opricore

Design Advanced AI Agents

Highlights

Multi-Agent Management

Parallel & Serial Execution

Build ReAct runtime loops that orchestrate agents serially or in parallel. Run designed agents locally (Ollama/HuggingFace), track real-time token/cost stats, and monitor execution.

Agent Console
GraphRAG & Vector RAG

Neo4j & FalkorDB Backends

Hybrid graph/vector RAG over FalkorDB and Neo4j datastores. Features SHA-256 hash de-duplication (dedup) on file ingest and semantic query caching to optimize token usage.

GraphRAG Console
Form Designer

Dynamic and event-driven forms

Design visual schemas and event scripts to collect clean data from office or field agents.

Form Designer
Workflow Designer (Circuit)

Drag-and-Drop DAG Canvas

Developed under opricoredesign, this visual workspace connects agents, dynamic input forms, custom plugins, and custom Python/JS code blocks with conditional loop-backs.

Circuit Console
Plugins & SDK

Vital Expansion Layer

Critical expansion platform. Package custom services via SDK to deploy stateless FunctionNode or stateful ObjectNode adapters dynamically.

Plugins Console

Powerful Features

Prompt Collections

Template Libraries
Central management of system prompt collections. Store, version control, and query template files governing AI agent behaviors.

Model Configurations

Custom Specs & Constraints
Define model temperature parameters, context window sizes, and custom target presets for local or cloud LLM profiles.

Provider Management

High Security API Management
Configure and manage Ollama, OpenAI, Anthropic, Gemini, and HuggingFace API key integrations securely under industry-standard high protection policies.

Job-Based Runtime

Asynchronous States & Snapshots
Resilient asynchronous job execution queue. Capture pause/resume state snapshots, accept form/chat input interrupts, and track live status via SSE.

Scheduled Jobs

Cron & One-Off Triggers
Automated cron or scheduled jobs. Enforce task concurrency limits, view planned executions on visual calendar, and check detailed audit triggers.

Application & Entity Manager

AppManager, EntityManager & Dedup
Dynamically register and orchestrate system modules via AppManager, model complex organizational data schemas and relationships via EntityManager, and eliminate duplicate files and code templates across the platform with content-based de-duplication (dedup).

Log Management

Buffered Batch Database Logging
Performant database session logging. Audit agent thoughts, tool logs, parameter metrics, and exception tracebacks step-by-step.

Language, Themes & Security

13 UI Themes & Authorization
Turkish/English multi-language and 13 pre-built interface themes. Advanced role-based permissions (authClass/authObjects manifest).