Frameworks

Synapse

A computer-control research implementation that retrieves example trajectories from memory, abstracts task-relevant state and prompts an agent to navigate browser tasks.

AI-assisted editorial review against a primary source. This is a catalog annotation, not an independent reproduction or endorsement.

Original source ↗Read as Markdown Record JSON

What is this resource?

Resource type: Frameworks
Environment: web
Topics: memory, planning, web-navigation, imitation-learning
Record publication date: Not recorded
Evidence retrieved: 2026-10-17T12:30:54Z
Resource ID: github:ltzheng/synapse

What licenses are recorded?

Code, training data, weights, and documents can have different terms. A blank declaration means unknown, not unrestricted use.

Code: Not recorded
Data: Not recorded
Document: Not recorded
Weights: Not recorded

License review notes

Code: Unresolved conflict between README MIT badge and NTUITIVE non-commercial LICENSE, including inconsistent redistribution clauses. Keep permissions unknown rather than choose an interpretation. Source 1 Source 2

Recorded specifications

availability: Public memory, prompting, browser-experiment and fine-tuning source.
license conflict: README MIT badge versus NTUITIVE agreement; the agreement contains inconsistent distribution provisions.
repository revision: 08c3a252ff158822e50e9c109c1cd49dc2f6147d

Explore related topics

Memory Planning Web navigation Imitation learning

Scope and limitations

Training, memory-building and evaluation scripts for MiniWoB++ and Mind2Web are present. External benchmark data, model/API credentials and legacy dependencies are still required. License remains unknown: the README shows MIT, while LICENSE is an NTUITIVE non-commercial agreement that both permits some distribution and separately says distribution is prohibited. No interpretation resolves those contradictions, and no commercial or non-commercial permission is asserted. This admission confirms the released GUI implementation, not a licensing grant.

Related resources

documented by: Synapse: Trajectory-as-Exemplar Prompting with Memory for Computer Control

Primary evidence and verification

Source retrieval is separate from experiment reproduction. Use the original publication or publisher page when citing claims about the resource.

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editorial primary review
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editorial primary review
Retrieved 2026-10-17T12:32:05Z. Supports: release_status, details.repository_revision.
Content fingerprint
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editorial primary review
Retrieved 2026-10-16T06:31:20Z. Supports: relations.
Content fingerprint
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editorial primary review
Retrieved 2026-10-17T12:34:09Z. Supports: licenses.code.
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