Product Overview

1. Introduction

TimechoAgent is an intelligent database assistant for TimechoDB. Describe what you need in everyday language in your browser. The assistant can query data, perform authorized database operations, and explain the results.

You can ask follow-up questions and provide additional materials in the same conversation, whether you are querying device metrics, generating charts, preparing operations reports, or consulting operating procedures. For operations that write or delete data, the platform requests approval according to its rules and keeps records for later review.

2. Core Capabilities

• Database operations in natural language: Describe the data to query or the task to perform. The assistant generates database commands and executes them within the permissions and approval rules of the account.
• Data analysis and deliverables: Summarize and compare data, display line or bar charts, export query results as CSV, and generate Markdown reports from data already queried.
• Document reading and knowledge assistance: Read attachments, answer questions using procedures in the knowledge base, and cite sources. Models with image understanding can also read images and scanned documents.
• Conversation and workspace management: Continue discussing a task, save personal preferences, write SQL, scripts, or drafts to the conversation workspace, and edit or download them later. Workspace files are saved without being executed automatically.
• Permissions, approvals, and audits: Assign administration and approval permissions by role, bind database connections to users, and record execution results, approvals, and usage for authorized reviewers.
• Forecasting and external tools: After an administrator completes configuration, call TimechoAI for time-series forecasting or connect to other services through external tools. Data transfers require approval under platform rules.

3. Use Cases

Scenario	Example request	Result
Routine data queries	"Find yesterday's average temperature for each device and list the five highest."	Query results and statistical explanations, with follow-up charts or exports available
Operations checks	"Check database node and disk status and list anything requiring attention."	Status results and details for operations staff to assess
Operations reports	"Generate a daily operations report from the data already queried in this conversation, stating its coverage."	A Markdown report that can be copied or downloaded
Operating procedures	"Explain the inspection steps after a temperature limit is exceeded, using the equipment procedures in the knowledge base."	An answer with document names, page numbers, or section references
Scripts and drafts	"Save the inspection SQL to the workspace, then change it to aggregate by hour."	A text file that can be edited, copied, or downloaded
Trend forecasting	"Forecast this device's temperature for the next hour."	Forecast values and a history/forecast chart after approval; requires a configured forecasting service and suitable data

The available queries and operations depend on the database permissions bound to the account. Check results against your business requirements before using reports or applying database changes. Subsequent sections explain the steps and limits.

4. Workspace Layout

Area	Common entries and purpose
Workbench on the left	Conversation Workbench for questions; Conversation Management for renaming, summaries, and trash management
Knowledge and Memory on the left	Knowledge Base for available reference materials; Memory for personal preferences
Governance and Audit on the left	Usage Statistics for consumption; authorized administrators can also access Audit Center
System Management on the left	Platform administrators configure agents, skills, models, external tools, and users; Execution Channels is available to platform and database administrators
Conversation area	Enter questions, upload materials, and view answers, query results, charts, and approval cards
Right side of the conversation page	View Context Preview, Execution Channels, and Workspace; approvers can also view pending operations
User menu at the upper right	Change Password, API Token, About, and Sign Out

Available entries vary by role. If an administration entry is missing, ask the platform administrator to check your permissions.

5. Recommended Reading Order

If you already have a URL and account, start with Quick Start. You do not need to read installation commands first.

Role or task	Recommended reading order
Regular users	Quick Start → Common Features → Approval and Audit
Database administrators	Quick Start → Approval and Audit
Platform administrators	Platform Administration, with Approval and Audit as needed
Deployment and operations staff	Installation and Deployment → Routine Operations → Backup, Recovery, and Upgrades; consult Configuration and Monitoring for configuration and monitoring
Script or system integrators	API Tokens and Integration, and Approval and Audit for database operations
Troubleshooting and support	FAQ and Support