From c2b70ea4b93dda94bcfe49ae12e2ef0d632ee554 Mon Sep 17 00:00:00 2001
From: ezynda3 <ezynda3@users.noreply.github.com>
Date: Sun, 7 Jun 2026 19:04:18 +0000
Subject: [PATCH] =?UTF-8?q?Deploying=20to=20gh-pages=20from=20@=20mark3lab?=
 =?UTF-8?q?s/kit@e610bdd2d0d01bde8b23131c9c9d655e4d3c939a=20=F0=9F=9A=80?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 _pagefind/fragment/en_c2457d2.pf_fragment     | Bin 2075 -> 0 bytes
 _pagefind/fragment/en_eef5966.pf_fragment     | Bin 0 -> 2305 bytes
 _pagefind/index/en_3ef97c1.pf_index           | Bin 0 -> 27989 bytes
 _pagefind/index/en_b4cb7a4.pf_index           | Bin 35578 -> 0 bytes
 _pagefind/index/en_d7bcddd.pf_index           | Bin 27757 -> 0 bytes
 _pagefind/index/en_f588ced.pf_index           | Bin 0 -> 35626 bytes
 _pagefind/pagefind-entry.json                 |   2 +-
 _pagefind/pagefind.en_7b0944d1d2.pf_meta      | Bin 279 -> 0 bytes
 _pagefind/pagefind.en_c6b4703031.pf_meta      | Bin 0 -> 283 bytes
 advanced/json-output/index.html               |   2 +-
 advanced/subagents/index.html                 |   2 +-
 advanced/testing/index.html                   |   2 +-
 .../{index-DbtwSydt.js => index-BbQ_p9l4.js}  |   2 +-
 ...ders-BpTDMUOj.js => providers-Df0otGnJ.js} |  20 ++++++++++++++++--
 cli/commands/index.html                       |   2 +-
 cli/flags/index.html                          |   2 +-
 configuration/index.html                      |   2 +-
 development/index.html                        |   2 +-
 extensions/capabilities/index.html            |   2 +-
 extensions/examples/index.html                |   2 +-
 extensions/loading/index.html                 |   2 +-
 extensions/overview/index.html                |   2 +-
 extensions/testing/index.html                 |   2 +-
 index.html                                    |   2 +-
 installation/index.html                       |   2 +-
 llms-full.txt                                 |   9 ++++++++
 mcp.json                                      |   2 +-
 providers/index.html                          |  11 +++++++++-
 quick-start/index.html                        |   2 +-
 sdk/callbacks/index.html                      |   2 +-
 sdk/options/index.html                        |   2 +-
 sdk/overview/index.html                       |   2 +-
 sdk/sessions/index.html                       |   2 +-
 search.json                                   |   2 +-
 sessions/index.html                           |   2 +-
 themes/index.html                             |   2 +-
 36 files changed, 62 insertions(+), 28 deletions(-)
 delete mode 100644 _pagefind/fragment/en_c2457d2.pf_fragment
 create mode 100644 _pagefind/fragment/en_eef5966.pf_fragment
 create mode 100644 _pagefind/index/en_3ef97c1.pf_index
 delete mode 100644 _pagefind/index/en_b4cb7a4.pf_index
 delete mode 100644 _pagefind/index/en_d7bcddd.pf_index
 create mode 100644 _pagefind/index/en_f588ced.pf_index
 delete mode 100644 _pagefind/pagefind.en_7b0944d1d2.pf_meta
 create mode 100644 _pagefind/pagefind.en_c6b4703031.pf_meta
 rename assets/{index-DbtwSydt.js => index-BbQ_p9l4.js} (99%)
 rename assets/{providers-BpTDMUOj.js => providers-Df0otGnJ.js} (95%)

diff --git a/_pagefind/fragment/en_c2457d2.pf_fragment b/_pagefind/fragment/en_c2457d2.pf_fragment
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diff --git a/assets/providers-BpTDMUOj.js b/assets/providers-Df0otGnJ.js
similarity index 95%
rename from assets/providers-BpTDMUOj.js
rename to assets/providers-Df0otGnJ.js
index 2420c90e..d436c8d8 100644
--- a/assets/providers-BpTDMUOj.js
+++ b/assets/providers-Df0otGnJ.js
@@ -1,4 +1,4 @@
-const s={frontmatter:{title:"Providers",description:"Supported LLM providers and model configuration.",hidden:!1,toc:!0,draft:!1},html:`<h1 id="providers"><a class="heading-anchor" aria-hidden="" tabindex="-1" href="#providers"><span class="icon icon-link"></span></a>Providers</h1>
+const a={frontmatter:{title:"Providers",description:"Supported LLM providers and model configuration.",hidden:!1,toc:!0,draft:!1},html:`<h1 id="providers"><a class="heading-anchor" aria-hidden="" tabindex="-1" href="#providers"><span class="icon icon-link"></span></a>Providers</h1>
 <p>Kit supports a wide range of LLM providers through a unified <code>provider/model</code> string format.</p>
 <h2 id="supported-providers"><a class="heading-anchor" aria-hidden="" tabindex="-1" href="#supported-providers"><span class="icon icon-link"></span></a>Supported providers</h2>
 <table>
@@ -126,6 +126,13 @@ const s={frontmatter:{title:"Providers",description:"Supported LLM providers and
 <h3 id="custom-provider-url"><a class="heading-anchor" aria-hidden="" tabindex="-1" href="#custom-provider-url"><span class="icon icon-link"></span></a>Custom provider URL</h3>
 <p>For self-hosted or proxy endpoints:</p>
 <pre class="shiki shiki-themes github-light github-dark" style="background-color:#fff;--shiki-dark-bg:#24292e;color:#24292e;--shiki-dark:#e1e4e8" tabindex="0"><code><span class="line"><span style="color:#6F42C1;--shiki-dark:#B392F0">kit</span><span style="color:#005CC5;--shiki-dark:#79B8FF"> --provider-url</span><span style="color:#032F62;--shiki-dark:#9ECBFF"> "https://my-proxy.example.com/v1"</span><span style="color:#005CC5;--shiki-dark:#79B8FF"> --model</span><span style="color:#032F62;--shiki-dark:#9ECBFF"> openai/gpt-4o</span></span></code></pre>
+<p>When <code>--provider-url</code> is set with an explicit <code>--model</code>, Kit routes through the
+<code>custom</code> (OpenAI-compatible) wire and strips any provider prefix from the model
+name. So <code>openai/gpt-4o</code>, <code>google/gemma-4-12b</code>, and bare <code>gpt-4o</code> all resolve
+to the same endpoint — Kit treats <code>--provider-url</code> as authoritative about <em>where</em>
+to send the request, and the model string as just the upstream model id.</p>
+<p>This avoids name collisions when a local server (LM Studio, Ollama, vLLM, ...)
