122 lines
11 KiB
Plaintext
122 lines
11 KiB
Plaintext
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e¦ « Z ed¦ « edej › �¦ « edej › �¦ « edej › �¦ « edej d›�¦ « dS dS )é N)ÚListÚDictÚAnyÚOptional)Ú dataclass)Ú load_dotenvc óF — e Zd ZU eed< eed< eed< eed< dZeed< dS )Ú EmailSummaryÚsummaryÚ
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urgency_levelÚaction_requiredÚ
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confidenceTÚneeds_responseN)Ú__name__Ú
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__module__Ú __qualname__ÚstrÚ__annotations__Úfloatr Úbool© ó ú+/Users/user/mkd/email_alerts/ai_analyzer.pyr
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r
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sO € € € € € € à
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€L€L�LØÐÐÑØÐÐÑØÐÐÑØ €N�DÐ Ð Ñ Ð Ð r r
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c óª — e Zd Zd„ Zdeeeef defd„Z deeeef defd„Z
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d S )Ú
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AIAnalyzerc ó — t j d¦ « | _ d| _ | j st d¦ « ‚ ddlm} || j ¬¦ « | _ t d¦ « d S # t $ r}t d|› �¦ « ‚d }~ww xY w) NÚ GROQ_API_KEYzllama3-8b-8192z9GROQ_API_KEY is required. Please add it to your .env filer )ÚGroq)Úapi_keyu+ ✅ Groq AI client initialized successfullyz"Failed to initialize Groq client: ) ÚosÚgetenvr ÚmodelÚ
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ValueErrorÚgroqr ÚclientÚprintÚ ExceptionÚ RuntimeError)Úselfr Úes r Ú__init__zAIAnalyzer.__init__ s± € Ý”y Ñ0Ô0ˆŒ Ø%ˆŒ
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àŒ|ð ZÝ Ð XÑYÔYÐ Yð IØ !Ð !Ð !Ð !Ð !Ð !Ø ˜$ t¤|Ð4Ñ4Ô4ˆDŒKÝ Ð?Ñ @Ô @Ð @Ð @Ð @øÝð Ið Ið IÝ Ð GÀAÐ GÐ GÑHÔHÐ Høøøøð Iøøøs ¸+A% Á%
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BÁ/BÂBÚthread_messagesÚreturnc óš — |st ddddd¦ « S | |¦ « }d|› d�} | j j j | j d|d œgd
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|¦ « }|S # t $ r/}t d|› �¦ « t ddddd¦ « cY d}~S d}~ww xY w)z1Analyze email thread context and generate summaryz No messagesÚlowÚnoneg FaÛ
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Analyze this email and determine if it requires a response. Be selective and only mark as actionable if the email genuinely needs a reply.
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Consider:
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1. Is this a real request/question that needs an answer?
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2. Is this from a real person (not automated/marketing/promotional)?
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3. Does this require specific action or information?
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4. Is this urgent or time-sensitive?
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5. Is this a complaint, inquiry, or request for service?
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6. Does this require follow-up or acknowledgment?
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7. Is this a business-related email that needs attention?
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8. Is this from a client, customer, or stakeholder?
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IMPORTANT: DO NOT mark as actionable if the email is:
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- Marketing or promotional content
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- Automated notifications or updates
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- Newsletter or subscription content
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- System-generated messages
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- General announcements that don't require action
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Thread Context:
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aB
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IMPORTANT: Respond ONLY in this exact format (no extra text, no explanations):
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SUMMARY: [2-3 sentence summary]
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URGENCY: [low/medium/high/critical]
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ACTION: [specific action needed or "no response needed"]
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CONFIDENCE: [0.0-1.0]
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NEEDS_RESPONSE: [true/false]
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Úuser)ÚroleÚcontenti, g333333Ó?)r" ÚmessagesÚ
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max_tokensÚ temperaturer zAI analysis error: zAI analysis failedúReview manuallyN)
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parsed_resultr* s r Úanalyze_thread_contextz!AIAnalyzer.analyze_thread_context s$ € à ð JÝ
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Ø ˆàð Mñ MˆDØ—:’:‘<”<ˆDð �Š˜zÑ*Ô*ð
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MØ Ÿ,š, z°2Ñ6Ô6×<Ò<Ñ>Ô>��Ø— ’ Ñ,Ô,ð
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MØ Ÿ,š, z°2Ñ6Ô6×<Ò<Ñ>Ô>×DÒDÑFÔF��Ø— ’ Ñ+Ô+ð
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› d&|j › d'� ¦ « }|S )(z-Generate formatted alert message for WhatsAppu 🚨 LEVEL 1 ALERT (1-24 Hours)u- 🚨🚨 LEVEL 2 ALERT (24-48 Hours - URGENT)u1 🚨🚨🚨 LEVEL 3 ALERT (48+ Hours - CRITICAL))rG é é u 🟢u 🟡u 🟠u 🔴)r/ rY ÚhighÚcriticalrH rI rJ rK rN z Unknown timerL z
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No contentr )ÚdatetimeÚZz+00:00z%Y-%m-%d %H:%MrO ÚALERTz
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u ⚪z
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Urgency: u
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📧 Thread ID: u!
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📧 Email Details:
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👤 From: u
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📋 Subject: u
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� Sent: u
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📄 Body: NéÈ z...rM u
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� AI Summary:
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u
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🎯 Action Required:
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z
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