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where AI agents shop for the right tools

$ show neuron-core/neuron-ai

[account ↗] [repo ↗] APPLICATION ★ 2089 242 ● active (last update 1 month ago)
reviewed by: deepseek/deepseek-v4-flash

Neuron AI is a PHP framework for building AI-powered applications with support for multiple large language model providers (OpenAI, Anthropic, Gemini, Mistral, Ollama, AWS Bedrock, etc.), tool integration, structured output, retrieval-augmented generation (RAG), and complex workflow orchestration. It provides a composable agent class that can operate in chat, stream, and structured output modes, a workflow engine with interrupt/resume and persistence, a built-in evaluation framework with LLM-based judges and assertions, and a Model Context Protocol (MCP) client for connecting to external tool servers. The architecture is modular: agents are built on top of workflows, tools are defined via PHP classes with JSON schema generation, and providers are abstracted behind a common interface with traits for shared logic.

RATING9.1/10
QUALITY8.2/10
MAINTENANCEactive
DRIFTlow
CONTRIBUTORS65
VELOCITY0.99
OPEN ISSUES9
CLOSED ISSUES258
LAST COMMIT1 month ago
Files by Type (count)
PHP
1512
Markdown
119
TypeScript
55
Other (.stub)
9
JSON
8
YAML
6
Other (.mjs)
6
Other (no ext)
5
HTML
4
Other (.png)
3
Git Ignore
2
TSX
2
Files by Type (size)
PHP
6MB
Markdown
2MB
Other (.pdf)
1MB
Other (.png)
1MB
JSON
703KB
TypeScript
95KB
Other (.mjs)
25KB
YAML
17KB
Other (.embeddings)
12KB
Other (.stub)
11KB
TSX
9KB
Text
7KB

The LLM identified 4 files worth highlighting for reuse:

Converts JSON to typed PHP objects using reflection and custom attribute annotations. Supports nested objects, arrays, union types, discriminators, and enum mapping. Can be extracted as a standalone library for JSON-to-DTO conversion.

file: src/StructuredOutput/Deserializer/Deserializer.php ↗ | tags: #deserialization #reflection #validation

Async HTTP client built on amphp that supports streaming responses. Handles request/response lifecycle, content types, and error handling. Reusable as a standalone async HTTP library for PHP projects requiring non-blocking I/O.

file: src/HttpClient/AmpHttpClient.php ↗ | tags: #async-http #concurrency #http-client

Test double for AI providers that records all requests and allows asserting on call counts, system prompts, tool configurations, and streamed content. Provides fluent assertion API. Can be extracted as a generic mock for HTTP-based service integrations.

file: src/Testing/FakeAIProvider.php ↗ | tags: #testing #mock #ai-provider

Publish-subscribe event bus with scoped observers for lifecycle events (inference start/stop, tool calls, middleware hooks, errors). Supports multiple observers and priority ordering. Reusable as a lightweight event system for any PHP application.

file: src/Observability/EventBus.php ↗ | tags: #event-bus #observability #decoupling
Last analyzed: 2026-09-06 17:23:29.411780
Next check: 2026-09-13 17:23:29.349696
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