life-echo/api/agents/__pycache__/memory_agent.cpython-312.pyc

<EFBFBD>
y<>]i<00><00>t<00>dZd
dl
Z
d
dlZd
dlmZmZmZ
d
dlmZ
d
dl	m
Z

ddlmZm
Z
mZmZmZ
Gd<08>d	<09>Zy)
u\
回忆录整理 Agent：基于传记结构，将口语改写为书面语，归类到章节
<EFBFBD>N)<03>List<73>Dict<63>Optional)
<01>
ChatOpenAI)
<01>PromptTemplate<74>
)<05>get_memory_prompt<70>!get_chapter_classification_prompt<70>get_text_rewrite_prompt<70>CHAPTER_CATEGORIES<45>
CHAPTER_ORDERc	<00><><00>eZ
dZd
Zd<02>Zdedefd<05>Z	d
dededeedefd	<09>Z		d
d
e
edeeeefdeeeffd<0C>Zy)<0E>MemoryAgentu回忆录整理 Agentc
<00><>
<00>t
jd
<01>
x
s
t
jdd<03>}
t
jdd<03>}t
jdd<06>}|
sd|_yd||
d<08>}|rJ|jd	<09>
r|dd
}n|jd<0B>
r|dd}|r|jd
<0A>
s|d
z
}||d<	t	di|<04>
<01>
|_y#t
$r

d|_YywxYw
)N<>LLM_API_KEY<45>OPENAI_API_KEY<45><00>LLM_BASE_URL<52>OPENAI_MODELzgpt-4og333333<33>?)<03>temperature<72>model<65>openai_api_keyz/v1/chat/completionsi<73><69><EFBFBD><EFBFBD>z/v1<76><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
/<2F>openai_api_base<73>)<06>os<6F>getenv<6E>llm<6C>endswithr<00>	Exception)<05>self<6C>api_key<65>base_url<72>
model_name<EFBFBD>
llm_kwargss     <20>CC:\Users\physi\PycharmProjects\life-echo\api\agents\memory_agent.py<70>__init__zMemoryAgent.__init__s<><00><00><15>)<29>)<29>M<EFBFBD>*<2A>M<>b<EFBFBD>i<EFBFBD>i<EFBFBD>8H<38>"<22>.M<><07><15>9<EFBFBD>9<EFBFBD>^<5E>R<EFBFBD>0<><08><17>Y<EFBFBD>Y<EFBFBD>~<7E>x<EFBFBD>8<>
<EFBFBD><16><1B>D<EFBFBD>H<EFBFBD><12><1F><1F>%<25>
<EFBFBD>
<EFBFBD><14><17> <20> <20>!7<>8<>#<23>D<EFBFBD>S<EFBFBD>><3E><08><19>"<22>"<22>5<EFBFBD>)<29>#<23>C<EFBFBD>R<EFBFBD>=<3D><08><17><08> 1<> 1<>#<23> 6<><18>C<EFBFBD><0F><08>,4<>J<EFBFBD>(<28>)<29>	<1C>!<21>/<2F>J<EFBFBD>/<2F>D<EFBFBD>H<EFBFBD><48><18>
	<1C><1B>D<EFBFBD>H<EFBFBD>
	<1C>s<00>7C<00>C<03>
C<03>
segments_text<78>returnc<00><><00>|js
y
t|
<01>
}|jj|<02>
}|jj	<00>j<00>}|tvr|Sy
)u<>
        分类章节
        
        Args:
            segments_text: 对话段落文本
        
        Returns:
            章节类别（如：childhood）
        <20>	childhood)rr
<00>invoke<6B>content<6E>strip<69>lowerr)r"r)<00>prompt<70>response<73>categorys     r'<00>classify_chapterzMemoryAgent.classify_chapter8s^<00><00><14>x<EFBFBD>x<EFBFBD><1E>2<>=<3D>A<><06><17>8<EFBFBD>8<EFBFBD>?<3F>?<3F>6<EFBFBD>*<2A><08><1C>#<23>#<23>)<29>)<29>+<2B>1<>1<>3<><08><14>)<29>)<29><1B>O<EFBFBD><1B>N<>chapter_category<72>existing_contentc<00>,<00>|jstj|d
<01>|
dgd<03>St|
||x
s
d<02>}|jj	|<04>
}	|j
j
<00>}|jd<04>
r|dd}|jd<07>
r|dd}|jd<07>
r|dd	}|j
<00>}tj|<06>
}|S#tj$r(
tj|d
<01>|j
dgd<03>cYSwxYw
)
u<

        将口语改写为书面语
        
        Args:
            segments_text: 对话段落文本
            chapter_category: 章节类别
            existing_content: 已有章节内容（可选）
        
