General Purpose Framework

Build anything with agents

Veska isn't locked to one use case. Research pipelines, content workflows, customer support, code generation — you define what your agents do.

Research & Analysis

Build agents that research topics, analyze data, and produce structured reports. One agent gathers sources, another synthesizes findings, and the orchestrator delivers a polished result.

Multi-agent research pipelines
Automated data collection and summarization
Structured output for reports and insights
Memory to build knowledge over time

Content Workflows

Create multi-step content pipelines. A researcher gathers context, a writer drafts content, an editor polishes it — all orchestrated automatically with delegation and tool use.

End-to-end content generation
Multi-agent review and editing
SEO optimization with tool integration
Streaming for real-time preview

Customer Support

Deploy agents that handle customer queries, escalate complex issues to specialist agents, and ask users for clarification when needed — with full conversation history.

Session-based conversation tracking
Human-in-the-loop for escalation
Multi-model for cost optimization
Persistent memory per customer

Code Generation

Agents that write, review, and test code. An architect plans the structure, a developer writes implementation, a reviewer checks for issues — with built-in security sandbox.

Multi-agent code pipelines
Sandboxed code execution
Structured output for code blocks
File management tools built in

Data Processing

Build pipelines that ingest documents, extract structured data, validate it against schemas, and store results — handling images, PDFs, and text with multi-modal support.

Multi-modal input (images, PDFs, audio)
Pydantic validation with auto-retry
Parallel processing with task planner
Caching for repeated operations

Task Automation

Automate complex workflows that require reasoning. Agents decide what steps to take, which tools to use, and when to ask for human input — adapting to unexpected situations.

Dynamic task planning
Tool use for external integrations
Error recovery with 3-level system
Human-in-the-loop for approvals

General Purpose

These are just starting points

Veska is a general-purpose framework. These use cases show what's possible, but agents can do anything you can describe. Your imagination is the only limit.

10+
Pre-built tools
4
Memory backends
Unlimited
Use cases

Ready to build your use case?

Start with the docs, create your first agent, and bring your idea to life.