[feature]for each document, generate some propertites

[ginkgo-daddy]

for each document, generate some general propertites and document specific propertites

How to call the interface?

just like generate tags, the key is "generate_properties"

Propertites

Universal Properties (Always Extract)

• main_topic: The primary subject or theme of the document (1-2 items max)
• key_concepts: Important concepts, ideas, or themes discussed (3-5 items max)
• persons: Specific people mentioned by name
• organizations: Companies, government departments, schools, institutions mentioned
• locations: Countries, cities, landmarks, geographic places mentioned
• products: Specific product names or services mentioned (e.g. iPhone 16, ChatGPT-5)
• technologies: Professional technical terms mentioned (e.g. Large Language Models, Quantum Computing, Blockchain)
• events: Specific events mentioned (e.g. 2025 World AI Conference)

Document-Specific Properties

Meeting Notes (meeting_notes)

• meeting_title: Meeting subject/title
• meeting_date: Meeting date (ISO format)
• attendees: List of attendees
• agenda_items: Meeting agenda items
• key_decisions: Important decisions made
• action_items: Tasks with owner and due date [{"task": "...", "owner": "...", "due_date": "..."}]
• unresolved_issues: Issues that need follow-up
• sentiment: Meeting atmosphere ("Positive", "Neutral", "Controversial")

Technical Design (technical_design)

• project_name: Project or system name
• tech_stack: Key technologies and frameworks used
• architecture_type: System architecture style
• api_endpoints: API definitions [{"method": "...", "path": "...", "description": "..."}]
• database_schema: Database tables [{"table": "...", "fields": [...]}]
• dependencies: External services/components
• performance_targets: Performance requirements
• risks_and_mitigations: Risks and solutions [{"risk": "...", "mitigation": "..."}]

Market Analysis (market_analysis)

• report_type: Specific report type
• target_market: Target market or user group
• analyzed_companies: Companies analyzed
• key_findings: Core findings and conclusions
• data_sources: Referenced data sources
• swot_analysis: SWOT analysis {"strengths": [...], "weaknesses": [...], "opportunities": [...], "threats": [...]}
• market_size: Market size and growth data
• future_trends: Predicted market trends

Legal Contract (legal_contract)

• contract_type: Type of contract
• party_a: First party full name
• party_b: Second party full name
• effective_date: Contract effective date
• term: Contract duration/term
• governing_law: Applicable law and jurisdiction
• payment_terms: Payment terms and amounts
• liability_clause: Liability limitation summary
• confidentiality_period: Confidentiality period

Resume (resume)

• candidate_name: Candidate's name
• contact_info: Contact information {"email": "...", "phone": "..."}
• education_history: Education background [{"school": "...", "major": "...", "degree": "...", "period": "..."}]
• work_experience: Work history [{"company": "...", "position": "...", "period": "...", "summary": "..."}]
• skills_set: Skills list
• years_of_experience: Total work experience in years
• current_location: Current location
• certifications: Professional certifications

User Interview (user_interview)

• interviewee_profile: User profile {"user_id": "...", "role": "...", "industry": "..."}
• interview_date: Interview date
• user_goals: User goals and objectives
• pain_points: User pain points and frustrations
• key_quotes: Important user quotes
• feature_requests: Requested features
• overall_sentiment: User's overall sentiment
• researcher: Interview researcher/conductor

Project Proposal (project_proposal)

• project_title: Official project name
• project_owner: Project owner/sponsor
• objectives: Main project objectives
• stakeholders: Key stakeholders
• timeline_milestones: Key milestones [{"milestone": "...", "date": "..."}]
• budget_estimate: Estimated budget
• deliverables: Project deliverables
• success_metrics: Success metrics/KPIs

Press Release (press_release)

• announcement_subject: Core announcement
• company_involved: Companies involved
• key_persons: Key people mentioned with titles
• release_date: Release date
• financial_figures: Key financial numbers
• purpose_of_funds: (For funding news) Fund usage
• forward_looking_statements: Future plans summary
• media_contact: Media contact info {"name": "...", "email": "..."}

How-To Guide / SOP (how_to_guide)

• procedure_title: Guide or process title
• target_audience: Intended audience/readers
• prerequisites: Required conditions or preparations
• steps: Structured operation steps [{"step": 1, "action": "..."}]
• expected_outcome: Expected result after completion
• troubleshooting: Common issues and solutions [{"problem": "...", "solution": "..."}]
• tools_required: Required software/hardware tools
• last_verified_date: Last verified date (ISO format)

Research Paper / Academic Article (research_paper)