+happens to expose a model whose name matches a known cloud provider.</p>
 <p>When <code>--provider-url</code> is provided without <code>--model</code>, Kit automatically defaults to <code>custom/custom</code>:</p>
 <pre class="shiki shiki-themes github-light github-dark" style="background-color:#fff;--shiki-dark-bg:#24292e;color:#24292e;--shiki-dark:#e1e4e8" tabindex="0"><code><span class="line"><span style="color:#6F42C1;--shiki-dark:#B392F0">kit</span><span style="color:#005CC5;--shiki-dark:#79B8FF"> --provider-url</span><span style="color:#032F62;--shiki-dark:#9ECBFF"> "http://localhost:8080/v1"</span><span style="color:#032F62;--shiki-dark:#9ECBFF"> "Hello"</span></span></code></pre>
 <p>The <code>custom/custom</code> model has zero cost, 262K context window, and supports reasoning. It routes through the <code>openaicompat</code> provider and accepts any OpenAI-compatible API endpoint.</p>
@@ -316,6 +323,15 @@ For self-hosted or proxy endpoints:
 kit --provider-url "https://my-proxy.example.com/v1" --model openai/gpt-4o
 \`\`\`
 
+When \`--provider-url\` is set with an explicit \`--model\`, Kit routes through the
+\`custom\` (OpenAI-compatible) wire and strips any provider prefix from the model
+name. So \`openai/gpt-4o\`, \`google/gemma-4-12b\`, and bare \`gpt-4o\` all resolve
+to the same endpoint — Kit treats \`--provider-url\` as authoritative about *where*
+to send the request, and the model string as just the upstream model id.
+
+This avoids name collisions when a local server (LM Studio, Ollama, vLLM, ...)
+happens to expose a model whose name matches a known cloud provider.
+
 When \`--provider-url\` is provided without \`--model\`, Kit automatically defaults to \`custom/custom\`:
 
 \`\`\`bash
@@ -370,4 +386,4 @@ kit models --all             # Show all providers
 kit update-models            # Update from models.dev
 kit update-models embedded   # Reset to bundled database
 \`\`\`
-`};export{s as default};
+`};export{a as default};
diff --git a/cli/commands/index.html b/cli/commands/index.html
index f2307c0d..4b27871f 100644
--- a/cli/commands/index.html
+++ b/cli/commands/index.html
@@ -7,7 +7,7 @@
 <meta name="description" content="Complete reference for all Kit CLI subcommands.">
 <link rel="canonical" href="/cli/commands">
 <link rel="stylesheet" href="/assets/index-Di_r5hA0.css">
-<script type="module" src="/assets/index-DbtwSydt.js"></script>
+<script type="module" src="/assets/index-BbQ_p9l4.js"></script>
 <script type="application/ld+json">{"@context":"https://schema.org","@type":"TechArticle","headline":"Commands","description":"Complete reference for all Kit CLI subcommands.","url":"https://go-kit.dev/cli/commands","isPartOf":{"@type":"WebSite","name":"Kit","url":"https://go-kit.dev"}}</script>
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diff --git a/cli/flags/index.html b/cli/flags/index.html
index 4debc354..ac32c31a 100644
--- a/cli/flags/index.html
+++ b/cli/flags/index.html
@@ -7,7 +7,7 @@
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 <link rel="canonical" href="/cli/flags">
 <link rel="stylesheet" href="/assets/index-Di_r5hA0.css">
-<script type="module" src="/assets/index-DbtwSydt.js"></script>
+<script type="module" src="/assets/index-BbQ_p9l4.js"></script>
 <script type="application/ld+json">{"@context":"https://schema.org","@type":"TechArticle","headline":"Global Flags","description":"Complete reference for all Kit CLI flags.","url":"https://go-kit.dev/cli/flags","isPartOf":{"@type":"WebSite","name":"Kit","url":"https://go-kit.dev"}}</script>
 </head>
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diff --git a/configuration/index.html b/configuration/index.html
index b1ac256a..6b9d9fe8 100644
--- a/configuration/index.html
+++ b/configuration/index.html
@@ -7,7 +7,7 @@
 <meta name="description" content="Configure Kit using config files, environment variables, and CLI flags.">
 <link rel="canonical" href="/configuration">
 <link rel="stylesheet" href="/assets/index-Di_r5hA0.css">
-<script type="module" src="/assets/index-DbtwSydt.js"></script>
