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2b06ef9 0913c52 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 | # Example Configuration for SciDER Workflows
# Copy and modify these settings as needed
# ==================== Example 1: Ideation Only ====================
example_ideation_only:
research_query: "self-supervised learning for protein structure prediction"
research_domain: "computational biology"
workspace_path: "./workspace/protein_research"
run_data_workflow: false
run_experiment_workflow: false
ideation_agent_recursion_limit: 50
# ==================== Example 2: Ideation + Data Analysis ====================
example_with_data:
research_query: "improve sentiment analysis on social media data"
research_domain: "natural language processing"
workspace_path: "./workspace/sentiment_analysis"
data_path: "./data/twitter_sentiment.csv"
data_desc: "Twitter dataset with sentiment labels"
run_data_workflow: true
run_experiment_workflow: false
ideation_agent_recursion_limit: 50
data_agent_recursion_limit: 100
# ==================== Example 3: Full Pipeline ====================
example_full_pipeline:
research_query: "predict stock prices using LSTM models"
research_domain: "machine learning"
workspace_path: "./workspace/stock_prediction"
data_path: "./data/stock_prices.csv"
data_desc: "Historical stock price data with technical indicators"
run_data_workflow: true
run_experiment_workflow: true
max_revisions: 5
ideation_agent_recursion_limit: 50
data_agent_recursion_limit: 100
experiment_agent_recursion_limit: 100
# ==================== Example 4: Chemistry Research ====================
example_chemistry:
research_query: "design novel drug molecules for cancer treatment"
research_domain: "computational chemistry"
workspace_path: "./workspace/drug_design"
data_path: "./data/molecular_properties.csv"
run_data_workflow: true
run_experiment_workflow: true
max_revisions: 3
repo_source: null # No existing code repository
# ==================== Example 5: Time Series Forecasting ====================
example_timeseries:
research_query: "forecast energy consumption using transformer models"
research_domain: "time series analysis"
workspace_path: "./workspace/energy_forecast"
data_path: "./data/energy_consumption.csv"
data_desc: "Hourly energy consumption data for 2 years"
run_data_workflow: true
run_experiment_workflow: true
max_revisions: 7
# ==================== Advanced Configuration Tips ====================
#
# Recursion Limits:
# - Ideation: 30-70 (depends on topic complexity)
# - Data: 80-150 (more for complex data analysis)
# - Experiment: 80-150 (more for complex experiments)
#
# Max Revisions:
# - Simple experiments: 3-5
# - Complex experiments: 5-10
#
# Data Path:
# - Supports: CSV, JSON, Excel, Parquet
# - Can be file or directory
#
# Repo Source:
# - Local path: "./code" or "/absolute/path"
# - Git URL: "https://github.com/user/repo"
# - Leave empty/null for fresh start
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