Common Platform Integrations
| Platform | Typical Actions |
|---|---|
| Google Docs | Create, read, update documents |
| Google Sheets | Read/analyze/update spreadsheet data |
| Google Drive | Search files, read docs, organize content |
| Google Calendar | Read schedule, create events |
| Gmail | Draft/search emails |
| Google Chat | Respond in DM and group Spaces |
| Notion | Read/update pages and databases |
| Custom APIs (MCP) | Call external/internal services through custom connectors |
Input and Output Types
| Type | Supported |
|---|---|
| Input | Google Docs/Sheets, PDFs, text files, common images, selected attachments |
| Output | Text responses, structured summaries, links to created docs/sheets, tool-driven actions |
Conversation and Collaboration
| Capability | Notes |
|---|---|
| Streaming responses | Replies appear progressively in chat |
| Multi-turn context | Recent context is used for follow-up questions |
| Group Space routing | @BrainTrust routes to best-fit expert in that group Space |
| Multi-expert support | Multiple experts can coexist in one group Space |
Automation
| Capability | Notes |
|---|---|
| Cron triggers | Run tasks on schedules |
| Calendar triggers | Run tasks based on calendar events |
| DM/Space delivery | Trigger output can be delivered to DM or group Space |
Practical Limits
- Tool access depends on configured credentials.
- Behavior quality depends heavily on prompt quality.
- Large/complex requests may take longer to complete.
- Some capabilities are expert-specific, not global defaults.
Code Execution (Sandbox)
Experts can execute Python code in an isolated sandbox environment.| Aspect | Details |
|---|---|
| Language | Python |
| Isolation | Fully sandboxed — no access to host system |
| Use cases | Data processing, calculations, chart generation, file transformation |
| File handling | Sandbox outputs files back to the agent filesystem; files can be exported as downloadable links |
| Input files | Sandbox has access to input_files passed from the agent workspace |
Memory and Context
| Type | How It Works |
|---|---|
| Conversation history | Recent turns are included in context automatically. The number of turns is bounded by the session history setting. |
| Long-term memory | Experts use Mem0 to remember user preferences, past decisions, and context across sessions. Memory is per-user. |
| Knowledge base (RAG) | If a Google Drive folder or knowledge base is configured, relevant documents are retrieved via semantic search and injected into context. |
Next Steps
Connecting Tools and Integrations
Configure credentials and integration access.
Expert Fields Reference
See which fields influence capability behavior.
Troubleshooting
Resolve common capability and response issues.
Glossary
Learn key terms used in this page.