+<script type="module" src="/assets/index-BbQ_p9l4.js"></script>
 <script type="application/ld+json">{"@context":"https://schema.org","@type":"TechArticle","headline":"Configuration","description":"Configure Kit using config files, environment variables, and CLI flags.","url":"https://go-kit.dev/configuration","isPartOf":{"@type":"WebSite","name":"Kit","url":"https://go-kit.dev"}}</script>
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diff --git a/development/index.html b/development/index.html
index 87b0eef4..91456383 100644
--- a/development/index.html
+++ b/development/index.html
@@ -7,7 +7,7 @@
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 <link rel="canonical" href="/development">
 <link rel="stylesheet" href="/assets/index-Di_r5hA0.css">
-<script type="module" src="/assets/index-DbtwSydt.js"></script>
+<script type="module" src="/assets/index-BbQ_p9l4.js"></script>
 <script type="application/ld+json">{"@context":"https://schema.org","@type":"TechArticle","headline":"Development","description":"Build, test, and contribute to Kit.","url":"https://go-kit.dev/development","isPartOf":{"@type":"WebSite","name":"Kit","url":"https://go-kit.dev"}}</script>
 </head>
 <body>
diff --git a/extensions/capabilities/index.html b/extensions/capabilities/index.html
index 05fe687d..7f241578 100644
--- a/extensions/capabilities/index.html
+++ b/extensions/capabilities/index.html
@@ -7,7 +7,7 @@
 <meta name="description" content="All extension capabilities — lifecycle events, tools, commands, widgets, and more.">
 <link rel="canonical" href="/extensions/capabilities">
 <link rel="stylesheet" href="/assets/index-Di_r5hA0.css">
-<script type="module" src="/assets/index-DbtwSydt.js"></script>
+<script type="module" src="/assets/index-BbQ_p9l4.js"></script>
 <script type="application/ld+json">{"@context":"https://schema.org","@type":"TechArticle","headline":"Capabilities","description":"All extension capabilities — lifecycle events, tools, commands, widgets, and more.","url":"https://go-kit.dev/extensions/capabilities","isPartOf":{"@type":"WebSite","name":"Kit","url":"https://go-kit.dev"}}</script>
 </head>
 <body>
diff --git a/extensions/examples/index.html b/extensions/examples/index.html
index 9db8e6c2..1d334163 100644
--- a/extensions/examples/index.html
+++ b/extensions/examples/index.html
@@ -7,7 +7,7 @@
 <meta name="description" content="Catalog of example extensions included with Kit.">
 <link rel="canonical" href="/extensions/examples">
 <link rel="stylesheet" href="/assets/index-Di_r5hA0.css">
-<script type="module" src="/assets/index-DbtwSydt.js"></script>
+<script type="module" src="/assets/index-BbQ_p9l4.js"></script>
 <script type="application/ld+json">{"@context":"https://schema.org","@type":"TechArticle","headline":"Examples","description":"Catalog of example extensions included with Kit.","url":"https://go-kit.dev/extensions/examples","isPartOf":{"@type":"WebSite","name":"Kit","url":"https://go-kit.dev"}}</script>
 </head>
 <body>
diff --git a/extensions/loading/index.html b/extensions/loading/index.html
index 03b8d169..5cee0cdf 100644
--- a/extensions/loading/index.html
+++ b/extensions/loading/index.html
@@ -7,7 +7,7 @@
 <meta name="description" content="How Kit discovers and loads extensions.">
 <link rel="canonical" href="/extensions/loading">
 <link rel="stylesheet" href="/assets/index-Di_r5hA0.css">
-<script type="module" src="/assets/index-DbtwSydt.js"></script>
+<script type="module" src="/assets/index-BbQ_p9l4.js"></script>
 <script type="application/ld+json">{"@context":"https://schema.org","@type":"TechArticle","headline":"Loading Extensions","description":"How Kit discovers and loads extensions.","url":"https://go-kit.dev/extensions/loading","isPartOf":{"@type":"WebSite","name":"Kit","url":"https://go-kit.dev"}}</script>
 </head>
 <body>
diff --git a/extensions/overview/index.html b/extensions/overview/index.html
index 9d005cbb..d8123ccf 100644
--- a/extensions/overview/index.html
+++ b/extensions/overview/index.html
