together.cookbooks
Open source example cookbooks by the Together AI team.
Agents
Serial Chain Agent
Chain multiple LLM calls sequentially to process complex tasks.
Conditional Router Agent Workflow
Create an agent that routes tasks to specialized models.
Parallel Agent Workflow
Run multiple LLMs in parallel and aggregate their solutions.
Orchestrator Subtask Agent Workflow
Break down tasks into parallel subtasks to be executed by LLMs.
Looping Agent Workflow
Build an agent that iteratively improves responses
Fine-tuning
Conversation Finetuning
Fine-tuning LLMs on multi-step conversations.
LoRA Inference and Fine-tuning
Perform LoRA fine-tuning and inference on Together AI.
Long Context Finetuning For Repetition
Fine-tuning LLMs to repeat back words in long sequences.
Summarization Long Context Finetuning
Long context fine-tuning to improve summarization capabilities.
Retrieval-augmented generation
MultiModal RAG with Nvidia Deck
Multimodal RAG using Nvidia investor slides
Open Contextual RAG
An implementation of Contextual Retrieval using open models.
Text RAG
Implement text-based Retrieval-Augmented Generation
Search
Multimodal Search and Conditional Image Generation
Text-to-image and image-to-image search and condtional image generation.
Embedding Visualization
Visualize vector embeddings
Search with Reranking
Improve search results with rerankers
Semantic Search
Implement vector search with embedding models
Miscellaneous
Structured Text Extraction from Images
Extract structured text from images
Summarization Evaluation
Summarizing and evaluating outputs with LLMs.
PDF to Podcast
Generate a podcast from PDF content NotebookLM style!
Knowledge Graphs with Structured Outputs
Get LLMs to generate knowledge graphs
