⚡️ FlashAttention-4: up to 1.3× faster than cuDNN on NVIDIA Blackwell →

Introducing Together AI's new look →

🔎 ATLAS: runtime-learning accelerators delivering up to 4x faster LLM inference →

⚡ Together GPU Clusters: self-service NVIDIA GPUs, now generally available →

📦 Batch Inference API: Process billions of tokens at 50% lower cost for most models →

🪛 Fine-Tuning Platform Upgrades: Larger Models, Longer Contexts →

Cookbooks

Build powerful AI apps by following our guides

Explore our collection of open-source example and demo apps by the Together AI team.

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Knowledge Graphs with Structured Outputs

Get LLMs to generate knowledge graphs

Other
PDF to Podcast

Generate a podcast from PDF content NotebookLM style!

Other
Summarization Evaluation

Summarizing and evaluating outputs with LLMs.

Other
Structured Text Extraction from Images

Extract structured text from images

Search
Semantic Search

Implement vector search with embedding models

Search
Search with Reranking

Improve search results with rerankers

Search
Embedding Visualization

Visualize vector embeddings

Search
Multimodal Search and Conditional Image Generation

Text-to-image and image-to-image search and condtional image generation.

RAG
Text RAG

Implement text-based Retrieval-Augmented Generation

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