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docs/docs/providers/agents/index.mdx
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@ -13,6 +13,6 @@ title: Agents
Agents
APIs for creating and interacting with agentic systems.
APIs for creating and interacting with agentic systems.
This section contains documentation for all available providers for the **agents** API.

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docs/docs/providers/batches/index.mdx
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@ -19,14 +19,14 @@ title: Batches
## Overview
The Batches API enables efficient processing of multiple requests in a single operation,
particularly useful for processing large datasets, batch evaluation workflows, and
cost-effective inference at scale.
particularly useful for processing large datasets, batch evaluation workflows, and
cost-effective inference at scale.
The API is designed to allow use of openai client libraries for seamless integration.
The API is designed to allow use of openai client libraries for seamless integration.
This API provides the following extensions:
- idempotent batch creation
This API provides the following extensions:
- idempotent batch creation
Note: This API is currently under active development and may undergo changes.
Note: This API is currently under active development and may undergo changes.
This section contains documentation for all available providers for the **batches** API.

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docs/docs/providers/eval/index.mdx
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@ -13,6 +13,6 @@ title: Eval
Evaluations
Llama Stack Evaluation API for running evaluations on model and agent candidates.
Llama Stack Evaluation API for running evaluations on model and agent candidates.
This section contains documentation for all available providers for the **eval** API.

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docs/docs/providers/files/index.mdx
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@ -13,6 +13,6 @@ title: Files
Files
This API is used to upload documents that can be used with other Llama Stack APIs.
This API is used to upload documents that can be used with other Llama Stack APIs.
This section contains documentation for all available providers for the **files** API.

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docs/docs/providers/inference/index.mdx
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@ -18,11 +18,11 @@ title: Inference
Inference
Llama Stack Inference API for generating completions, chat completions, and embeddings.
Llama Stack Inference API for generating completions, chat completions, and embeddings.
This API provides the raw interface to the underlying models. Three kinds of models are supported:
- LLM models: these models generate "raw" and "chat" (conversational) completions.
- Embedding models: these models generate embeddings to be used for semantic search.
- Rerank models: these models reorder the documents based on their relevance to a query.
This API provides the raw interface to the underlying models. Three kinds of models are supported:
- LLM models: these models generate "raw" and "chat" (conversational) completions.
- Embedding models: these models generate embeddings to be used for semantic search.
- Rerank models: these models reorder the documents based on their relevance to a query.
This section contains documentation for all available providers for the **inference** API.

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docs/docs/providers/safety/index.mdx
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@ -13,6 +13,6 @@ title: Safety
Safety
OpenAI-compatible Moderations API.
OpenAI-compatible Moderations API.
This section contains documentation for all available providers for the **safety** API.