GITBOOK-1002: docs: quick fix

Author: techpro-aimlapi

docs/README.md

@@ -173,8 +173,8 @@ If you've already made your choice and know the model ID, use the [Search panel]
 [function-calling.md](capabilities/function-calling.md)
 {% endcontent-ref %}
 
-{% content-ref url="capabilities/vision-in-text-models.md" %}
-[vision-in-text-models.md](capabilities/vision-in-text-models.md)
+{% content-ref url="capabilities/image-to-text-vision.md" %}
+[image-to-text-vision.md](capabilities/image-to-text-vision.md)
 {% endcontent-ref %}
 
 {% content-ref url="capabilities/web-search.md" %}
@@ -187,7 +187,7 @@ If you've already made your choice and know the model ID, use the [Search panel]
 
 ## Going Deeper
 
-<table data-header-hidden data-full-width="false"><thead><tr><th width="409.4000244140625"></th><th valign="top"></th></tr></thead><tbody><tr><td><p><strong>Use more text model capabilities in your project:</strong><br><br><span data-gb-custom-inline data-tag="emoji" data-code="1f4d6">📖</span> <a href="capabilities/completion-or-chat-models.md">​Completion and Chat Completion</a></p><p><span data-gb-custom-inline data-tag="emoji" data-code="1f4d6">📖</span> <a href="capabilities/function-calling.md">Function Calling</a></p><p><span data-gb-custom-inline data-tag="emoji" data-code="1f4d6">📖</span> <a href="capabilities/streaming-mode.md">Streaming Mode</a></p><p><span data-gb-custom-inline data-tag="emoji" data-code="1f4d6">📖</span> <a href="capabilities/vision-in-text-models.md">Vision in Text Models (Image-to-Text)</a></p><p><span data-gb-custom-inline data-tag="emoji" data-code="1f4d6">📖</span> <a href="capabilities/code-generation.md">Code Generation</a></p><p><span data-gb-custom-inline data-tag="emoji" data-code="1f4d6">📖</span> <a href="capabilities/thinking-reasoning.md">Thinking / Reasoning</a></p><p><span data-gb-custom-inline data-tag="emoji" data-code="1f4d6">📖</span> <a href="capabilities/web-search.md">Web Search</a><br><br></p></td><td valign="top"><p><strong>Miscellaneous</strong>:<br><br><span data-gb-custom-inline data-tag="emoji" data-code="1f517">🔗</span> <a href="integrations/our-integration-list.md">Integrations</a></p><p><span data-gb-custom-inline data-tag="emoji" data-code="1f4d7">📗</span> <a href="/broken/pages/Zz7piDzGOANDC63nM8xE">Glossary</a></p><p><span data-gb-custom-inline data-tag="emoji" data-code="26a0">⚠️</span> <a href="/broken/pages/YApTOWrutNaVS6Kmkbi4">Errors and Messages</a></p><p><span data-gb-custom-inline data-tag="emoji" data-code="2753">❓</span> <a href="/broken/pages/woZ3J6qGHZ4rL9NFv2cL">FAQ </a>​</p><p><br></p></td></tr><tr><td><strong>Learn more about developer-specific features:</strong><br><br><span data-gb-custom-inline data-tag="emoji" data-code="1f4d6">📖</span> <a href="capabilities/anthropic.md">Features of Anthropic Models</a><br></td><td valign="top"></td></tr></tbody></table>
+<table data-header-hidden data-full-width="false"><thead><tr><th width="409.4000244140625"></th><th valign="top"></th></tr></thead><tbody><tr><td><p><strong>Use more text model capabilities in your project:</strong><br><br><span data-gb-custom-inline data-tag="emoji" data-code="1f4d6">📖</span> <a href="capabilities/completion-or-chat-models.md">​Completion and Chat Completion</a></p><p><span data-gb-custom-inline data-tag="emoji" data-code="1f4d6">📖</span> <a href="capabilities/function-calling.md">Function Calling</a></p><p><span data-gb-custom-inline data-tag="emoji" data-code="1f4d6">📖</span> <a href="capabilities/streaming-mode.md">Streaming Mode</a></p><p><span data-gb-custom-inline data-tag="emoji" data-code="1f4d6">📖</span> <a href="capabilities/image-to-text-vision.md">Vision in Text Models (Image-to-Text)</a></p><p><span data-gb-custom-inline data-tag="emoji" data-code="1f4d6">📖</span> <a href="capabilities/code-generation.md">Code Generation</a></p><p><span data-gb-custom-inline data-tag="emoji" data-code="1f4d6">📖</span> <a href="capabilities/thinking-reasoning.md">Thinking / Reasoning</a></p><p><span data-gb-custom-inline data-tag="emoji" data-code="1f4d6">📖</span> <a href="capabilities/web-search.md">Web Search</a><br><br></p></td><td valign="top"><p><strong>Miscellaneous</strong>:<br><br><span data-gb-custom-inline data-tag="emoji" data-code="1f517">🔗</span> <a href="integrations/our-integration-list.md">Integrations</a></p><p><span data-gb-custom-inline data-tag="emoji" data-code="1f4d7">📗</span> <a href="/broken/pages/Zz7piDzGOANDC63nM8xE">Glossary</a></p><p><span data-gb-custom-inline data-tag="emoji" data-code="26a0">⚠️</span> <a href="/broken/pages/YApTOWrutNaVS6Kmkbi4">Errors and Messages</a></p><p><span data-gb-custom-inline data-tag="emoji" data-code="2753">❓</span> <a href="/broken/pages/woZ3J6qGHZ4rL9NFv2cL">FAQ </a>​</p><p><br></p></td></tr><tr><td><strong>Learn more about developer-specific features:</strong><br><br><span data-gb-custom-inline data-tag="emoji" data-code="1f4d6">📖</span> <a href="capabilities/anthropic.md">Features of Anthropic Models</a><br></td><td valign="top"></td></tr></tbody></table>
 
