability modules

    5e95de5

  1. feat: implement project embedding engine and feature similarity calculation modules

    e0307a3
  2. feat: implement similarity engine for hybrid semantic and feature-based project comparison

    502b6a5
  3. feat: implement hybrid_ranker for adaptive project similarity scoring and originality calculation

    c283325
  4. feat: implement project analysis and LLM chat services in api module

    820fd46
  5. Update: hybrid_ranker.py

    Verified signature
    c3cf4e5
  6. Update: feature_similarity.py

    Verified signature
    1b6d8b7
  7. Update: semantic_search.py

    Verified signature
    6075166
  8. Update: preprocessing.py

    Verified signature
    7d235bd
  9. feat: implement hybrid ranking engine for semantic and feature-based project similarity

    12b83fb
  10. feat: add similarity model package with feature extraction, deduplication, and semantic comparison tools

    88a5be7
  11. feat: implement hybrid similarity and originality scoring logic for project ranking

    caa78f1
  12. feat: implement hybrid similarity ranking and search engine modules to improve project retrieval accuracy

    48c0bec

  1. feat: implement modular hybrid similarity engine with semantic search and feature-based ranking components

    6683f82

  1. update

    c10ffc0
  2. update

    eb029d7
  3. update

    4552666

  1. feat: implement hybrid similarity ranking engine with adaptive weighting and score normalization

    d47f2eb
  2. feat: implement hybrid similarity ranking model and API service integration for project comparison

    d4e242f
  3. feat: implement hybrid_ranker.py for multi-metric project similarity scoring and ranking

    a0b7738
  4. update

    35e34e4
  5. update

    df9ecf1
  6. update

    955c9ea
  7. update

    dd72980
  8. update

    bfaaf6f
  9. update

    c459e77

  1. fix: use connection context instead of LazyEngine directly for read_sql/to_sql

    2e8649c
  2. feat: restore and update project database sync script

    d2f9ca7
  3. update

    692f58b
  4. update

    e893e13
  5. update

    e2b6cfb
  6. update

    d1e4586
  7. update

    5b4a91e
  8. update

    41bd215
  9. fix: resolve FAISS index not found and TypeError by anchoring paths to __file__ and casting Path to str

    3d4e2d3
  10. update

    aacbdb0
  11. update

    da78d1c
  12. update

    9498c9f
  13. update

    c4485a9
  14. update .gitignore and add scheduler and sync_projects services

    5ec2fc9

  1. add fiels

    63bcd5a