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This PR implements the Hybrid Search for the Knowledge Space Agent, combining Vector Search and Keyword Search using Reciprocal Rank Fusion (RRF).

Changes:

  • Added hybrid_search method in retrieval.py
  • Added reciprocal_rank_fusion function
  • Added placeholder keyword_search method for future keyword integration
  • Updated .env.template if required

This addresses Issue part of #13.

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