 ## Have a Minute? Help Make the Docs Better!
 

docs/SUMMARY.md

@@ -526,7 +526,7 @@
 * [Code Generation](capabilities/code-generation.md)
 * [Function Calling](capabilities/function-calling.md)
 * [Thinking / Reasoning](capabilities/thinking-reasoning.md)
-* [Vision in Text Models](capabilities/vision-in-text-models.md)
+* [Vision in Text Models](capabilities/image-to-text-vision.md)
 * [Web Search](capabilities/web-search.md)
 * [Batch Processing](capabilities/batch-processing.md)
 * [Features of Anthropic Models](capabilities/anthropic.md)

docs/api-references/vision-models/image-analysis.md

@@ -1,5 +1,5 @@
 # Image Analysis
 
-Some multimodal[^1] text models can recognize various objects, scenes, references, and artistic styles in an image. It would be somewhat inaccurate to duplicate their description here, as they are not specialized Vision models in the classical sense. You can read more about this functionality in the **Capabilities** section, specifically in the [Vision in Text Models (Image-to-Text)](../../capabilities/vision-in-text-models.md) article.
+Some multimodal[^1] text models can recognize various objects, scenes, references, and artistic styles in an image. It would be somewhat inaccurate to duplicate their description here, as they are not specialized Vision models in the classical sense. You can read more about this functionality in the **Capabilities** section, specifically in the [Vision in Text Models (Image-to-Text)](../../capabilities/image-to-text-vision.md) article.
 
 [^1]: **Multimodal models** can process and understand multiple types of input, such as text and images, rather than just one.

…cs/capabilities/vision-in-text-models.md docs/capabilities/image-to-text-vision.mddocs/capabilities/vision-in-text-models.md renamed to docs/capabilities/image-to-text-vision.md docs/capabilities/vision-in-text-models.md renamed to docs/capabilities/image-to-text-vision.md

@@ -96,7 +96,7 @@ response = requests.post(
     url = "https://api.aimlapi.com/v1/chat/completions",
     headers = {
         # Insert your AIML API Key instead of <YOUR_AIMLAPI_KEY>:  
-        "Authorization": "Bearer d09bc3015a66486e9bd4e6d1942934e1",
+        "Authorization": "Bearer <YOUR_AIMLAPI_KEY>",
         "Content-Type": "application/json"
     },