BrainForge Inference Plugin: RAG

Request step that retrieves documents for selected RAG providers, and a response step that rewrites the generated answer with citations. Both steps ship together because citations read request_step_context["brainforge.rag"] and share apply_citation_markup.

Pipeline	Entry point group	Step id	Class
Request	`brainforge.inference.request_steps`	`brainforge.rag`	`RagStep`
Response	`brainforge.inference.response_steps`	`brainforge.citations`	`ResponseParser`

pipeline:
  request:
    - id: brainforge.rag
      config:
        mcp_url: https://mcp.neonaiservices2.com/mcp
        top_k: 10
  response:
    - id: brainforge.citations
      config:
        mcp_url: https://mcp.neonaiservices2.com/mcp
        openai_url: https://hana.example/brainforge/openai/chat/completions

Metadata

Release files for brainforge-inference-plugin-rag 0.0.1a1

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Source distribution for brainforge-inference-plugin-rag 0.0.1a1
File	Size	Uploaded	Provenance	Actions
brainforge_inference_plugin_rag-0.0.1a1.tar.gz	20.1 kB	Oct 16, 2026	Without provenance	Details for brainforge_inference_plugin_rag-0.0.1a1.tar.gz

Built distribution (wheel)

Table of built distributions (wheels) for brainforge-inference-plugin-rag 0.0.1a1
File	Interpreter	ABI	Platform	Actions Reset
brainforge_inference_plugin_rag-0.0.1a1-py3-none-any.whl 19.9 kB Oct 16, 2026 Without provenance	Python 3	none	any	Details for brainforge_inference_plugin_rag-0.0.1a1-py3-none-any.whl

Total release size: 40.0 kB

Release files / brainforge_inference_plugin_rag-0.0.1a1.tar.gz

Download URL	brainforge_inference_plugin_rag-0.0.1a1.tar.gz
Size	20.1 kB
Tags	Source
SHA-256 checksum How to use checksums	`77af1576638f5af648ceca1c54d923d05c902b74cba75c7572090deb6717fc23`
BLAKE2b-256 checksum How to use checksums	`508032703f71260dedf26a3660937e6c3436239b85e5b2a49445472bbedeb485`
Upload date	Oct 16, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Release files / brainforge_inference_plugin_rag-0.0.1a1-py3-none-any.whl

Download URL	brainforge_inference_plugin_rag-0.0.1a1-py3-none-any.whl
Size	19.9 kB
Tags	Python 3
SHA-256 checksum How to use checksums	`bdc71eeaf45f207cb28c98b5a7472730172ae9221b7f5f03735dcebf7b655b18`
BLAKE2b-256 checksum How to use checksums	`5a79b30d56d56ac410858c235baa78d72b7a1fd0b530336c579427c1953e40e3`
Upload date	Oct 16, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/7.0.0 CPython/3.13.14`

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