add search recipes

[prasmussen15]

Important

Add new hybrid search configurations with cross encoder reranking for edges, nodes, and communities in search_config_recipes.py.

• New Search Configurations:
  • Adds EDGE_HYBRID_SEARCH_CROSS_ENCODER to perform hybrid search over edges with cross encoder reranking, using bm25, cosine_similarity, and bfs methods, with a limit of 10.
  • Adds NODE_HYBRID_SEARCH_CROSS_ENCODER to perform hybrid search over nodes with cross encoder reranking, using bm25, cosine_similarity, and bfs methods, with a limit of 10.
  • Adds COMMUNITY_HYBRID_SEARCH_CROSS_ENCODER to perform hybrid search over communities with cross encoder reranking, using bm25 and cosine_similarity methods, with a limit of 3.

^{This description was created by for e20450d. It will automatically update as commits are pushed.}

[ellipsis-dev]

👍 Looks good to me! Reviewed everything up to e20450d in 45 seconds

More details

• Looked at 57 lines of code in 1 files
• Skipped 0 files when reviewing.
• Skipped posting 3 drafted comments based on config settings.

1. graphiti_core/search/search_config_recipes.py:166

• Draft comment:
  The comment should mention "cross encoder" instead of "episode mentions" for consistency and accuracy.
• Reason this comment was not posted:
  Confidence changes required: 80%
  The comment for NODE_HYBRID_SEARCH_CROSS_ENCODER is incorrect. It mentions "episode mentions" instead of "cross encoder".

2. graphiti_core/search/search_config_recipes.py:195

• Draft comment:
  The comment should mention "cross encoder" instead of "mmr" for consistency and accuracy.
• Reason this comment was not posted:
  Confidence changes required: 80%
  The comment for COMMUNITY_HYBRID_SEARCH_CROSS_ENCODER is incorrect. It mentions "mmr" instead of "cross encoder".

3. graphiti_core/search/search_config_recipes.py:166

• Draft comment:
  The comment here is incorrect. It should describe the cross encoder reranking, not episode mentions. Please update it to accurately reflect the functionality.
• Reason this comment was not posted:
  Confidence changes required: 80%
  The comment for NODE_HYBRID_SEARCH_CROSS_ENCODER is incorrect and duplicates the comment for NODE_HYBRID_SEARCH_EPISODE_MENTIONS. It should be corrected to reflect the actual functionality.

Workflow ID: wflow_IzaSrAZlm1faWDnU

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