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https://github.com/TrafficGuard/nous

Autonomous AI agent framework and AI software developer agent
https://github.com/TrafficGuard/nous

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Autonomous AI agent framework and AI software developer agent

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README 

        
nous.ai






  

  🤖 An open-source platform for autonomous AI agents and LLM based workflows in TypeScript 🤖



Nous, or Greek νοῦς, sometimes equated to intellect or intelligence, is a concept from classical philosophy for the faculty of the human mind necessary for understanding what is true or real.



In a nutshell nous is a free, flexible, integrated platform for Node.js/TypeScript agentic and LLM-based applications.



Nous started with experimenting how AI could help *get stuff done* from a DevOps/Platform engineering perspective.

For example handling standard requests (new projects, database schema updates etc), triaging build failures, reviewing code for standards etc.



Through its evolution we designed it as a flexible platform that can be expanded to support the integrations of your choice.



Some of the key features include:



- Advanced autonomous agent

    - Reasoning/planning inspired from Google's [Self-Discover](https://arxiv.org/abs/2402.03620) paper

    - Custom XML-based function calling on any sufficiently capable LLM

    - Memory and function history for complex workflows

- Agent/LLM function definitions auto-generated from source code.

- Human-in-the-loop for:

    - Budget control

    - Agent initiated questions

    - Error handling

- Web interface

- Flexible deployment options

    - Run locally from the command line or through the web UI

    - Scale-to-zero deployment on Firestore & Cloud Run for a low-cost personal assistant always available via mobile

    - Multi-user SSO enterprise deployment ([Google Cloud IAP](https://cloud.google.com/security/products/iap))

- Observability with OpenTelemetry tracing

- Software Engineer Agent

    - Select the appropriate repository, clone, create branch

    - Auto-detection of project initialization, compile, test and lint

    - -> Code Editing Agent

        - Selects files to edit

        - Code editing with compile, lint, test, fix loop (delegates to [Aider](https://aider.chat/))

    - Create merge request

- Code Review agent

    - Configurable code review guidelines

- Supports multiple LLMs/Services

    - GPT, Gemini, Groq, Claude (Anthropic and Vertex), Fireworks, Together.ai

- Function callable integrations

    - Filesystem, Jira, Slack, Perplexity, Gitlab



## Documentation



- [Setup](https://github.com/TrafficGuard/nous/tree/main/docs/docs/setup.md)

- [Observability](https://github.com/TrafficGuard/nous/tree/main/docs/docs/observability.md)

- [Function calling](https://github.com/TrafficGuard/nous/tree/main/docs/docs/functions.md)

- [Autonomous AI Agent](https://github.com/TrafficGuard/nous/tree/main/docs/docs/xml-agent.md)

- [AI Software Engineer](https://github.com/TrafficGuard/nous/tree/main/docs/docs/software-engineer.md)

- [AI Code reviews](https://github.com/TrafficGuard/nous/tree/main/docs/docs/code-review.md)

- [Function integrations](https://github.com/TrafficGuard/nous/tree/main/docs/docs/integrations.md)



## UI examples



### New Agent



![New Agent UI](https://public.trafficguard.ai/nous/start.png)



### Sample trace



![Sample trace in Google Cloud](https://public.trafficguard.ai/nous/trace.png)



### Human in the loop via Slack



![Human in the loop example](https://public.trafficguard.ai/nous/feedback.png)



## Contributing



If you would like to contribute to the codebase, [issues](https://github.com/TrafficGuard/nous/issues) or [pull requests](https://github.com/TrafficGuard/nous/pulls) are always welcome!



Contributed by [TrafficGuard](https://www.trafficguard.ai) - Revenue-driving ad fraud protection.