Commit History

  1. feat: implement full project generation engine and LLM router for conversational state management

    c2a8167

  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 recommendation engine configuration and prompt builder modules

    0a1905d
  2. feat: implement full project generation module with automated documentation and prompt parsing

    b09149c
  3. feat: implement chatbot engine for project validation, classification, and management

    cff9d3b
  4. feat: implement chatbot engine for project validation, classification, and session management

    63df0e6
  5. feat: add configuration module, response formatting utilities, and initialized project data structure for recommendation engine

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

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

    e24894a
  8. feat: implement chatbot engine and prompt builder modules for graduation project recommendation and validation

    8463318
  9. feat: implement similarity engine with embedding generation, hybrid ranking, and explainability modules

    5e95de5

  1. feat: implement recommendation engine architecture with chatbot logic, intent classification, and project validation modules.

    809b701
  2. feat: implement project embedding engine and feature similarity calculation modules

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

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

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

    820fd46
  6. Update: config.py

    Verified signature
    76d7c95
  7. Update: hybrid_ranker.py

    Verified signature
    c3cf4e5
  8. Update: feature_similarity.py

    Verified signature
    1b6d8b7
  9. Update: semantic_search.py

    Verified signature
    6075166
  10. Update: preprocessing.py

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

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

    88a5be7
  13. feat: implement centralized configuration management and update default model to gemini-2.5-pro

    b79524e
  14. feat: implement hybrid similarity and originality scoring logic for project ranking

    caa78f1
  15. 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
  2. feat: implement recommendation engine components for novel project idea generation

    8081e10

  1. feat: implement chatbot engine for project idea and feature generation

    da52655
  2. feat: implement chatbot engine for project idea and feature generation orchestration

    f31f2c4
  3. feat: implement core chatbot engine and prompt builder modules for recommendation system

    0c69841
  4. feat: implement chatbot engine with input validation, command handling, and project generation utilities

    46d9d7a
  5. feat: implement chatbot engine for project idea and feature generation

    f5b408a
  6. update

    046dbd4
  7. update

    c10ffc0
  8. update

    eb029d7
  9. update

    6459fd1
  10. 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