        Returns:
            包含 title, content, summary, image_suggestions 的字典
        <20>章节r)<04>titler.<00>summary<72>image_suggestionsz```json<6F>Nz```<60>r)rr<00>getrr-r.r/<00>
startswithr <00>json<6F>loads<64>JSONDecodeError)r"r)r6r7r1r2r.<00>results        r'<00>rewrite_to_literaryzMemoryAgent.rewrite_to_literaryTs
<00><00>"<14>x<EFBFBD>x<EFBFBD>,<2C>/<2F>/<2F>0@<40>(<28>K<>(<28><1D>%'<27>	<0E>
<0E>)<29><1D>8H<38>JZ<4A>J`<60>^`<60>a<><06><17>8<EFBFBD>8<EFBFBD>?<3F>?<3F>6<EFBFBD>*<2A><08>	<0E><1E>&<26>&<26>,<2C>,<2C>.<2E>G<EFBFBD><16>!<21>!<21>)<29>,<2C>!<21>!<21>"<22>+<2B><07><16>!<21>!<21>%<25>(<28>!<21>!<21>"<22>+<2B><07><16><1F><1F><05>&<26>!<21>#<23>2<EFBFBD>,<2C><07><1D>m<EFBFBD>m<EFBFBD>o<EFBFBD>G<EFBFBD><19>Z<EFBFBD>Z<EFBFBD><07>(<28>F<EFBFBD><19>M<EFBFBD><4D><13>#<23>#<23>	<0E>,<2C>/<2F>/<2F>0@<40>(<28>K<>#<23>+<2B>+<2B><1D>%'<27>	<0E>
<0E>	<0E>s<00>BC<00>8D<03>
D<03>segments<74>existing_chaptersc	<00>|<00>|<02>i}i}|
D]E}|j
d
d<02>}|s
<01>|j|<05>
}||v
rg||<||j|<05>

<00>G|j<00>}|j	<00>D]<5D>\}}dj|<08>
}	|j
|i<00>j
dd<02>}
|j
|	||
<EFBFBD>}|j
dtj|d<06><00>|j
dd<02>|j
dd<02>|j
dg<00>||tvrtj|<06>
n
d	d
<EFBFBD>||<<00><>|S)u

        处理对话段落，生成或更新章节
        
        Args:
            segments: 对话段落列表，每个包含 transcript_text
            existing_chapters: 已有章节字典，key 为 category
        
        Returns:
            更新后的章节字典
        <20>transcript_textrz

r.r:r9r;r<i<>)r:r.r;r<r3<00>order_index)
r?r4<00>append<6E>copy<70>items<6D>joinrErr
<00>index)r"rFrG<00>segments_by_category<72>segment<6E>textr3<00>updated_chapters<72>texts<74>
combined_textr7rDs            r'<00>process_segmentszMemoryAgent.process_segments<74>sY
<00><00><1D>$<24> "<22><1D>68<36><1C><1F>G<EFBFBD><1A>;<3B>;<3B>0<>"<22>5<>D<EFBFBD><17><18><1C>,<2C>,<2C>T<EFBFBD>2<>H<EFBFBD><17>3<>3<>13<31>$<24>X<EFBFBD>.<2E> <20><18>*<2A>1<>1<>$<24>7<> <20>-<2D>1<>1<>3<><18>3<>9<>9<>;<3B>O<EFBFBD>H<EFBFBD>e<EFBFBD>"<22>K<EFBFBD>K<EFBFBD><05>.<2E>M<EFBFBD>0<>4<>4<>X<EFBFBD>r<EFBFBD>B<>F<>F<>y<EFBFBD>RT<52>U<><1C><1A>-<2D>-<2D>m<EFBFBD>X<EFBFBD>GW<47>X<>F<EFBFBD> <20><1A><1A>G<EFBFBD>-?<3F>-C<>-C<>H<EFBFBD>h<EFBFBD>-W<>X<>!<21>:<3A>:<3A>i<EFBFBD><12>4<>!<21>:<3A>:<3A>i<EFBFBD><12>4<>%+<2B>Z<EFBFBD>Z<EFBFBD>0C<30>R<EFBFBD>%H<>$<24>@H<>M<EFBFBD>@Y<>}<7D>2<>2<>8<EFBFBD><<3C>_b<5F>
*<0E><1C>X<EFBFBD>&<26> <<3C>" <20>r5)
N)<0C>__name__<5F>
__module__<EFBFBD>__qualname__<5F>__doc__r(<00>strr4rrrErrVrr5r'rrs<><00><00><1F> <1C>D
<1B>c<EFBFBD><1B>c<EFBFBD><1B>@
+/<2F>	4<0E><1A>4<0E><1E>4<0E>#<23>3<EFBFBD>-<2D>	4<0E>

<0E>4<0E>r
8<<3C>6 <20><16>t<EFBFBD>*<2A>6 <20>$<24>D<EFBFBD><13>d<EFBFBD><19>O<EFBFBD>4<>6 <20>
<0E>c<EFBFBD>4<EFBFBD>i<EFBFBD><1F>	6 r5r)rZrrA<00>typingrrr<00>langchain_openair<00>langchain.promptsr<00>promptsr	r
rrr
rrr5r'<00><module>r`
s4<00>


<01>
<04>

<EFBFBD><0B>'<27>'<27>'<27>,<2C>
<02>
<02>m
 <20>m
 r5