Cookbooks

Build powerful AI apps following our guides

Explore a vast library of open-source example cookbooks by the Together AI team.

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Fine-Tuning

Conversation Finetuning

Fine-tuning LLMs on multi-step conversations.

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Agents

Serial Chain Agent

Chain multiple LLM calls sequentially to process complex tasks.

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Fine-Tuning

LoRA Inference and Fine-tuning

Perform LoRA fine-tuning and inference on Together AI.

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RAG

MultiModal RAG with Nvidia Deck

Multimodal RAG using Nvidia investor slides

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Search

Multimodal Search and Conditional Image Generation

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

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Other

Structured Text Extraction from Images

Extract structured text from images

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Agents

Conditional Router Agent Workflow

Create an agent that routes tasks to specialized models.

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Fine-Tuning

Long Context Finetuning For Repetition

Fine-tuning LLMs to repeat back words in long sequences.

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RAG

Open Contextual RAG

An implementation of Contextual Retrieval using open models.

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Search

Embedding Visualization

Visualize vector embeddings

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Other

Summarization Evaluation

Summarizing and evaluating outputs with LLMs.

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Agents

Parallel Agent Workflow

Run multiple LLMs in parallel and aggregate their solutions.

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Fine-Tuning

Summarization Long Context Finetuning

Long context fine-tuning to improve summarization capabilities.

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RAG

Text RAG

Implement text-based Retrieval-Augmented Generation

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Search

Search with Reranking

Improve search results with rerankers

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Other

PDF to Podcast

Generate a podcast from PDF content NotebookLM style!

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Agents

Orchestrator Subtask Agent Workflow

Break down tasks into parallel subtasks to be executed by LLMs.

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Search

Semantic Search

Implement vector search with embedding models

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Other

Knowledge Graphs with Structured Outputs

Get LLMs to generate knowledge graphs

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Agents

Looping Agent Workflow

Build an agent that iteratively improves responses

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