@@ -7,7 +7,7 @@
 <meta name="description" content="Overview of Kit's Go-based extension system.">
 <link rel="canonical" href="/extensions/overview">
 <link rel="stylesheet" href="/assets/index-Di_r5hA0.css">
-<script type="module" src="/assets/index-DbtwSydt.js"></script>
+<script type="module" src="/assets/index-BbQ_p9l4.js"></script>
 <script type="application/ld+json">{"@context":"https://schema.org","@type":"TechArticle","headline":"Extension System","description":"Overview of Kit's Go-based extension system.","url":"https://go-kit.dev/extensions/overview","isPartOf":{"@type":"WebSite","name":"Kit","url":"https://go-kit.dev"}}</script>
 </head>
 <body>
diff --git a/extensions/testing/index.html b/extensions/testing/index.html
index dcc0f80c..7febfd52 100644
--- a/extensions/testing/index.html
+++ b/extensions/testing/index.html
@@ -7,7 +7,7 @@
 <meta name="description" content="Write unit tests for your Kit extensions using the test package.">
 <link rel="canonical" href="/extensions/testing">
 <link rel="stylesheet" href="/assets/index-Di_r5hA0.css">
-<script type="module" src="/assets/index-DbtwSydt.js"></script>
+<script type="module" src="/assets/index-BbQ_p9l4.js"></script>
 <script type="application/ld+json">{"@context":"https://schema.org","@type":"TechArticle","headline":"Testing Extensions","description":"Write unit tests for your Kit extensions using the test package.","url":"https://go-kit.dev/extensions/testing","isPartOf":{"@type":"WebSite","name":"Kit","url":"https://go-kit.dev"}}</script>
 </head>
 <body>
diff --git a/index.html b/index.html
index 354e1456..2157f036 100644
--- a/index.html
+++ b/index.html
@@ -15,7 +15,7 @@
       ::-webkit-scrollbar-track { background: transparent; }
       ::-webkit-scrollbar-thumb { background: #333; border-radius: 3px; }
     </style>
-    <script type="module" crossorigin src="/assets/index-DbtwSydt.js"></script>
+    <script type="module" crossorigin src="/assets/index-BbQ_p9l4.js"></script>
     <link rel="stylesheet" crossorigin href="/assets/index-Di_r5hA0.css">
   <script type="application/ld+json">{"@context":"https://schema.org","@type":"WebSite","name":"Kit","url":"https://go-kit.dev","description":"Documentation site powered by Tome","potentialAction":{"@type":"SearchAction","target":"https://go-kit.dev/search?q={search_term_string}","query-input":"required name=search_term_string"}}</script>
 </head>
diff --git a/installation/index.html b/installation/index.html
index cff350af..143a1d86 100644
--- a/installation/index.html
+++ b/installation/index.html
@@ -7,7 +7,7 @@
 <meta name="description" content="Install Kit using npm, bun, pnpm, Go, or build from source.">
 <link rel="canonical" href="/installation">
 <link rel="stylesheet" href="/assets/index-Di_r5hA0.css">
-<script type="module" src="/assets/index-DbtwSydt.js"></script>
+<script type="module" src="/assets/index-BbQ_p9l4.js"></script>
 <script type="application/ld+json">{"@context":"https://schema.org","@type":"TechArticle","headline":"Installation","description":"Install Kit using npm, bun, pnpm, Go, or build from source.","url":"https://go-kit.dev/installation","isPartOf":{"@type":"WebSite","name":"Kit","url":"https://go-kit.dev"}}</script>
 </head>
 <body>
diff --git a/llms-full.txt b/llms-full.txt
index b1fac6a9..ec190719 100644
--- a/llms-full.txt
+++ b/llms-full.txt
@@ -2372,6 +2372,15 @@ For self-hosted or proxy endpoints:
 kit --provider-url "https://my-proxy.example.com/v1" --model openai/gpt-4o
 ```
 
+When `--provider-url` is set with an explicit `--model`, Kit routes through the
+`custom` (OpenAI-compatible) wire and strips any provider prefix from the model
+name. So `openai/gpt-4o`, `google/gemma-4-12b`, and bare `gpt-4o` all resolve
+to the same endpoint — Kit treats `--provider-url` as authoritative about *where*
+to send the request, and the model string as just the upstream model id.
+
+This avoids name collisions when a local server (LM Studio, Ollama, vLLM, ...)
+happens to expose a model whose name matches a known cloud provider.
