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Applications

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15.1 SummarizerApp (Meeting & Email Summarization)

Status Import: from gaia.apps.summarize.app import SummarizerApp, SummaryConfig Detailed Spec: spec/summarizer-app Purpose: Process meeting transcripts and emails to generate structured summaries with action items. 
from gaia.apps.summarize.app import SummarizerApp, SummaryConfig

# Configure summarizer
config = SummaryConfig(
    model="Qwen3-Coder-30B-A3B-Instruct-GGUF",
    input_type="transcript",  # or "email", "auto"
    styles=["executive", "participants", "action_items"],
    max_tokens=1024
)

app = SummarizerApp(config)

# Summarize meeting transcript
result = app.summarize_file(
    input_file="meeting_2024-12-11.txt",
    output_file="summary.json"
)

print(result["summaries"]["executive"])
print(result["summaries"]["action_items"])

# Email summarization
email_config = SummaryConfig(
    input_type="email",
    styles=["brief", "action_items"]
)

email_app = SummarizerApp(email_config)
result = email_app.summarize_text(email_content)

# Output includes:
# - Executive summary
# - Participant list
# - Action items with owners
# - Key decisions
# - Timestamps and metadata

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CLI Usage

# Summarize meeting transcript
gaia summarize meeting.txt \
    --type transcript \
    --styles executive,participants,action_items \
    --output summary.json

# Summarize email
gaia summarize email.txt \
    --type email \
    --styles brief,action_items

# Multiple summary styles
gaia summarize meeting.txt \
    --styles brief,detailed,bullets,executive,action_items