DATA EXTRACTION

Transform unstructured data into JSON with powerful schema validation and parsing. Handle the most complex schemas with confidence.

PRECISE EXTRACTION

Extract structured data with guaranteed schema compliance using JSON Schema validation. Handle complex nested objects and recursive data structures with confidence.

Function Calling

Define custom functions and tools that LLMs can use to fetch and transform data automatically.

JSON Mode

Guarantee valid JSON output every time with built-in JSON mode support.

Chain Functions

Handle complex workflows by chaining multiple function calls together seamlessly.

FLEXIBLE PROCESSING

Process data at scale with our Batch API, or stream response objects in real-time as they are generated.

Real-time Streaming

Stream parsed results in real-time as they're generated for immediate use.

Batch Processing

Process millions of documents in parallel with our high-performance batch API.

Format Support

Handle any data format with support for strings, numbers, booleans, and custom types.

FAMILIAR TOOLING

First-class SDK support for TypeScript, Python, and more. Support for popular validation tools like Pydantic and Zod.

OpenAI Compatible

Drop-in replacement for OpenAI SDK. Switch providers with a single line of code.

Framework Ready

Ready to use with LangChain, LlamaIndex, and other LLM frameworks.

Schema Tools

Built-in support for Pydantic, Zod, and other popular validation tools.

RELATED MODELS

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Meta Llama 3.1 8B Instruct FP8

Meta Llama 3.1 is a collection of advanced, multilingual large language models designed for dialogues, available in 8B, 70B, and 405B sizes, that outperform many chat models on industry benchmarks and emphasize safe, responsible use in various applications.

meta-llama/llama-3.2-11b-instruct/fp-16 visualization

Meta Llama 3.2 11B Instruct FP16

Llama 3.2-Vision, developed by Meta, is a state-of-the-art multimodal language model optimized for image recognition, reasoning, and captioning, surpassing both open and closed models in industry benchmarks.

Mistral Nemo 12B Instruct FP8

Mistral-NeMo-12B-Instruct is a 12-billion-parameter multilingual large language model designed for English-language chat applications, featuring impressive multilingual and code comprehension, with customization options via NVIDIA's NeMo Framework.