+
 When `--provider-url` is provided without `--model`, Kit automatically defaults to `custom/custom`:
 
 ```bash
diff --git a/mcp.json b/mcp.json
index 0ffba460..1c850272 100644
--- a/mcp.json
+++ b/mcp.json
@@ -294,7 +294,7 @@
         "Model database"
       ],
       "tags": [],
-      "content": "\n# Providers\n\nKit supports a wide range of LLM providers through a unified `provider/model` string format.\n\n## Supported providers\n\n| Provider | Prefix | Description |\n|----------|--------|-------------|\n| **Anthropic** | `anthropic/` | Claude models (native, prompt caching, OAuth) |\n| **OpenAI** | `openai/` | GPT models |\n| **Google** | `google/` or `gemini/` | Gemini models |\n| **Ollama** | `ollama/` | Local models |\n| **Azure OpenAI** | `azure/` | Azure-hosted OpenAI |\n| **AWS Bedrock** | `bedrock/` | Bedrock models |\n| **Google Vertex** | `google-vertex-anthropic/` | Claude on Vertex AI |\n| **OpenRouter** | `openrouter/` | Multi-provider router |\n| **Vercel AI** | `vercel/` | Vercel AI SDK models |\n| **Custom** | `custom/` | Any OpenAI-compatible endpoint |\n| **Auto-routed** | any | Any provider from the models.dev database |\n\n## Model string format\n\n```bash\nprovider/model            # Standard format\nanthropic/claude-sonnet-latest\nopenai/gpt-4o\nollama/llama3\ngoogle/gemini-2.5-flash\n```\n\n## Model aliases\n\nKit provides aliases for commonly used models:\n\n### Anthropic Claude\n\n```bash\nclaude-opus-latest        → claude-opus-4-6\nclaude-sonnet-latest      → claude-sonnet-4-6\nclaude-haiku-latest       → claude-haiku-4-5\nclaude-4-opus-latest      → claude-opus-4-6\nclaude-4-sonnet-latest    → claude-sonnet-4-6\nclaude-4-haiku-latest     → claude-haiku-4-5\nclaude-3-7-sonnet-latest  → claude-3-7-sonnet-20250219\nclaude-3-5-sonnet-latest  → claude-3-5-sonnet-20241022\nclaude-3-5-haiku-latest   → claude-3-5-haiku-20241022\nclaude-3-opus-latest      → claude-3-opus-20240229\n```\n\n### OpenAI GPT\n\n```bash\no1-latest                 → o1\no3-latest                 → o3\no4-latest                 → o4-mini\ngpt-5-latest              → gpt-5.4\ngpt-5-chat-latest         → gpt-5.4\ngpt-4-latest              → gpt-4o\ngpt-4                     → gpt-4o\ngpt-3.5-latest            → gpt-3.5-turbo\ngpt-3.5                   → gpt-3.5-turbo\ncodex-latest              → codex-mini-latest\n```\n\n### Google Gemini\n\n```bash\ngemini-pro-latest         → gemini-2.5-pro\ngemini-flash-latest       → gemini-2.5-flash\ngemini-flash              → gemini-2.5-flash\ngemini-pro                → gemini-2.5-pro\n```\n\n## Specifying a model\n\nVia CLI flag:\n\n```bash\nkit --model openai/gpt-4o\nkit -m ollama/llama3\n```\n\nVia config file:\n\n```yaml\nmodel: anthropic/claude-sonnet-latest\n```\n\nVia environment variable:\n\n```bash\nexport KIT_MODEL=\"google/gemini-2.0-flash-exp\"\n```\n\n## Authentication\n\n### API keys\n\nSet the appropriate environment variable for your provider:\n\n```bash\nexport ANTHROPIC_API_KEY=\"sk-...\"\nexport OPENAI_API_KEY=\"sk-...\"\nexport GOOGLE_API_KEY=\"...\"\n```\n\nOr pass it directly:\n\n```bash\nkit --provider-api-key \"sk-...\" --model openai/gpt-4o\n```\n\n### OAuth\n\nFor providers that support OAuth (e.g., Anthropic):\n\n```bash\nkit auth login anthropic     # Start OAuth flow\nkit auth status              # Check authentication status\nkit auth logout anthropic    # Remove credentials\n```\n\n### Custom provider URL\n\nFor self-hosted or proxy endpoints:\n\n```bash\nkit --provider-url \"https://my-proxy.example.com/v1\" --model openai/gpt-4o\n```\n\nWhen `--provider-url` is provided without `--model`, Kit automatically defaults to `custom/custom`:\n\n```bash\nkit --provider-url \"http://localhost:8080/v1\" \"Hello\"\n```\n\nThe `custom/custom` model has zero cost, 262K context window, and supports reasoning. It routes through the `openaicompat` provider and accepts any OpenAI-compatible API endpoint.\n\nOptionally set `CUSTOM_API_KEY` environment variable or use `--provider-api-key` for endpoints requiring authentication.\n\n## Auto-routed providers\n\nAny provider in the [models.dev](https://models.dev) database can be used with the\nstandard `provider/model` format, even without a dedicated native integration. Kit\nauto-routes the request through the matching **wire protocol** — the actual API\nshape the provider speaks — rather than requiring a per-provider code path:\n\n| Wire protocol | npm package (models.dev) | Transport used |\n|---------------|--------------------------|----------------|\n| OpenAI (Responses API) | `@ai-sdk/openai` | OpenAI |\n| OpenAI (chat completions) | `@ai-sdk/openai-compatible` | OpenAI-compatible |\n| Anthropic | `@ai-sdk/anthropic` | Anthropic |\n| Google Gemini | `@ai-sdk/google` | Google |\n\nThe provider's `api` URL from the database is used as the base URL. A provider\nwhose npm package isn't recognized but that has an `api` URL falls back to the\nOpenAI-compatible wire.