A full development environment to build, customize, and deploy any type of autonomous AI agent. Edit configurations through chat, visualize execution in real-time, and ship agents with intelligent memory — all from one interface.
Build any agent · YAML-based config · Real-time SSE streaming · Intelligent vector memory · 200+ tool integrations
agent name: "Research Assistant" description: "Deep research & report agent"workflow max_iterations: 25 model_tier: "turbo" reasoning: truetools - web_search max_results: 10 domains: ["scholar", "arxiv"] - connections inherit: truememory enabled: true search_mode: "hybrid" auto_index: truesystem_prompt: "You are a research..."From medical assistants to research agents to marketing automations to legal reviewers — design the agent, define the workflow, pick the model, and deploy. No limits on what you can build.
Analyze patient data, review medical literature, assist with differential diagnosis, and generate clinical summaries with evidence-based citations.
Deep-dive research across the web and your knowledge bases. Synthesize findings into structured reports with citations.
Build conversational agents that handle customer support, onboarding, FAQs, and multi-turn dialogues with persistent memory across sessions.
Create campaigns, manage ad platforms, generate creatives, and analyze performance — all autonomously.
Review contracts, extract clauses, compare against templates, and flag compliance risks automatically.
Debug code, write tests, manage deployments, monitor infrastructure, and automate DevOps workflows.
Generate images, write copy, design layouts, and produce content across multiple formats and channels.
Build any agent for any domain. Define custom tools, workflows, models, and memory — completely from scratch.
Chain agents sequentially where each stage feeds the next, or run worker agents in parallel for maximum throughput. Mix both patterns in a single workflow.
Each stage feeds into the next
Build multi-step workflows where each agent completes its task before passing results to the next. Perfect for research-to-report, draft-to-review, or extract-to-analyze flows.
Researcher
Gathers data from web & knowledge bases
Generator
Creates report from research findings
Validator
Fact-checks, scores quality, flags issues
workflow: sequential · 3 stages · output passes forwardMultiple agents run simultaneously
Spawn multiple worker agents that execute in parallel. Results are collected and merged when all workers complete. Ideal for multi-source research, batch processing, or A/B testing.
Coordinator
Distributes tasks to workers
Worker A
Web sources
Worker B
Internal docs
Worker C
Competitor data
Aggregator
Merges results into final output
workflow: parallel · 3 workers · results merged on completionEvery conversation thread gets its own vector memory store. As the agent works, key insights, decisions, and facts are automatically embedded and stored — enabling perfect recall across long, multi-turn conversations.
High-Dimensional Embeddings
State-of-the-art 1024-dimensional embeddings for deep semantic understanding of every piece of information.
Hybrid Search
Combines keyword matching with semantic vector search. Get exact matches and conceptual relevance in a single query.
Automatic Indexing
Tool results, web search findings, and key conversation points are indexed automatically — no manual curation needed.
Thread Isolation
Each conversation thread has isolated memory. Switch between threads with complete context separation.
Memory Store — Thread #2847
Watch your agent think, reason, and act in real-time. Every operation streams structured events — from the first token to the final cost summary.
tokenIncremental text tokens as the agent generates
thinkingInternal reasoning traces and chain-of-thought
tool_startTool invocation begins with name and parameters
tool_resultTool execution completes with results
sourcesReferenced URLs and documents used
agent_spawnSub-agent spawned for parallel tasks
errorError details with recovery context
doneStream complete with cost and token summary
GlassBox agents come with powerful built-in tools and inherit all connections from the parent Neura agent. Define custom tools or use what's already there.
Real-time web search built in. Configurable result count, domain filtering, and content extraction. Results are automatically indexed into thread memory.
Transparent bridge to all of Neura's service connections. Ads platforms, CRMs, messaging, cloud storage, dev tools — all available without extra configuration.
Define custom tools with JSON schemas in your config. Tools are dynamically loaded and validated at runtime. Add API integrations, data processors, or any custom logic.
Every agent can use a different model tier. Mix Standard for cost efficiency, Turbo for complex reasoning, and Finetuned for domain-specific tasks.
Production-grade open-source models with excellent cost efficiency. Ideal for most agent workflows.
Premium frontier models for complex reasoning, creative tasks, and high-stakes decisions.
Deploy your own fine-tuned models trained on domain-specific data through Neura's Training Pipeline.
Import any Neura agent's full configuration into GlassBox. System prompts, tool configs, and workflow definitions are instantly editable.
API keys, credentials, and internal configs are automatically hidden from the chat interface. Full security without manual configuration.
Experiment freely — reset any file or the entire project to its original state with a single click. Every version is preserved.
Describe changes in natural language. The IDE modifies system prompts, tool configs, workflows, and model settings — no code required.
Design agent workflows with configurable stages. Each stage can use different models, tools, and logic — compose them into powerful pipelines.
Every conversation thread has its own vector memory. High-dimensional embeddings with hybrid keyword + semantic search for perfect recall.
Connect to any service through the native tool bridge. Your GlassBox agent inherits all tools from the parent Neura agent automatically.
Native web search built right in. Agents can research, verify facts, and pull real-time data from the web during any task.
Watch your agent think, plan, and act in real-time. SSE streams deliver tokens, reasoning traces, tool calls, sources, and artifacts live.
Choose from Standard, Turbo, and Finetuned model tiers. Different stages of your workflow can use different models optimized for their role.
Every agent is defined by a clean config file — workflows, model settings, tool definitions, memory config, and system prompts in one place.
Sensitive files are hidden from the chat interface. Content sanitization prevents prompt injection. Full audit trail for every change.
From simple chatbots to complex autonomous workflows — GlassBox gives you full control over every aspect of your agent's behavior.