AI Research Agents
When you need a custom answer, not a structured data field.
1.OrbAI — orb_ai
General React research agent with search and scraping, plus optional structured schema output.
Inputs
Field | Required | Description |
|---|---|---|
input | ✅ | User query or instruction |
model | — | LLM model ID |
output_schema | — | JSON schema string |
max_iterations | — | Max tool-call iterations |
Outputs
Field | What you get |
|---|---|
output | Final string or JSON-shaped result |
steps | Agent step trace |
confidence | Optional confidence (0–100) |
source | Optional source metadata |
errors | Any issues that came up |
🔗 Chain it: orb_ai → ask_orb → create_entity
2.Ask Orb — ask_orb
Compact Q&A research agent returning a short verdict, detail, and source.
Inputs
Field | Required | Description |
|---|---|---|
question | ✅ | Free-form question |
Outputs
Field | What you get |
|---|---|
verdict | Compact answer token or text |
detail | Short supporting explanation |
source | Optional source metadata |
errors | Any issues that came up |
🔗 Chain it: ask_orb → create_entity