Devsper — self-evolving AI workflow engine

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  • License: Apache-2.0
  • Tags AI , agents , workflow , runtime , swarm
  • Requires: Python >=3.11
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Project description

devsper

Self-evolving AI workflow engine — run .devsper workflows locally or at scale.

pip install devsper
devsper run workflow.devsper --input topic="transformers"

Providers

Set any one key and devsper picks it up automatically:

Provider Env var
Anthropic ANTHROPIC_API_KEY
OpenAI OPENAI_API_KEY
GitHub Models GITHUB_TOKEN
ZAI / GLM ZAI_API_KEY
Azure OpenAI AZURE_OPENAI_API_KEY + AZURE_OPENAI_ENDPOINT + AZURE_OPENAI_DEPLOYMENT
Azure AI Foundry AZURE_FOUNDRY_API_KEY + AZURE_FOUNDRY_ENDPOINT + AZURE_FOUNDRY_DEPLOYMENT
LiteLLM proxy LITELLM_BASE_URL
Ollama OLLAMA_HOST (default: http://localhost:11434)

Or store credentials in the OS keychain:

devsper credentials set anthropic
devsper auth github        # device flow, no API key needed
devsper auth status        # show what's configured

Commands

devsper run <workflow.devsper> [--input key=value ...]
devsper compile <workflow.devsper> [--output <file>]
devsper peer --listen 0.0.0.0:7000 [--join <addr>]
devsper inspect <run-id>
devsper tui                # interactive UI (pip install 'devsper[tui]')
devsper eval run           # batch eval (pip install 'devsper[eval]')

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Project details

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Avatar for rithulkamesh from gravatar.com rithulkamesh

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  • License: Apache-2.0
  • Tags AI , agents , workflow , runtime , swarm
  • Requires: Python >=3.11
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3.1.7

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This version

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