
    i                        d Z ddlmZ ddlZddlZddlmZ ddlmZ ddl	m
Z
mZmZ  ej                  d      Z ed      Z G d	 d
      Zy)uS   KG File retriever — searches KNOWLEDGE_GRAPH/entities/*.jsonl and axioms/*.jsonl.    )annotationsN)Path)List)
IRetrieverRetrievedChunkRetrievalRequestznervous_system.kg_filez%/mnt/e/genesis-system/KNOWLEDGE_GRAPHc                  :    e Zd ZefddZddZddZed	d       Zy)
KGFileRetrieverc                    || _         y N)_kg_root)selfkg_roots     >/mnt/e/genesis-system/core/nervous_system/kg_file_retriever.py__init__zKGFileRetriever.__init__   s	        c                (   |j                   j                         D cg c]!  }t        |      dkD  s|j                         # }}|sg S g }dD ]  }| j                  |z  }|j                         s$t        |j                  d            D ]  }	 t        |dd      5 }|D ]_  }	|	j                         }	|	s	 t        j                  |	      }
dj                  d |
j                         D              j                         t        fd	|D              }|d
k(  r{|t        |      z  }||j                   k  r|
j#                  d      xsD |
j#                  d      xs1 |
j#                  d      xs |
j#                  d      xs t%        |
      }|j'                  t)        |d d d| d|j*                   t-        |d      d
|
j#                  dd      |
j#                  dd      |
j#                  dd      d             b 	 d d d          |j5                  d d       |d |j6                   S c c}w # t        j                  $ r Y w xY w# 1 sw Y   QxY w# t.        $ r&}t0        j3                  d| d|        Y d }~ d }~ww xY w)N   )entitiesaxiomsz*.jsonlrzutf-8)encoding c              3  T   K   | ]   }t        |t              st        |       " y wr   )
isinstancestr).0vs     r   	<genexpr>z+KGFileRetriever.retrieve.<locals>.<genexpr>+   s#      3+,:aQTCUA3s   ((c              3  ,   K   | ]  }|v sd   yw)   N )r   kwsearch_texts     r   r   z+KGFileRetriever.retrieve.<locals>.<genexpr>/   s     )T"BS!)Ts   	r   summaryaxiomcontenttitlei  zkg:/   id typedate)r+   r-   r.   )r'   sourcerelevance_scorefreshness_daysmetadatazError reading z: c                    | j                   S r   )r0   )cs    r   <lambda>z*KGFileRetriever.retrieve.<locals>.<lambda>K   s    !"3"3 r   T)keyreverse)querysplitlenlowerr   existssortedglobopenstripjsonloadsJSONDecodeErrorjoinvaluessummin_relevancegetr   appendr   nameround	Exceptionloggerwarningsorttop_k)r   requestwkeywordschunkssubdirdirpath
jsonl_fileflinerecordmatchedscorer'   excr$   s                  @r   retrievezKGFileRetriever.retrieve   s   '.}}':':'<K!A
AGGIKKI'), -	IFmmf,G>>#$W\\)%<= )I
(Ij#@ %A$% $D#'::<D#' ())-D)9 +.(( 3063 +#eg ( '*)Th)T&TG&!| ($+c(m$;E$w'<'<< ( &

9 5 !/#)::g#6!/#)::i#8!/ $*::g#6!/ $'v; $ #MM.(/),VHAjoo5F'G05eQ/0*0**T2*>,2JJvr,B,2JJvr,B*"
+ 
5$%)I	-	I` 	3TBnw}}%%o L& $(#7#7 ) ()% %L ! INN^J<r##GHHIs_   H7H7I"I:H<D6II"<IIIIII""	J+JJc                z    | j                   dz  j                         xr | j                   dz  j                         S )Nr   r   )r   r<   r   s    r   health_checkzKGFileRetriever.health_checkN   s1    
*224\$--(:R9Z9Z9\\r   c                     y)Nzkg:filesr"   r`   s    r   source_namezKGFileRetriever.source_nameQ   s    r   N)r   r   )rQ   r   returnzList[RetrievedChunk])rd   bool)rd   r   )	__name__
__module____qualname__KG_ROOTr   r^   ra   propertyrc   r"   r   r   r
   r
      s*    '.  8&t]  r   r
   )__doc__
__future__r   rA   loggingpathlibr   typingr   core.nervous_system.contractsr   r   r   	getLoggerrM   ri   r
   r"   r   r   <module>rr      sG    Y "     V V			3	4
6
7C Cr   