• paper_title: Paper title
• authors: Author list with affiliations
• publication_info: Publication details {"journal": "...", "year": ...}
• problem_statement: Research problem being addressed
• methodology: Research method used
• key_findings: Most important results/conclusions
• datasets_used: Datasets used in experiments
• limitations: Acknowledged limitations or future improvements

Financial Report (financial_report)

• report_period: Reporting period (e.g., "Q3 2024", "FY 2024")
• company_name: Reporting company
• revenue_figures: Key revenue numbers
• profit_loss: Profit/loss statements
• key_metrics: Important financial KPIs
• segment_performance: Performance by business segment
• risk_factors: Identified financial risks
• outlook: Future financial guidance
• auditor: External auditor information

Marketing Campaign (marketing_campaign)

• campaign_name: Campaign title/name
• campaign_period: Campaign duration
• target_demographics: Target audience segments
• marketing_channels: Channels used (social media, email, etc.)
• budget_allocation: Budget breakdown by channel
• key_messages: Core marketing messages
• success_metrics: Campaign KPIs and goals
• creative_assets: Mentioned creative materials
• campaign_manager: Person responsible for campaign

Product Specification (product_spec)

• product_name: Product name/title
• version: Product version number
• feature_list: Key features and capabilities
• technical_requirements: System/hardware requirements
• user_stories: User scenarios or use cases
• acceptance_criteria: Definition of done criteria
• dependencies: Required integrations or components
• constraints: Technical or business limitations
• priority_level: Development priority

Customer Feedback (customer_feedback)

• feedback_type: Type of feedback (Complaint, Suggestion, Praise, etc.)
• customer_info: Customer details {"id": "...", "segment": "..."}
• product_service: Product/service being discussed
• satisfaction_score: Numerical ratings if mentioned
• specific_issues: Detailed problems or concerns
• improvement_suggestions: Customer suggestions
• follow_up_required: Whether follow-up is needed
• feedback_channel: How feedback was received

Training Material (training_material)

• course_title: Training course or module name
• target_learners: Intended audience/learners
• learning_objectives: Educational goals
• course_duration: Expected time to complete
• prerequisite_knowledge: Required background knowledge
• assessment_methods: How learning is evaluated
• certification_offered: Available certifications
• instructional_design: Teaching methodology used
• course_materials: Required textbooks, software, etc.

Incident Report (incident_report)

• incident_title: Incident summary
• incident_date: When incident occurred
• severity_impact: Impact level and affected users
• root_cause: Underlying cause of incident
• timeline: Key events timeline [{"time": "...", "event": "..."}]
• resolution_steps: Actions taken to resolve
• lessons_learned: Key takeaways
• preventive_measures: Steps to prevent recurrence
• incident_commander: Person who led response

Survey Results (survey_results)

• survey_title: Survey name/topic
• survey_period: Data collection timeframe
• sample_size: Number of respondents
• response_rate: Participation rate percentage
• key_demographics: Respondent characteristics
• major_findings: Most important results
• statistical_significance: Confidence levels mentioned
• methodology: Data collection approach
• recommendations: Suggested actions based on results

Policy Document (policy_document)

• policy_title: Official policy name
• effective_date: When policy takes effect
• policy_owner: Department/person responsible
• scope_applicability: Who/what policy applies to
• key_requirements: Main policy requirements
• compliance_procedures: How compliance is ensured
• violations_consequences: Penalties for non-compliance
• review_schedule: Policy review frequency
• related_policies: Connected or referenced policies

Email Communication (email_communication)

• email_subject: Email subject line
• sender: Email sender information
• recipients: Primary recipients list
• cc_bcc: CC/BCC recipients if mentioned
• email_type: Type (announcement, request, update, etc.)
• key_requests: Specific asks or requests made
• deadlines: Mentioned deadlines or dates
• attachments: Referenced file attachments
• follow_up_needed: Whether response/action is required

Job Description (job_description)

• job_title: Position title
• department: Department or team
• employment_type: Full-time, part-time, contract, etc.
• location_type: Remote, on-site, hybrid
• experience_required: Years of experience needed
• key_responsibilities: Main job duties
• required_qualifications: Must-have skills/education
• preferred_qualifications: Nice-to-have skills
• compensation_range: Salary range if mentioned
• benefits_package: Benefits offered

Event Planning (event_planning)

• event_name: Event title
• event_date: Scheduled date and time
• event_location: Venue information
• event_type: Conference, workshop, social, etc.
• expected_attendance: Number of attendees
• agenda_schedule: Event schedule/program
• speakers_presenters: Featured speakers
• budget_costs: Event budget breakdown
• logistics_requirements: Equipment, catering, etc.
• registration_process: How people sign up