Complete data science project (10 tools)
User wants a complete data science project. Chain search + learn for methods, code for pipeline, document for data, calculation for analysis, fileGen for export, slides for presentation, imageGen for charts, browserAgent for data sources, emailSend for distribution.
Tool chain
- 1
search
Research project methods.
- 2
learn
Learn ML frameworks.
- 3
code
Build data pipeline.
Depends on: search, learn
- 4
document
Read data specifications.
- 5
calculation
Perform statistical analysis.
Depends on: code, document
- 6
fileGen
Export analysis results.
Depends on: calculation
- 7
codedDocument
Create project presentation.
Depends on: search, calculation
- 8
imageGen
Generate visualization charts.
Depends on: calculation
- 9
browserAgent
Extract data from sources.
Depends on: search
- 10
emailSend
Distribute results.
Depends on: fileGen, codedDocument
Execution plan
- Output format
- widget-rich
- Search strategy
- deep
- Can replan
- Yes