config/environments/default.yaml

# Default configuration for Legal Position AI Analyzer

app:
  name: "Legal Position AI Analyzer"
  version: "1.0.0"
  debug: false
  environment: "production"
  debug_prompts: false

# AWS S3 Configuration
aws:
  bucket_name: "legal-position"
  region: "eu-north-1"
  prefix_retriever: "Save_Index_Ivan/"
  local_dir: "Save_Index_Ivan"

# LlamaIndex Settings
llama_index:
  context_window: 20000
  chunk_size: 2048
  similarity_top_k: 20
  embed_model: "text-embedding-3-small"

# Generation Settings
generation:
  max_tokens:
    openai: 8192
    anthropic: 16000
    gemini: 8192
    deepseek: 8192
  max_tokens_analysis: 4000
  temperature: 0.5

# Model Providers Configuration
models:
  # Default provider for UI (used in interface.py)
  default_provider: "anthropic"

  providers:
    - openai
    - anthropic
    - gemini
    - deepseek

  # Generation Models
  generation:
    openai:
      - name: "gpt-5.2"
        display_name: "GPT-5.2"
        default: true
      - name: "gpt-5-mini"
        display_name: "GPT-5 Mini"
      - name: "gpt-4.1"
        display_name: "GPT-4.1"
      - name: "ft:gpt-4o-mini-2024-07-18:personal:lp-1700-part-cd-120:AqhCe5Aq"
        display_name: "GPT-4o Mini FT1"
      - name: "ft:gpt-4o-mini-2024-07-18:personal:legal-position-1700:AbNt5I2x"
        display_name: "GPT-4o Mini FT2"

    anthropic:
      - name: "claude-opus-4-6"
        display_name: "Claude Opus 4.6"
      - name: "claude-sonnet-4-6"
        display_name: "Claude Sonnet 4.6"
        default: true
      - name: "claude-haiku-4-5-20251001"
        display_name: "Claude Haiku 4.5"

    gemini:
      - name: "gemini-3-flash-preview"
        display_name: "Gemini 3 Flash"
      - name: "gemini-3-pro-preview"
        display_name: "Gemini 3 Pro"

    deepseek:
      - name: "deepseek-chat"
        display_name: "DeepSeek Chat"

  # Analysis Models
  analysis:
    openai:
      - name: "gpt-5.2"
        display_name: "GPT-5.2"
      - name: "gpt-5-mini"
        display_name: "GPT-5 Mini"
      - name: "gpt-4.1"
        display_name: "GPT-4.1"
      - name: "gpt-4o"
        display_name: "GPT-4o"
      - name: "gpt-4o-mini"
        display_name: "GPT-4o Mini"

    anthropic:
      - name: "claude-opus-4-6"
        display_name: "Claude Opus 4.6"
      - name: "claude-sonnet-4-6"
        display_name: "Claude Sonnet 4.6"
        default: true
      - name: "claude-haiku-4-5-20251001"
        display_name: "Claude Haiku 4.5"

    gemini:
      - name: "gemini-3-flash-preview"
        display_name: "Gemini 3 Flash"
        default: true
      - name: "gemini-3-pro-preview"
        display_name: "Gemini 3 Pro"

    deepseek:
      - name: "deepseek-chat"
        display_name: "DeepSeek Chat"

# JSON Schema for Legal Position
schemas:
  legal_position:
    type: "json_schema"
    required_fields:
      - title
      - text
      - proceeding
      - category
    schema:
      type: "object"
      properties:
        title:
          type: "string"
          description: "Title of the legal position"
        text:
          type: "string"
          description: "Text of the legal position"
        proceeding:
          type: "string"
          description: "Type of court proceedings"
        category:
          type: "string"
          description: "Category of the legal position"
      required:
        - title
        - text
        - proceeding
        - category
      additionalProperties: false

# Required files for initialization
required_files:
  - "docstore_es_filter.json"
  - "bm25_retriever_short"
  - "bm25_retriever"

# Session Management Configuration
session:
  timeout_minutes: 30
  cleanup_interval_minutes: 5
  max_sessions: 1000
  storage_type: "memory"  # Options: memory, redis

# Redis Configuration (if using redis storage)
redis:
  host: "localhost"
  port: 6379
  db: 0
  password: null
  ssl: false

# Logging Configuration
logging:
  level: "INFO"
  format: "%(asctime)s - %(name)s - %(levelname)s - %(message)s"
  file: "logs/app.log"
  max_bytes: 10485760  # 10MB
  backup_count: 5
  console: true

# Gradio Interface Configuration
gradio:
  server_name: "0.0.0.0"
  server_port: 7860
  share: true
  show_error: true
  ssr_mode: true
  # Theme configuration for Gradio 6
  theme:
    base: "Soft"
    primary_hue: "blue"
    secondary_hue: "indigo"
  # Custom CSS
  css: |
    .contain { display: flex; flex-direction: column; }
    .tab-content { padding: 16px; border-radius: 8px; background: white; }
    .header { margin-bottom: 24px; text-align: center; }
    .tab-header { font-size: 1.2em; margin-bottom: 16px; color: #2563eb; }