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feat: implement full project generation engine and LLM router for conversational state management
c2a8167
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feat: add sync worker to process database queue items and trigger automated FAISS index updates
b0ff04f -
feat: implement semantic search functionality and engine for project similarity analysis
eecb5f7 -
feat: implement similarity_engine with hybrid scoring and database-backed project comparison logic
cf51ebc -
feat: implement sync worker service for automated FAISS index rebuilding and project preprocessing
334beca -
feat: implement database synchronization queue with SQL triggers and a background worker for automated FAISS index rebuilding.
ac751b2
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feat: add recommendation engine configuration and prompt builder modules
0a1905d -
feat: implement full project generation module with automated documentation and prompt parsing
b09149c -
feat: implement chatbot engine for project validation, classification, and management
cff9d3b -
feat: implement chatbot engine for project validation, classification, and session management
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feat: add configuration module, response formatting utilities, and initialized project data structure for recommendation engine
60cb4b3 -
feat: implement hybrid similarity ranking engine with dynamic weighting and originality scoring
df662e5 -
feat: implement project synchronization service with database integration and automated embedding updates
e24894a -
feat: implement chatbot engine and prompt builder modules for graduation project recommendation and validation
8463318 -
feat: implement similarity engine with embedding generation, hybrid ranking, and explainability modules
5e95de5
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feat: implement recommendation engine architecture with chatbot logic, intent classification, and project validation modules.
809b701 -
feat: implement project embedding engine and feature similarity calculation modules
e0307a3 -
feat: implement similarity engine for hybrid semantic and feature-based project comparison
502b6a5 -
feat: implement hybrid_ranker for adaptive project similarity scoring and originality calculation
c283325 -
feat: implement project analysis and LLM chat services in api module
820fd46 -
Update: config.py
Verified signature76d7c95 -
Update: hybrid_ranker.py
Verified signaturec3cf4e5 -
Update: feature_similarity.py
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Update: semantic_search.py
Verified signature6075166 -
Update: preprocessing.py
Verified signature7d235bd -
feat: implement hybrid ranking engine for semantic and feature-based project similarity
12b83fb -
feat: add similarity model package with feature extraction, deduplication, and semantic comparison tools
88a5be7 -
feat: implement centralized configuration management and update default model to gemini-2.5-pro
b79524e -
feat: implement hybrid similarity and originality scoring logic for project ranking
caa78f1 -
feat: implement hybrid similarity ranking and search engine modules to improve project retrieval accuracy
48c0bec
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feat: implement modular hybrid similarity engine with semantic search and feature-based ranking components
6683f82 -
feat: implement recommendation engine components for novel project idea generation
8081e10
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feat: implement chatbot engine for project idea and feature generation
da52655 -
feat: implement chatbot engine for project idea and feature generation orchestration
f31f2c4 -
feat: implement core chatbot engine and prompt builder modules for recommendation system
0c69841 -
feat: implement chatbot engine with input validation, command handling, and project generation utilities
46d9d7a -
feat: implement chatbot engine for project idea and feature generation
f5b408a -
update
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update
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update
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update
6459fd1 -
update
4552666
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feat: implement hybrid similarity ranking engine with adaptive weighting and score normalization
d47f2eb -
feat: implement hybrid similarity ranking model and API service integration for project comparison
d4e242f -
feat: implement hybrid_ranker.py for multi-metric project similarity scoring and ranking
a0b7738 -
update
35e34e4 -
update
df9ecf1 -
update
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update
dd72980 -
update
bfaaf6f