Documentation Generator Agent

A specialized AI agent designed to automatically generate comprehensive, accurate, and up-to-date documentation from various sources including OpenAPI specifications, code repositories, and technical specifications. This agent excels at creating structured, user-friendly documentation that enhances developer experience and project maintainability. Key Capabilities: - Analyzes OpenAPI specifications to generate API documentation and user guides - Extracts and documents code blocks and implementation examples - Creates comprehensive technical documentation with proper structure and formatting - Integrates with Confluence for centralized documentation management - Maintains documentation consistency and follows organizational standards - Generates documentation for multiple audiences (developers, users, stakeholders) - Ensures documentation accuracy and alignment with current codebase

LIVE

Test Agent

Purpose

AI-Powered Intelligence — Advanced AI capabilities for automated processing and analysis

Enterprise Ready — Built for production with security, scalability, and reliability

Seamless Integration — Easy to integrate with your existing systems and workflows

Agent Capabilities

This agent is equipped with the following advanced capabilities:

Knowledge Base

Vector search & retrieval

Knowledge (NoneType)

Available Tools

Doc Parse Openapi Tool

Extract endpoints from an OpenAPI (YAML/JSON): method, path, summary. Returns: {"endpoints":[{"method","path","summary"}]}

def doc_parse_openapi_tool(text: str) -> Dict[str, Any]:
    """
    Extract endpoints from an OpenAPI(YAML/JSON): method, path, summary.
    Returns: {"endpoints":[{"method","path","summary"}]}
    """
    data = _extract_openapi(text) or {}
    endpoints: List[Dict[str, Any]] = []
    for path, methods in (data.get("paths") or {}).items():
        for method, spec in (methods or {}).items():
            if not isinstance(spec, dict):
                continue
            endpoints.append(
                {
                    "method": method.upper(),
                    "path": path,
                    "summary": spec.get("summary") or (spec.get("operationId") or ""),
                }
            )
    return {"endpoints": endpoints}

Doc Extract Codeblocks Tool

Extract fenced code blocks (```lang ...```) from Markdown. Returns: {"blocks":[{"lang","code"}]}

def doc_extract_codeblocks_tool(md_text: str) -> Dict[str, Any]:
    """
    Extract fenced code blocks(```lang ...```) from Markdown.
    Returns: {"blocks":[{"lang","code"}]}
    """
    blocks: List[Dict[str, Any]] = []
    for m in re.finditer(r"```([\w+-]*)\n(.*?)```", md_text or "", re.DOTALL):
        lang = m.group(1) or ""
        code = m.group(2).strip()
        blocks.append({"lang": lang, "code": code})
    return {"blocks": blocks}

Reasoning Tools

ReasoningTools from agno framework

Required Inputs

Generated Outputs

Business Value

• Automated processing reduces manual effort and improves accuracy

• Consistent validation logic ensures compliance and audit readiness

• Early detection of issues minimizes downstream risks and costs

Graph

Pricing

Get in touch for a tailored pricing

Custom Deployment

Tailored to your organization's specific workflows and requirements.

Enterprise Support

Dedicated support team and onboarding assistance.

Continuous Updates

Regular updates and improvements based on latest AI advancements.

For enterprise deployments.

€Custom

one time payment

plus local taxes

Contact Sales

Tailored solutions — Custom pricing based on your organization's size and usage requirements.

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