
    Pi	                        d Z ddlmZ ddlZddlmZ ddlmZmZ ddl	m
Z
  ej                  d      ZdZ G d	 d
      Zy)u   
Agent Knowledge Injector — queries retriever and formats context for agent prompts.
PRD: _bmad-output/RLM_NERVOUS_SYSTEM_PRD.md (Story 3.2)
    )annotationsN)Optional)RetrievalRequestRetrievalResult)RetrieverOrchestratorznervous_system.agent_injectori>  c                  :    e Zd ZdZddZddZd	dZed
d       Zy)AgentKnowledgeInjectorz?Injects relevant knowledge into agent prompts before execution.c                    || _         y )N)_orch)selforchestrators     ;/mnt/e/genesis-system/core/nervous_system/agent_injector.py__init__zAgentKnowledgeInjector.__init__   s	    !
    c                x    | j                   j                  t        |dg d            }| j                  |d      S )z6Returns formatted knowledge block for session context.   qdrantpgkg)querytop_ksourceszSession Knowledge Contextr   r   r   _format_result)r   taskresults      r   inject_session_contextz-AgentKnowledgeInjector.inject_session_context   s<    !!"2b*@#
  ""6+FGGr   c                    | d| }| j                   j                  t        |dg dd            }| j                  |d| d      S )z<Returns formatted knowledge block for a specific agent type.z: 
   r   g333333?)r   r   r   min_relevancezRelevant Knowledge ()r   )r   
agent_typer   enriched_queryr   s        r   inject_agent_contextz+AgentKnowledgeInjector.inject_agent_context    sW    &<r$0!!"2 *##
  ""6-A*Q+OPPr   c           
     ^   d| dg}| j                   s"|j                  d       dj                  |      S d}t        | j                   d      D ]  \  }}d| d|j                  d	d
|j
                   d|j                   d	}|t        |      z   t        kD  r|j                  d|dz
   d        n!|j                  |       |t        |      z  } |j                  ddj                  t        d | j                   D                     d| j                  dd       dj                  |      S )z=Format retrieval result as markdown, respecting token budget.z##  z_No relevant knowledge found._
r      z### [z
] (score: z.2fz)
**Source**: `z`
z
_Truncated at z chunks (token budget)._z
_Sources: z, c              3  X   K   | ]"  }|j                   j                  d       d    $ yw):r   N)sourcesplit).0cs     r   	<genexpr>z8AgentKnowledgeInjector._format_result.<locals>.<genexpr>>   s"     1`Q!((..2Ea2H1`s   (*z | Latency: z.0fms_)chunksappendjoin	enumeraterelevance_scorer,   contentlen	MAX_CHARSset
latency_ms)r   headinglinestotal_charsichunkentrys          r   r   z%AgentKnowledgeInjector._format_result)   s9    wi"%}}LL9:99U##!&--3 
	&HAus*U%:%:3$? @  %~S==/% 
 SZ')3/!u4LMNLL3u:%K
	& 	|DIIc1`RXR_R_1`.`$a#b$V%6%6s$;3@ 	Ayyr   N)r   r   )r   strreturnrB   )r#   rB   r   rB   rC   rB   )r   r   r<   rB   rC   rB   )	__name__
__module____qualname____doc__r   r   r%   staticmethodr    r   r   r	   r	      s*    I"HQ    r   r	   )rG   
__future__r   loggingtypingr   core.nervous_system.contractsr   r    core.nervous_system.orchestratorr   	getLoggerloggerr9   r	   rI   r   r   <module>rQ      s=   
 #   K B			:	;	-  - r   