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create agent (#6520)

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Added the create agent. Use [these
prompts](https://github.com/Stirling-Tools/Stirling-PDF-SaaS/blob/main/docgen/backend/default_templates/sample_prompts.md)
to test or try your own :)

Here’s the one I use

```
Hey, I need to generate an employee expense report for reimbursement.
Company: Summit Consulting Partners Company address: 88 Riverside Plaza, Suite 1400, New York, NY 10069 Accounting department email: [email protected]
Employee details:
* Employee Name: Michael Tran
* Employee ID: EMP-1047
* Department: Client Services
* Report Date: January 20th, 2026
* Reporting Period: January 5th, 2026 – January 16th, 2026
* Manager Approver: Laura Simmons
Trip purpose: Client onsite meetings with Atlantic Energy Solutions in Boston, MA.
Expense items:
* Flight (NYC to Boston roundtrip) — $325.40 — January 5th, 2026 — Airline ticket
* Hotel (3 nights at Harborview Hotel) — $822.75 — January 5th-8th, 2026
* Taxi from airport to hotel — $48.00 — January 5th, 2026
* Client dinner (3 attendees) — $186.20 — January 6th, 2026
* Parking at JFK Airport — $72.00 — January 5th-8th, 2026
* Breakfast (per diem not used) — $18.50 — January 7th, 2026
* Uber to client office — $22.10 — January 7th, 2026
* Printing + presentation materials — $46.90 — January 8th, 2026
* Lunch with client — $39.75 — January 8th, 2026
* Office supplies (notebooks, pens) — $27.60 — January 10th, 2026
* Mileage reimbursement (client visit in NJ, 42 miles @ $0.67/mile) — $28.14 — January 14th, 2026
* Team lunch meeting (internal) — $64.30 — January 15th, 2026
Reimbursement method should be direct deposit.
Add a notes section stating: "All receipts attached. Expenses are business-related and comply with company travel policy."
```

---------

Co-authored-by: Anthony Stirling <[email protected]>
This commit is contained in:
EthanHealy01
2026-06-11 14:18:13 +00:00
committed by GitHub
co-authored by Anthony Stirling
parent 9b877d4f8d
commit 88adb7adad
20 changed files with 1828 additions and 40 deletions
Download Patch File Download Diff File Expand all files Collapse all files
engine/src/stirling/models/agent_tool_models.py
+12 -3
View File
@@ -1,13 +1,15 @@
"""Agent tool IDs, parameter models, and registry.
tool_models.py is auto-generated from the Java OpenAPI spec. This file is its
manually-maintained counterpart for tools backed by AI agent pipelines.
Hand-maintained counterpart to the generated tool_models.py, for engine-emitted tools
hidden from the OpenAPI spec: AI-backed agents and deterministic conversions like HTML-to-PDF.
"""
from __future__ import annotations
from enum import StrEnum
from pydantic import Field
from stirling.models.base import ApiModel
from stirling.models.tool_models import ParamToolModel, ToolEndpoint
@@ -15,6 +17,7 @@ from stirling.models.tool_models import ParamToolModel, ToolEndpoint
class AgentToolId(StrEnum):
MATH_AUDITOR_AGENT = "/api/v1/ai/tools/math-auditor-agent"
PDF_COMMENT_AGENT = "/api/v1/ai/tools/pdf-comment-agent"
CREATE_PDF_FROM_HTML_AGENT = "/api/v1/ai/tools/create-pdf-from-html-agent"
class MathAuditorAgentParams(ApiModel):
@@ -25,7 +28,12 @@ class PdfCommentAgentParams(ApiModel):
prompt: str | None = None
type AgentParamModel = MathAuditorAgentParams | PdfCommentAgentParams
class CreatePdfFromHtmlAgentParams(ApiModel):
html_content: str
filename: str = Field(pattern=r"^.+\.pdf$")
type AgentParamModel = MathAuditorAgentParams | PdfCommentAgentParams | CreatePdfFromHtmlAgentParams
type AnyToolId = ToolEndpoint | AgentToolId
type AnyParamModel = ParamToolModel | AgentParamModel
@@ -33,4 +41,5 @@ type AnyParamModel = ParamToolModel | AgentParamModel
AGENT_OPERATIONS: dict[AgentToolId, type[AgentParamModel]] = {
AgentToolId.MATH_AUDITOR_AGENT: MathAuditorAgentParams,
AgentToolId.PDF_COMMENT_AGENT: PdfCommentAgentParams,
AgentToolId.CREATE_PDF_FROM_HTML_AGENT: CreatePdfFromHtmlAgentParams,
}