\n\nBecause routing follows the wire protocol, aggregator/proxy providers work across\n**all** of their models — including ones they re-flavor onto a different protocol\nvia a per-model override. For example, an aggregator that proxies Claude, GPT,\n*and* Gemini routes them to the Anthropic, OpenAI, and Google transports\nrespectively:\n\n```bash\nkit --model opencode/claude-haiku-4-5 \"Hello\"     # → Anthropic wire\nkit --model opencode/gpt-5 \"Hello\"                # → OpenAI wire\nkit --model opencode/gemini-3.5-flash \"Hello\"     # → Google wire\n```\n\nProvide the provider's API key the same way as any other — via its environment\nvariable (e.g. `OPENCODE_API_KEY`) or `--provider-api-key`.\n\n## Model database\n\nKit ships with a local model database that maps provider names to API configurations. You can manage it with:\n\n```bash\nkit models                   # List available models\nkit models openai            # Filter by provider\nkit models --all             # Show all providers\nkit update-models            # Update from models.dev\nkit update-models embedded   # Reset to bundled database\n```\n"
+      "content": "\n# Providers\n\nKit supports a wide range of LLM providers through a unified `provider/model` string format.\n\n## Supported providers\n\n| Provider | Prefix | Description |\n|----------|--------|-------------|\n| **Anthropic** | `anthropic/` | Claude models (native, prompt caching, OAuth) |\n| **OpenAI** | `openai/` | GPT models |\n| **Google** | `google/` or `gemini/` | Gemini models |\n| **Ollama** | `ollama/` | Local models |\n| **Azure OpenAI** | `azure/` | Azure-hosted OpenAI |\n| **AWS Bedrock** | `bedrock/` | Bedrock models |\n| **Google Vertex** | `google-vertex-anthropic/` | Claude on Vertex AI |\n| **OpenRouter** | `openrouter/` | Multi-provider router |\n| **Vercel AI** | `vercel/` | Vercel AI SDK models |\n| **Custom** | `custom/` | Any OpenAI-compatible endpoint |\n| **Auto-routed** | any | Any provider from the models.dev database |\n\n## Model string format\n\n```bash\nprovider/model            # Standard format\nanthropic/claude-sonnet-latest\nopenai/gpt-4o\nollama/llama3\ngoogle/gemini-2.5-flash\n```\n\n## Model aliases\n\nKit provides aliases for commonly used models:\n\n### Anthropic Claude\n\n```bash\nclaude-opus-latest        → claude-opus-4-6\nclaude-sonnet-latest      → claude-sonnet-4-6\nclaude-haiku-latest       → claude-haiku-4-5\nclaude-4-opus-latest      → claude-opus-4-6\nclaude-4-sonnet-latest    → claude-sonnet-4-6\nclaude-4-haiku-latest     → claude-haiku-4-5\nclaude-3-7-sonnet-latest  → claude-3-7-sonnet-20250219\nclaude-3-5-sonnet-latest  → claude-3-5-sonnet-20241022\nclaude-3-5-haiku-latest   → claude-3-5-haiku-20241022\nclaude-3-opus-latest      → claude-3-opus-20240229\n```\n\n### OpenAI GPT\n\n```bash\no1-latest                 → o1\no3-latest                 → o3\no4-latest                 → o4-mini\ngpt-5-latest              → gpt-5.4\ngpt-5-chat-latest         → gpt-5.4\ngpt-4-latest              → gpt-4o\ngpt-4                     → gpt-4o\ngpt-3.5-latest            → gpt-3.5-turbo\ngpt-3.5                   → gpt-3.5-turbo\ncodex-latest              → codex-mini-latest\n```\n\n### Google Gemini\n\n```bash\ngemini-pro-latest         → gemini-2.5-pro\ngemini-flash-latest       → gemini-2.5-flash\ngemini-flash              → gemini-2.5-flash\ngemini-pro                → gemini-2.5-pro\n```\n\n## Specifying a model\n\nVia CLI flag:\n\n```bash\nkit --model openai/gpt-4o\nkit -m ollama/llama3\n```\n\nVia config file:\n\n```yaml\nmodel: anthropic/claude-sonnet-latest\n```\n\nVia environment variable:\n\n```bash\nexport KIT_MODEL=\"google/gemini-2.0-flash-exp\"\n```\n\n## Authentication\n\n### API keys\n\nSet the appropriate environment variable for your provider:\n\n```bash\nexport ANTHROPIC_API_KEY=\"sk-...\"\nexport OPENAI_API_KEY=\"sk-...\"\nexport GOOGLE_API_KEY=\"...\"\n```\n\nOr pass it directly:\n\n```bash\nkit --provider-api-key \"sk-...\" --model openai/gpt-4o\n```\n\n### OAuth\n\nFor providers that support OAuth (e.g., Anthropic):\n\n```bash\nkit auth login anthropic     # Start OAuth flow\nkit auth status              # Check authentication status\nkit auth logout anthropic    # Remove credentials\n```\n\n### Custom provider URL\n\nFor self-hosted or proxy endpoints:\n\n```bash\nkit --provider-url \"https://my-proxy.example.com/v1\" --model openai/gpt-4o\n```\n\nWhen `--provider-url` is set with an explicit `--model`, Kit routes through the\n`custom` (OpenAI-compatible) wire and strips any provider prefix from the model\nname. So `openai/gpt-4o`, `google/gemma-4-12b`, and bare `gpt-4o` all resolve\nto the same endpoint — Kit treats `--provider-url` as authoritative about *where*\nto send the request, and the model string as just the upstream model id.\n\nThis avoids name collisions when a local server (LM Studio, Ollama, vLLM, ...)\nhappens to expose a model whose name matches a known cloud provider.