Skip to main content
POST
/
agent
/
datascience
Datascience Agent And Report
curl --request POST \
  --url https://chat.sambanova.ai/api/agent/datascience \
  --header 'Authorization: Bearer <token>' \
  --header 'Content-Type: multipart/form-data' \
  --form 'files=<string>' \
  --form 'prompt=<string>' \
  --form files.items='@example-file'
{
  "content_type": "text/html",
  "title": "Data Science Analysis Report",
  "html": "<!DOCTYPE html>\n<html>\n<head>\n  <title>Data Science Analysis Report</title>\n  <style>/* Professional styling */</style>\n</head>\n<body>\n  <h1>Exploratory Data Analysis Report</h1>\n  <h2>Dataset Overview</h2>\n  <p>The dataset contains 1,000 rows and 15 columns...</p>\n  <h2>Statistical Summary</h2>\n  <table><!-- Summary statistics --></table>\n  <h2>Visualizations</h2>\n  <img src=\"data:image/png;base64,...\" alt=\"Distribution Plot\">\n  <img src=\"data:image/png;base64,...\" alt=\"Correlation Heatmap\">\n  <h2>Key Findings</h2>\n  <ul>\n    <li>Strong correlation between features X and Y</li>\n    <li>Missing values detected in column Z</li>\n  </ul>\n</body>\n</html>\n"
}

Authorizations

​
Authorization
string
header
required

SambaNova API Key

Body

multipart/form-data

Request for data science agent json object

​
files
file[]
required

One or more files to be analyzed.

​
prompt
string
required

The main prompt for the data science agent.

Response

Successful Response

Generated HTML report for exploratory data analysis (EDA)

​
content_type
string
required

MIME type of the generated report (should be 'text/html')

Example:

"text/html"

​
title
string
required

Title of the analysis report

Example:

"Data Science Analysis Report"

​
html
string
required

Full HTML content of the generated report

Example:

"<!DOCTYPE html>\n<html>\n<head>\n <title>Data Science Analysis Report</title>\n <style>/* Professional styling */</style>\n</head>\n<body>\n <h1>Exploratory Data Analysis Report</h1>\n <h2>Dataset Overview</h2>\n <p>The dataset contains 1,000 rows and 15 columns...</p>\n <h2>Statistical Summary</h2>\n <table><!-- Summary statistics --></table>\n <h2>Visualizations</h2>\n <img src=\"data:image/png;base64,...\" alt=\"Distribution Plot\">\n <img src=\"data:image/png;base64,...\" alt=\"Correlation Heatmap\">\n <h2>Key Findings</h2>\n <ul>\n <li>Strong correlation between features X and Y</li>\n <li>Missing values detected in column Z</li>\n </ul>\n</body>\n</html>\n"