OE openextract

Provider capability matrix

Status values:

Status Meaning
verified Exercised by repo examples or maintainer live smoke runs
expected Supported through pydantic-ai / the provider SDK, not yet smoke-tested here
unknown Possible via upstream, but openextract has not validated it

Media capabilities inherit from the model and provider SDK. Prefer a vision/audio-capable model identifier when extracting non-text media.

Matrix

Provider Extra Credentials Example model Text Image PDF Audio Video Usage Notes
OpenAI openai OPENAI_API_KEY openai:gpt-5 verified verified expected expected unknown verified Used by examples/basic/local_file.py, batch, retries
Anthropic anthropic ANTHROPIC_API_KEY anthropic:claude-sonnet-4 verified verified expected unknown unknown expected Used by bytes/async/receipt examples
Google (GLA) google GEMINI_API_KEY google-gla:gemini-2.5-pro expected expected expected expected unknown expected Prefix google-gla
Google (Vertex) google GCP ADC / Vertex config google-vertex:... expected expected expected expected unknown expected Prefix google-vertex
AWS Bedrock bedrock AWS creds / AWS_BEARER_TOKEN bedrock:anthropic.claude-sonnet-4-20250514-v1:0 expected expected expected unknown unknown expected Region and model access are account-specific
xAI xai XAI_API_KEY xai:grok-4.3 verified verified expected verified unknown verified Used by URL, usage, audio examples
Cohere cohere CO_API_KEY cohere:command-r-plus expected unknown unknown unknown unknown expected Multimodal support depends on model
Groq groq GROQ_API_KEY groq:llama-3.3-70b-versatile expected unknown unknown unknown unknown expected Model-dependent media support
Hugging Face huggingface HF_TOKEN huggingface:meta-llama/Llama-3.3-70B-Instruct expected unknown unknown unknown unknown expected Endpoint/model capabilities vary
Mistral mistral MISTRAL_API_KEY mistral:mistral-large-latest expected expected expected unknown unknown expected  
OpenRouter openrouter OPENROUTER_API_KEY openrouter:anthropic/claude-sonnet-4 expected expected expected unknown unknown expected Routes through OpenAI-compatible client
Cerebras openai CEREBRAS_API_KEY cerebras:llama3.1-70b expected unknown unknown unknown unknown expected OpenAI-compatible path
Ollama openai optional OLLAMA_API_KEY ollama:llama3 expected unknown unknown unknown unknown expected Local server; uses NativeOutput path
Outlines install pydantic-ai-slim[outlines-*] backend-specific outlines:transformers/... expected unknown unknown unknown unknown unknown Local constrained decoding; not an openextract extra

Install examples:

pip install 'openextract[openai]'
pip install 'openextract[anthropic]'
pip install 'openextract[all]'

Missing extras raise ProviderNotInstalledError with a provider-specific install hint when the model prefix is known (_PROVIDER_EXTRAS in src/openextract/_agent.py).

Known gaps / follow-ups