\n\nWhen `--provider-url` is provided without `--model`, Kit automatically defaults to `custom/custom`:\n\n```bash\nkit --provider-url \"http://localhost:8080/v1\" \"Hello\"\n```\n\nThe `custom/custom` model has zero cost, 262K context window, and supports reasoning. It routes through the `openaicompat` provider and accepts any OpenAI-compatible API endpoint.\n\nOptionally set `CUSTOM_API_KEY` environment variable or use `--provider-api-key` for endpoints requiring authentication.\n\n## Auto-routed providers\n\nAny provider in the [models.dev](https://models.dev) database can be used with the\nstandard `provider/model` format, even without a dedicated native integration. Kit\nauto-routes the request through the matching **wire protocol** — the actual API\nshape the provider speaks — rather than requiring a per-provider code path:\n\n| Wire protocol | npm package (models.dev) | Transport used |\n|---------------|--------------------------|----------------|\n| OpenAI (Responses API) | `@ai-sdk/openai` | OpenAI |\n| OpenAI (chat completions) | `@ai-sdk/openai-compatible` | OpenAI-compatible |\n| Anthropic | `@ai-sdk/anthropic` | Anthropic |\n| Google Gemini | `@ai-sdk/google` | Google |\n\nThe provider's `api` URL from the database is used as the base URL. A provider\nwhose npm package isn't recognized but that has an `api` URL falls back to the\nOpenAI-compatible wire.\n\nBecause routing follows the wire protocol, aggregator/proxy providers work across\n**all** of their models — including ones they re-flavor onto a different protocol\nvia a per-model override. For example, an aggregator that proxies Claude, GPT,\n*and* Gemini routes them to the Anthropic, OpenAI, and Google transports\nrespectively:\n\n```bash\nkit --model opencode/claude-haiku-4-5 \"Hello\"     # → Anthropic wire\nkit --model opencode/gpt-5 \"Hello\"                # → OpenAI wire\nkit --model opencode/gemini-3.5-flash \"Hello\"     # → Google wire\n```\n\nProvide the provider's API key the same way as any other — via its environment\nvariable (e.g. `OPENCODE_API_KEY`) or `--provider-api-key`.\n\n## Model database\n\nKit ships with a local model database that maps provider names to API configurations. You can manage it with:\n\n```bash\nkit models                   # List available models\nkit models openai            # Filter by provider\nkit models --all             # Show all providers\nkit update-models            # Update from models.dev\nkit update-models embedded   # Reset to bundled database\n```\n"
     },
     {
       "url": "/quick-start",
diff --git a/providers/index.html b/providers/index.html
index 32987226..3570820d 100644
--- a/providers/index.html
+++ b/providers/index.html
@@ -7,7 +7,7 @@
 <meta name="description" content="Supported LLM providers and model configuration.">
 <link rel="canonical" href="/providers">
 <link rel="stylesheet" href="/assets/index-Di_r5hA0.css">
-<script type="module" src="/assets/index-DbtwSydt.js"></script>
+<script type="module" src="/assets/index-BbQ_p9l4.js"></script>
 <script type="application/ld+json">{"@context":"https://schema.org","@type":"TechArticle","headline":"Providers","description":"Supported LLM providers and model configuration.","url":"https://go-kit.dev/providers","isPartOf":{"@type":"WebSite","name":"Kit","url":"https://go-kit.dev"}}</script>
 </head>
 <body>
@@ -143,6 +143,15 @@ For self-hosted or proxy endpoints:
 kit --provider-url "https://my-proxy.example.com/v1" --model openai/gpt-4o
 ```
 
+When `--provider-url` is set with an explicit `--model`, Kit routes through the
+`custom` (OpenAI-compatible) wire and strips any provider prefix from the model
+name. So `openai/gpt-4o`, `google/gemma-4-12b`, and bare `gpt-4o` all resolve
+to the same endpoint — Kit treats `--provider-url` as authoritative about *where*
+to send the request, and the model string as just the upstream model id.
+
+This avoids name collisions when a local server (LM Studio, Ollama, vLLM, ...)
+happens to expose a model whose name matches a known cloud provider.
+
 When `--provider-url` is provided without `--model`, Kit automatically defaults to `custom/custom`:
 
 ```bash
diff --git a/quick-start/index.html b/quick-start/index.html
index f31f503d..c41936ff 100644
--- a/quick-start/index.html
+++ b/quick-start/index.html
@@ -7,7 +7,7 @@
 <meta name="description" content="Get up and running with Kit in minutes.">
 <link rel="canonical" href="/quick-start">
 <link rel="stylesheet" href="/assets/index-Di_r5hA0.css">
-<script type="module" src="/assets/index-DbtwSydt.js"></script>
+<script type="module" src="/assets/index-BbQ_p9l4.js"></script>
 <script type="application/ld+json">{"@context":"https://schema.org","@type":"TechArticle","headline":"Quick Start","description":"Get up and running with Kit in minutes.","url":"https://go-kit.dev/quick-start","isPartOf":{"@type":"WebSite","name":"Kit","url":"https://go-kit.dev"}}</script>
 </head>
 <body>
diff --git a/sdk/callbacks/index.html b/sdk/callbacks/index.html
index 96997036..b59d5931 100644
--- a/sdk/callbacks/index.html
