Admin Panel

Data Sources

Color	Source Name	Product Count	Status	Actions
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System Users

Username	Role	Actions
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Select a template

Template Name (Dropdown Label)

WHERE Clause

Note: These templates will appear in the "Load Predefined Template" dropdown in the main dashboard. You can use placeholders like 'X' or 'Y' to prompt users to replace them.

Select a prompt

Note: Be very careful not to delete any variables inside curly braces (e.g., {product_ctx} or {fields_json}) as the system needs them to inject data!

Research API Services

Manage external keys only. Flow, steps, prompts, rules, and workers are controlled in Enrich Config.

Add Gemini Key

Add Serper Key

Scope

Research Config does not control execution. Use Enrich Config to enable tools, change order, rules, prompts, columns, or workers.

API Key Status

Name	Provider	Key	Loaded	Credits	Status	Actions
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Enrich Config

Control Research flow, steps, columns, rules, sources, prompts, workers, and timeouts.

The Runtime switch activates this flow for Research. If it is off, Research keeps using the previous behavior.

Execution Steps

Drag rows to change order. The saved order becomes the real execution priority.

Order	Enabled	Step	Columns	Methods	Priority
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Select a step

Enabled

Step key Label Execution type Script / tool name Priority Description

Columns & Methods

Target columns

Context columns

Methods/tools used by this step

This list order is the real tool execution order inside the step.

Select a tool

Select a tool to see what can be configured.

Tool instructions / orders

Tool prompt name Tool prompt content

Select a tool to see the effective prompt.

Tool source refs

Search sites/domains Query hints

Max queries

Results/query

Timeout sec

Applies only to Serper. Supports placeholders such as {description}, {manufacturer}, {upc}, {mfg_id}, {caliber}, {fields}.

Max pages

Timeout sec

Applies only to Scraper. Controls how many pages are opened and how long each page may wait.

Snapshot name

Min source count

Snapshot fields Exact-only fields Token-match fields Read SQL template Snapshot rebuild SQL template

These SQL templates affect the real flow. Only SELECT statements are allowed. Placeholders: :snapshot_name, :min_source_count, {field_sql}, {product_table_sql}.

Calculation formula / rule

Applies to Calculation/script. Shotgun payload and ounce rules are configured in Tool rules JSON.

Advanced tool JSON

Tool rules JSON

Tool runtime JSON

Rule/source files for this step

Only the files attached below apply to the selected step.

Attached to selected step

No files attached.

File library

No files loaded.

Manual references

Step Rules

Minimum confidence to apply

Send conflicts to review

Leave blank when evidence is weak

Require exact product match

Never infer UPC / Mfg ID

Search web when required values are missing

Calculation formula or rule

Tools, Search & Prompt

Gemini

What Gemini should do in this step Prompt name Prompt content

Serper / web search

Search sites or order What to extract Query hints

Advanced JSON

Rule config JSON Runtime override JSON Apply policy JSON

Global Rules & Prompt

Use Enrich flow for Research

General prompt/rules

Never invent values

Require source/evidence before apply

Do not overwrite existing values without review

Weak evidence policy Default search sites/order Default extract targets

Advanced global JSON

Runtime Limits

Product workers

Inference workers

Gemini workers

Serper workers

Default timeout

Web timeout

Retries

Max products

Correct Action Groups

Shared operations that run related columns together with one flow and prompt.

Enabled	Action	Fields	Priority	Group
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Select a Correct action

Edit the action flow, scoped rules, validation steps and prompt.

Methods for this selection

Select a row.

Select a Correct action.

API Clients

Client	Status	Token
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API Base

/api/v1

Select an API client

Client name

Client key

Active

Fetch from Lex

Write to Lex

Endpoint Permissions

Select an API client.

Field Permissions

Field	Database column	Read	Write
Select an API client.

Recent API Activity

Time	Client	Request	Status	Duration	Correlation ID
No API activity yet.