No directly supporting official source has passed field-level review.
UnverifiedIntelligence GapNo accepted sourceD
Evidence-backed profile summary
Agenova records DeepTutor as a workflow automation product from HKUDS. Accepted availability evidence: The official repository documents installation as a Python package, local development requirements and container-oriented deployment paths.
- Category
- Workflow automation
- Purpose taxonomy
- Business Operations (ade-1a.v1)
- Pricing
- Open Source
- Deployment
- Self Hosted
- Source freshness
- Attention required
- Evidence coverage
- 1 of 8 fields
- Execution status
- No published execution evidence
- Last assessed
- 2026-09-09
- Last source scan
- 2026-09-20
- Last material change
- 2026-09-14
Canonical Agent entity
What is DeepTutor?
DeepTutor is a self-hostable tutoring Agent that combines guided learning, research, document retrieval and tool-based problem solving.
DeepTutor provides a personalized tutoring experience through a single Agent loop with learning modes, knowledge retrieval, research, problem-solving and optional partner integrations. Its official repository documents packaged Python installation, local development and container-oriented deployment. Evaluate source quality, model and embedding costs, learner-data privacy, tool sandboxing and teaching reliability before adoption.
Evidence boundary
What is verified—and what remains unknown.
Source-backed now
- DeploymentThe official repository documents installation as a Python package, local development requirements and container-oriented deployment paths.
Not yet verified
- PricingNo accepted public source currently supports this field.
- CapabilitiesNo accepted public source currently supports this field.
- Enterprise controlsNo accepted public source currently supports this field.
- Privacy & data policyNo accepted public source currently supports this field.
- IntegrationsNo accepted public source currently supports this field.
- Regional availabilityNo accepted public source currently supports this field.
- Execution reliabilityNo publication-approved execution evidence.
Decision readiness
Evidence coverage: 13%
1 of 8 decision fields supported. Evidence coverage is not a product score.
- Source-Backed
- 1
- Execution-Verified
- 0
- Intelligence Gap
- 6
- Execution Evidence Gap
- 1
FieldCurrent answerEvidence stateSourceLast assessed
No directly supporting official source has passed field-level review.
UnverifiedIntelligence GapNo accepted sourceCONDITIONAL — official first-party source: The official repository documents installation as a Python package, local development requirements and container-oriented deployment paths.
Source-BackedDeepTutor official official repository sourceNo directly supporting official source has passed field-level review.
UnverifiedIntelligence GapNo accepted sourceNo directly supporting official source has passed field-level review.
UnverifiedIntelligence GapNo accepted sourceNo directly supporting official source has passed field-level review.
UnverifiedIntelligence GapNo accepted sourceNo directly supporting official source has passed field-level review.
UnverifiedIntelligence GapNo accepted sourceNo publication-approved execution evidence is available for this Agent.
UnverifiedExecution Evidence GapNo accepted sourceEvaluation status
Execution status: No published execution evidence
Documented product facts and Source-Backed claims do not establish execution quality or performance. Only publication-approved execution evidence can create an Execution-Verified state.
Product facts and market availability
Known facts, with boundaries visible.
- Pricing
- Open SourceProduct record
- Deployment
- Self HostedProduct record
- Languages
- English
- Provider-listed markets
- GlobalProvider-listed; not verified availability
- Independently verified availability
- Unverified
- Access requirements
- Not recorded
- Payment access
- Not verified
- Network dependency
- Not verified
- Integrations
- Not recordedNot verified
Published change intelligence
Recent Changes
DeepTutor v1.6.8 documents this product change: DeepTutor v1.6.8 Release Notes Release Date: 2026.09.14 v1.6.8 lands twenty-two community pull requests and a sweep of the reports behind them.
This update covers the v1.6.8 release notes and does not infer behavior beyond the official release description.
- Affected field
- Product fact
- Evidence state
- Source-Backed
- Decision impact
- No published decision impact recorded
DeepTutor has a verified change to deployment observed excerpt: release workflows now reject misleading or non-version tags before they can displace the latest stable release. upgrade notes pip install -u deeptutor; docker users pull ghcr.io/hkuds/deeptutor:latest.
This fact is limited to deployment observed excerpt and does not make claims about other product areas.
- Affected field
- Product fact
- Evidence state
- Source-Backed
- Decision impact
- No published decision impact recorded
DeepTutor has a verified change to integrations observed excerpt: connect antigravity, hermes agent, openclaw, or deepseek harness instead. the web playground and /api/v1/plugins/* tester api are removed. deeptutor plugin list/info still inspects runtime tools and capabilities.
This fact is limited to integrations observed excerpt and does not make claims about other product areas.
- Affected field
- Product fact
- Evidence state
- Source-Backed
- Decision impact
- No published decision impact recorded
Capability intelligence · Evidence-aware, not a ranking
Capabilities and evidence
Documented product intelligence is not execution evidence or a performance claim. No publication-approved Execution-Verified edge appears unless its governed evidence passes.
No evidence-qualified capability edge is published for this profile. Provider-listed labels are not promoted as verified capabilities.
View full evidence audit9 audited fields · default collapsed
Identity
Source-Backed · 2 matching sources · 2026-09-09SourceSupportsEvidence stateLast checked
Version
Unverified · 0 matching sources · 2026-09-09No accepted supporting source is recorded for this field.
Capabilities
Unverified · 0 matching sources · 2026-09-09No accepted supporting source is recorded for this field.
Pricing
Unverified · 0 matching sources · 2026-09-09No accepted supporting source is recorded for this field.
Deployment
Source-Backed · 1 matching source · 2026-09-09T18:51:39.952ZSourceSupportsEvidence stateLast checked
DeepTutor · DeepTutor official official repository sourcedeploymentSource-Backed2026-09-09T18:51:39.952Z
Enterprise controls
Unverified · 0 matching sources · 2026-09-09No accepted supporting source is recorded for this field.
Privacy & data policy
Unverified · 0 matching sources · 2026-09-09No accepted supporting source is recorded for this field.
Integrations
Unverified · 0 matching sources · 2026-09-09No accepted supporting source is recorded for this field.
Regional availability
Unverified · 0 matching sources · 2026-09-09No accepted supporting source is recorded for this field.
Traceable provenance
Official sources
These sources support only the fields named below. A missing source is reported as unknown, not as a negative product claim.
SourceType and providerSupportsReviewed
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