Checkpoint: 2026-04-02 03:34:05 UTC - My wife is preserved

skills/mlops/inference/instructor/references/providers.md

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+# Provider Configuration
+
+Guide to using Instructor with different LLM providers.
+
+## Anthropic Claude
+
+```python
+import instructor
+from anthropic import Anthropic
+
+# Basic setup
+client = instructor.from_anthropic(Anthropic())
+
+# With API key
+client = instructor.from_anthropic(
+    Anthropic(api_key="your-api-key")
+)
+
+# Recommended mode
+client = instructor.from_anthropic(
+    Anthropic(),
+    mode=instructor.Mode.ANTHROPIC_TOOLS
+)
+
+# Usage
+result = client.messages.create(
+    model="claude-sonnet-4-5-20250929",
+    max_tokens=1024,
+    messages=[{"role": "user", "content": "..."}],
+    response_model=YourModel
+)
+```
+
+## OpenAI
+
+```python
+from openai import OpenAI
+
+client = instructor.from_openai(OpenAI())
+
+result = client.chat.completions.create(
+    model="gpt-4o-mini",
+    response_model=YourModel,
+    messages=[{"role": "user", "content": "..."}]
+)
+```
+
+## Local Models (Ollama)
+
+```python
+client = instructor.from_openai(
+    OpenAI(
+        base_url="http://localhost:11434/v1",
+        api_key="ollama"
+    ),
+    mode=instructor.Mode.JSON
+)
+
+result = client.chat.completions.create(
+    model="llama3.1",
+    response_model=YourModel,
+    messages=[...]
+)
+```
+
+## Modes
+
+- `Mode.ANTHROPIC_TOOLS`: Recommended for Claude
+- `Mode.TOOLS`: OpenAI function calling
+- `Mode.JSON`: Fallback for unsupported providers