From 8bceff105c5a10ae960947f2e45fa7979c384bbd Mon Sep 17 00:00:00 2001
From: Zohaib Hassnain <109234410+ZohaibHassan16@users.noreply.github.com>
Date: Thu, 3 Sep 2026 22:29:23 +0500
Subject: [PATCH] docs(llms): sweep retired model as qodo found

---
 docs/guides/llm-integrations.md | 2 +-
 semantica/llms/__init__.py      | 2 +-
 semantica/llms/litellm.py       | 6 +++---
 3 files changed, 5 insertions(+), 5 deletions(-)

diff --git a/docs/guides/llm-integrations.md b/docs/guides/llm-integrations.md
index de0d3452..09458d58 100644
--- a/docs/guides/llm-integrations.md
+++ b/docs/guides/llm-integrations.md
@@ -157,7 +157,7 @@ Install with `pip install "semantica[llm-anthropic]"` (or just `pip install anth
 ```python
 from semantica.llms import Anthropic
 
-claude = Anthropic(model="claude-sonnet-5", api_key="YOUR_ANTHROPIC_KEY")
+claude = Anthropic(model="claude-sonnet-4-6", api_key="YOUR_ANTHROPIC_KEY")
 # api_key falls back to the ANTHROPIC_API_KEY environment variable
 
 # is_available() only confirms a client was constructed from some key.
diff --git a/semantica/llms/__init__.py b/semantica/llms/__init__.py
index 741426a1..943a88e6 100644
--- a/semantica/llms/__init__.py
+++ b/semantica/llms/__init__.py
@@ -35,7 +35,7 @@ Example Usage:
     >>> llm = LiteLLM(model="openai/gpt-4o", api_key="your-key")
     >>> response = llm.generate("Hello, world!")
     >>> # Or use other providers via LiteLLM
-    >>> llm = LiteLLM(model="anthropic/claude-sonnet-4-20250514")
+    >>> llm = LiteLLM(model="anthropic/claude-sonnet-5")
     >>> response = llm.generate("Hello, world!")
     >>>
     >>> # Anthropic provider
diff --git a/semantica/llms/litellm.py b/semantica/llms/litellm.py
index 6756ec96..770db273 100644
--- a/semantica/llms/litellm.py
+++ b/semantica/llms/litellm.py
@@ -31,7 +31,7 @@ class LiteLLM:
     Provides unified interface to 100+ LLM providers through LiteLLM library.
     Supports providers like OpenAI, Anthropic, Groq, Azure, Bedrock, Vertex AI, etc.
     
-    Model format: "provider/model-name" (e.g., "openai/gpt-4o", "anthropic/claude-sonnet-4-20250514", "groq/llama-3.1-8b-instant")
+    Model format: "provider/model-name" (e.g., "openai/gpt-4o", "anthropic/claude-sonnet-5", "groq/llama-3.1-8b-instant")
     
     Example:
         >>> from semantica.llms import LiteLLM
@@ -39,7 +39,7 @@ class LiteLLM:
         >>> response = llm.generate("What is AI?")
         >>> 
         >>> # Use with different providers
-        >>> llm = LiteLLM(model="anthropic/claude-sonnet-4-20250514")
+        >>> llm = LiteLLM(model="anthropic/claude-sonnet-5")
         >>> response = llm.generate("Hello!")
     """
 
@@ -54,7 +54,7 @@ class LiteLLM:
 
         Args:
             model: Model identifier in format "provider/model-name"
-                   Examples: "openai/gpt-4o", "anthropic/claude-sonnet-4-20250514",
+                   Examples: "openai/gpt-4o", "anthropic/claude-sonnet-5",
                              "groq/llama-3.1-8b-instant", "azure/gpt-4", etc.
             api_key: API key (optional, can use environment variables)
             **kwargs: Additional LiteLLM options (temperature, max_tokens, etc.)