Compatibility Overview

How Agno adapters, provider endpoints, and model IDs determine feature compatibility.

Model compatibility depends on the Agno adapter, the provider endpoint, and the selected model ID. Capabilities still vary across models behind the shared interface.

Shared Model Interface

Every concrete Model adapter implements synchronous, asynchronous, streaming, and non-streaming invocation methods. Request features require support from additional layers:

Feature	What to verify
Streaming	The selected model and endpoint stream responses.
Tool calling	The selected model accepts tool schemas and returns tool calls.
Structured output	The adapter and model support the selected native schema, JSON mode, or structured-output tool path.
Multimodal input and output	The adapter handles the media type and the selected model accepts or returns that modality.

OpenAI-compatible adapters reuse an API format. Feature parity with OpenAI models varies. Gateways can route one adapter to models with different capabilities.

Multimodal Support

Each checkmark records a media path implemented by the adapter and corroborated by provider documentation, an Agno provider guide, a matching cookbook, or an automated test. A checkmark is an adapter-level signal. Select a model ID that supports the same modality. A blank cell means this page makes no compatibility claim.

Agno Adapter	Image Input	Audio Input	Audio Responses	Video Input	File Input
AIMLAPI	✅
Claude (Anthropic)	✅				✅
AwsBedrock	✅			✅	✅
Claude (AWS Bedrock)	✅
AzureAIFoundry	✅
AzureFoundryClaude	✅				✅
AzureOpenAI	✅
Cerebras
CerebrasOpenAI
Cloudflare
Cohere	✅
CometAPI	✅
DashScope	✅
DeepInfra
DeepSeek
Fireworks
Gemini	✅	✅	✅	✅	✅
GeminiInteractions	✅	✅	✅	✅	✅
Groq	✅
HuggingFace
WatsonX	✅
Inception
InternLM
LangDB
LiteLLM	✅	✅			✅
LiteLLMOpenAI	✅	✅
LlamaCpp
LMStudio	✅
Llama	✅
LlamaOpenAI	✅
MiniMax
MistralChat	✅
MoonShot
N1N
Nebius
Neosantara
Nexus
Nvidia
Ollama	✅
OllamaResponses
OpenAIChat	✅	✅	✅		✅
OpenAIResponses	✅				✅
OpenResponses
OpenRouter
OpenRouterResponses
Perplexity
Portkey
Requesty
Sambanova
Siliconflow
Together	✅
TuningEngines
V0	✅
VLLM
Claude (Vertex AI)	✅				✅
xAI	✅
MiMo

Developer Resources

• Model provider guides
• Structured output guide