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docs: provider vision-input notes + accuracy fixes - #303

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docs/huggingface-vision-input
Jul 10, 2026
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docs: provider vision-input notes + accuracy fixes#303
v1r3n merged 5 commits into
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docs/huggingface-vision-input

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@ling-senpeng13

@ling-senpeng13 ling-senpeng13 commented Jul 2, 2026

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Provider-docs accuracy pass for docs/providers.md and docs/ai-models.md.

1. Vision (image input) notes per provider

Adds a Vision (image input) note to every vision-capable provider so the docs uniformly state which providers accept image input.

Native (forward media today): OpenAI, Azure OpenAI, Mistral (Pixtral), Ollama (llava/llama3.2-vision), Bedrock — model-dependent, no PR needed.

Enabled by a conductor-oss fix:

Provider Enabling PR
Anthropic conductor-oss#1238
Gemini conductor-oss#1241
Grok / Perplexity conductor-oss#1243
HuggingFace conductor-oss#1245 (via OpenAI-compatible router)
Cohere conductor-oss#1246 (e.g. command-a-vision-07-2025)

Every note states support is model-dependent.

2. Accuracy fix — remove DeepSeek

providers.md listed a DeepSeek section + summary row, but DeepSeek has no conductor-ai provider (no implementation, no registered deepseek/ alias) and its API is text-only. ai-models.md never listed it. Removed the DeepSeek entry until a provider actually lands.

Excluded (correctly): StabilityAI (image-generation only, no chat model).

🤖 Generated with Claude Code

ling-senpeng13 and others added 2 commits July 2, 2026 14:38
HuggingFace vision-capable models accept image input via the router
endpoint (https://router.huggingface.co/v1), enabled by
conductor-oss/conductor#1245. Support is model-dependent. Added to both
provider docs.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
Extend the vision-input provider notes beyond HuggingFace to the other
newly media-enabled providers, each referencing its conductor-oss fix:
Anthropic (#1238), Gemini (#1241), Grok/Perplexity (#1243). Support is
model-dependent. Applied to both provider docs.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
@ling-senpeng13 ling-senpeng13 changed the title docs: HuggingFace vision (image input) via OpenAI-compatible router docs: note vision (image input) support per provider Jul 2, 2026
ling-senpeng13 and others added 3 commits July 2, 2026 14:49
…lama, Bedrock

Complete the per-provider vision-input coverage: these providers already
forward media today (via OpenAIResponsesChatModel / Spring AI stock chat
models), so note image input as natively supported (model-dependent), no
PR reference needed. Every vision-capable provider in the docs now has a
Vision (image input) note; Cohere/DeepSeek/StabilityAI are excluded (no
vision chat models).

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
Correcting an earlier omission: Cohere IS vision-capable (e.g.
command-a-vision-07-2025) and its v2 chat API accepts image_url content
parts. Enabled in conductor-ai by conductor-oss/conductor#1246. Support is
model-dependent. Added to both provider docs.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
DeepSeek is not a conductor-ai provider (no implementation, no registered
alias), so `deepseek/deepseek-chat` would not resolve, and DeepSeek's API
is text-only anyway. Remove the DeepSeek section and summary row from
providers.md (ai-models.md never listed it). Re-add if/when a DeepSeek
provider lands in conductor-ai.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
@ling-senpeng13 ling-senpeng13 changed the title docs: note vision (image input) support per provider docs: provider vision-input notes + accuracy fixes Jul 2, 2026
@ling-senpeng13 ling-senpeng13 self-assigned this Jul 2, 2026
@v1r3n
v1r3n merged commit 077f9c9 into main Jul 10, 2026
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v1r3n deleted the docs/huggingface-vision-input branch July 10, 2026 03:49
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2 participants