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docs: update LLM docs to add output_dimensions example #1048

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Sep 25, 2025
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docs: update LLM docs to add output_dimensions example #1048

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8 changes: 8 additions & 0 deletions docs/docs/ai/llm.mdx
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Original file line number Diff line number Diff line change
Expand Up @@ -107,6 +107,8 @@ For text embedding, a spec for OpenAI looks like this:
cocoindex.functions.EmbedText(
api_type=cocoindex.LlmApiType.OPENAI,
model="text-embedding-3-small",
# Optional, use the default output dimension if not specified
output_dimension=1536,
)
```

Expand Down Expand Up @@ -199,7 +201,10 @@ For text embedding, a spec looks like this:
cocoindex.functions.EmbedText(
api_type=cocoindex.LlmApiType.GEMINI,
model="text-embedding-004",
# Optional, use the default task type if not specified
task_type="SEMANTICS_SIMILARITY",
# Optional, use the default output dimension if not specified
output_dimension=1536,
)
```

Expand Down Expand Up @@ -260,7 +265,10 @@ For text embedding, a spec for Vertex AI looks like this:
cocoindex.functions.EmbedText(
api_type=cocoindex.LlmApiType.VERTEX_AI,
model="text-embedding-005",
# Optional, use the default task type if not specified
task_type="SEMANTICS_SIMILARITY",
# Optional, use the default output dimension if not specified
output_dimension=1536,
api_config=cocoindex.llm.VertexAiConfig(project="your-project-id"),
)
```
Expand Down