Upsonic

Source#

• Repository: Upsonic/Upsonic
• Last source update: 2026-04-05
• Last verified: 2026-04-05

Tags#

Integration notes#

Repository is focused on tool/server interoperability; wrap in bounded worker contracts for production use.

worker.md example#

Starter worker.md contract mapped from this registry entry. Copy this file and adapt schemas, constraints, and statuses for your task.

---
id: upsonic-repo-derived-worker
name: Upsonic Repo-Derived Worker
version: 1.0.0
source_registry_url: https://worker.md/registry/upsonic/
source_repository: https://github.com/Upsonic/Upsonic
repository_default_branch: master
repository_language: Python
repository_license: MIT
repository_updated_at: 2026-04-05
worker_mode: tool-gateway-worker
derivation_method: github_repository_metadata_plus_raw_readme
derivation_confidence: 0.95
derived_on: 2026-04-05
tags:
  - agent
  - agent-framework
  - claude
  - computer-use
  - llms
  - mcp
---

# Upsonic Repo-Derived Worker

## Repo-derived summary
- Registry summary: Agent Framework For Fintech and Banks
- Repository description: Agent Framework For Fintech and Banks
- Stars (snapshot): 7,820
- Primary language: Python
- Worker mode classification: tool-gateway-worker

## Extracted from
- https://github.com/Upsonic/Upsonic
- https://github.com/Upsonic/Upsonic/blob/master/README.md
- https://badge.fury.io/py/upsonic.svg
- https://img.shields.io/pypi/pyversions/upsonic.svg
- https://img.shields.io/github/stars/Upsonic/Upsonic.svg?style=social&label=Star

## Evidence notes (from repository text)
- README summary paragraph: https://docs.upsonic.ai • https://docs.upsonic.ai/get-started/quickstart • https://docs.upsonic.ai/examples • https://discord.gg/pmYDMSQHqY
- **Production-Ready AI Agent Framework with Safety First**
- - **Customer Service Automation**: Agents with memory and session context
- - **Financial Analysis**: Agents that analyze data, generate reports, and provide insights
- - **Compliance Monitoring**: Enforce safety policies across all agent interactions
- - **Research & Data Gathering**: Automate research workflows with multi-agent collaboration

## Installation hints found in README
- `pip install upsonic`
- `pip install "upsonic[ocr]"`
- `uv pip install upsonic`
- `uv pip install "upsonic[ocr]"`

## worker.md contract (derived starter)
Purpose: Expose repository-supported tool/server capabilities behind a bounded worker interface.

### Input schema
```json
{
  "type": "object",
  "additionalProperties": false,
  "required": [
    "request_id",
    "operation",
    "payload"
  ],
  "properties": {
    "request_id": {
      "type": "string"
    },
    "operation": {
      "type": "string"
    },
    "payload": {
      "type": "object"
    }
  }
}
```

### Output schema
```json
{
  "type": "object",
  "additionalProperties": false,
  "required": [
    "request_id",
    "status",
    "result"
  ],
  "properties": {
    "request_id": {
      "type": "string"
    },
    "status": {
      "type": "string",
      "enum": [
        "ok",
        "retryable_error",
        "invalid_request",
        "invalid_output"
      ]
    },
    "result": {
      "type": "object"
    }
  }
}
```

### Constraints
- timeout_seconds: 30
- max_attempts: 2
- idempotency_key: request_id
- status_enum: [ok, retryable_error, invalid_request, invalid_output]
- notes: adapt to concrete APIs/classes documented in this repository before production use

## How this should be used
1. Treat this file as a repo-derived starter profile, not a claim of an official repository API contract.
2. Replace schemas with exact interfaces from code/docs you adopt.
3. Keep execution bounded and auditable using worker protocol constraints.

How to use#

• Save this as a worker spec file (for example: upsonic-my-task.worker.md).
• Replace the input/output schemas and purpose with your real bounded task.
• Enforce schema validation + timeout + retry policy in your runtime before production use.

Citation#

Reference URL: https://worker.md/registry/upsonic/

Source URL: https://github.com/Upsonic/Upsonic