+++ b/sdk/callbacks/index.html
@@ -7,7 +7,7 @@
 <meta name="description" content="Monitor tool calls and streaming output with the Kit Go SDK.">
 <link rel="canonical" href="/sdk/callbacks">
 <link rel="stylesheet" href="/assets/index-Di_r5hA0.css">
-<script type="module" src="/assets/index-DbtwSydt.js"></script>
+<script type="module" src="/assets/index-BbQ_p9l4.js"></script>
 <script type="application/ld+json">{"@context":"https://schema.org","@type":"TechArticle","headline":"Callbacks","description":"Monitor tool calls and streaming output with the Kit Go SDK.","url":"https://go-kit.dev/sdk/callbacks","isPartOf":{"@type":"WebSite","name":"Kit","url":"https://go-kit.dev"}}</script>
 </head>
 <body>
diff --git a/sdk/options/index.html b/sdk/options/index.html
index 60e51744..450999d5 100644
--- a/sdk/options/index.html
+++ b/sdk/options/index.html
@@ -7,7 +7,7 @@
 <meta name="description" content="Configuration options for the Kit Go SDK.">
 <link rel="canonical" href="/sdk/options">
 <link rel="stylesheet" href="/assets/index-Di_r5hA0.css">
-<script type="module" src="/assets/index-DbtwSydt.js"></script>
+<script type="module" src="/assets/index-BbQ_p9l4.js"></script>
 <script type="application/ld+json">{"@context":"https://schema.org","@type":"TechArticle","headline":"SDK Options","description":"Configuration options for the Kit Go SDK.","url":"https://go-kit.dev/sdk/options","isPartOf":{"@type":"WebSite","name":"Kit","url":"https://go-kit.dev"}}</script>
 </head>
 <body>
diff --git a/sdk/overview/index.html b/sdk/overview/index.html
index 82d31c70..efa65b91 100644
--- a/sdk/overview/index.html
+++ b/sdk/overview/index.html
@@ -7,7 +7,7 @@
 <meta name="description" content="Embed Kit in your Go applications.">
 <link rel="canonical" href="/sdk/overview">
 <link rel="stylesheet" href="/assets/index-Di_r5hA0.css">
-<script type="module" src="/assets/index-DbtwSydt.js"></script>
+<script type="module" src="/assets/index-BbQ_p9l4.js"></script>
 <script type="application/ld+json">{"@context":"https://schema.org","@type":"TechArticle","headline":"Go SDK","description":"Embed Kit in your Go applications.","url":"https://go-kit.dev/sdk/overview","isPartOf":{"@type":"WebSite","name":"Kit","url":"https://go-kit.dev"}}</script>
 </head>
 <body>
diff --git a/sdk/sessions/index.html b/sdk/sessions/index.html
index 5f19275c..60415ffd 100644
--- a/sdk/sessions/index.html
+++ b/sdk/sessions/index.html
@@ -7,7 +7,7 @@
 <meta name="description" content="Session management in the Kit Go SDK.">
 <link rel="canonical" href="/sdk/sessions">
 <link rel="stylesheet" href="/assets/index-Di_r5hA0.css">
-<script type="module" src="/assets/index-DbtwSydt.js"></script>
+<script type="module" src="/assets/index-BbQ_p9l4.js"></script>
 <script type="application/ld+json">{"@context":"https://schema.org","@type":"TechArticle","headline":"SDK Sessions","description":"Session management in the Kit Go SDK.","url":"https://go-kit.dev/sdk/sessions","isPartOf":{"@type":"WebSite","name":"Kit","url":"https://go-kit.dev"}}</script>
 </head>
 <body>
diff --git a/search.json b/search.json
index 74cd59cd..c6ca8395 100644
--- a/search.json
+++ b/search.json
@@ -312,7 +312,7 @@
         "Model database"
       ],
       "tags": [],
-      "wordCount": 684
+      "wordCount": 767
     },
     {
       "id": "quick-start",
diff --git a/sessions/index.html b/sessions/index.html
index 4cd05158..e264d1c1 100644
--- a/sessions/index.html
+++ b/sessions/index.html
@@ -7,7 +7,7 @@
 <meta name="description" content="How Kit persists and manages conversation sessions.">
 <link rel="canonical" href="/sessions">
 <link rel="stylesheet" href="/assets/index-Di_r5hA0.css">
-<script type="module" src="/assets/index-DbtwSydt.js"></script>
+<script type="module" src="/assets/index-BbQ_p9l4.js"></script>
 <script type="application/ld+json">{"@context":"https://schema.org","@type":"TechArticle","headline":"Session Management","description":"How Kit persists and manages conversation sessions.","url":"https://go-kit.dev/sessions","isPartOf":{"@type":"WebSite","name":"Kit","url":"https://go-kit.dev"}}</script>
 </head>
 <body>
diff --git a/themes/index.html b/themes/index.html
index a1c60f42..868da698 100644
--- a/themes/index.html
+++ b/themes/index.html
@@ -7,7 +7,7 @@
 <meta name="description" content="Customize Kit's appearance with built-in themes, custom theme files, and the extension theme API.">
 <link rel="canonical" href="/themes">
 <link rel="stylesheet" href="/assets/index-Di_r5hA0.css">
-<script type="module" src="/assets/index-DbtwSydt.js"></script>
+<script type="module" src="/assets/index-BbQ_p9l4.js"></script>
 <script type="application/ld+json">{"@context":"https://schema.org","@type":"TechArticle","headline":"Themes","description":"Customize Kit's appearance with built-in themes, custom theme files, and the extension theme API.","url":"https://go-kit.dev/themes","isPartOf":{"@type":"WebSite","name":"Kit","url":"https://go-kit.dev"}}</script>
 </head>
 <body>