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| # Example Configuration for SciEvo 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 | |