# Docs

- [Quickstart](/docs/quickstart.md): Download our app for MacOS, Windows or Linux
- [Models and AI Providers](/docs/models-and-ai-providers.md): Connect to Ollama, OpenAI, OpenRouter, AWS, Azure, Vertex, Together, Fireworks, and more
- [End to End Project Demo](/docs/end-to-end-project-demo.md): Video walkthrough of creating tasks, evals, fine-tuning, synthetic data gen, and more!
- [Optimizers](/docs/optimizers.md): Tools to build the optimal AI system for your task
- [Fine Tuning](/docs/fine-tuning.md): Create custom fine-tuned models for your use case
- [Fine Tuning Guide](/docs/fine-tuning/fine-tuning-guide.md): Fine tuning 9 Models in 18 minutes
- [Train a Reasoning Model](/docs/fine-tuning/guide-train-a-reasoning-model.md): Built a reasoning model, like o3 or R1, for your use case
- [Fine Tuning for Tool Use](/docs/fine-tuning/fine-tuning-for-tool-use.md): Build fine-tuned models for calling a set of tools, like MCP
- [Evals & Specs](/docs/evals-and-specs.md): Two powerful tools to measure and optimize your AI systems
- [Specifications](/docs/evals-and-specs/specifications.md): Kiln Specs combine evals, synthetic data generation, and Kiln copilot into one easy to use feature
- [Evaluations](/docs/evals-and-specs/evaluations.md): Evaluate the quality of your models/tasks using state-of-the-art evals
- [Evaluate RAG Accuracy: Q\&A Evals](/docs/evals-and-specs/evaluate-rag-accuracy-q-and-a-evals.md): Know your Kiln Search tools find the right answer with RAG evals and synthetic Q\&A data
- [Evaluate Appropriate Tool Use](/docs/evals-and-specs/evaluate-appropriate-tool-use.md): Test your model's ability to appropriately invoke tools
- [Tools & MCP](/docs/tools-and-mcp.md): Connect powerful tools to your Kiln tasks
- [Connect to Existing Agents](/docs/tools-and-mcp/connect-to-existing-agents.md): You can connect Kiln Evals to existing agents on any platform, using MCP
- [Prompts](/docs/prompts.md): How to use our prompt optimizer, prompt generators, or create your own prompt
- [Automatic Prompt Optimizer](/docs/prompts/automatic-prompt-optimizer.md): Find the best prompt for your task, automatically.
- [Prompt Generators](/docs/prompts/prompt-generators.md): Prompt generators build prompts for you combing best practices and data from your dataset
- [Documents & Search (RAG)](/docs/documents-and-search-rag.md): Add knowledge to your AI systems with docs & search
- [Agents](/docs/agents.md): Building Agentic AI systems has never been easier
- [Skills](/docs/skills.md): Load more instructions, depending on the goal (Progressive Prompt Enhancement)
- [Synthetic Data Generation](/docs/synthetic-data-generation.md): Generate synthetic data for fine-tuning or evaluation
- [Issues](/docs/issues.md): Kiln Issues are an AI-native issue tracker for AI teams
- [Reasoning & Chain of Thought](/docs/reasoning-and-chain-of-thought.md): Improve your model's quality with inference time scaling
- [Reviewing and Rating](/docs/reviewing-and-rating.md): Ratings help multi-shot prompting, fine-tuning, evals, and more
- [Collaboration](/docs/collaboration.md): How to collaborate with your team using Kiln
- [Organizing Datasets](/docs/organizing-datasets.md): Tag, Filter, Sort, Import, Freeze and Split
- [Structured Data / JSON](/docs/structured-data-json.md)
- [Keyboard Shortcuts](/docs/keyboard-shortcuts.md)
- [Privacy](/docs/privacy.md): Kiln is private by design
- [Repairing Responses](/docs/repairing-responses.md): "Teach the model, you will" - ML Yoda
- [Troubleshooting & Logs](/docs/troubleshooting-and-logs.md): How to troubleshoot errors from the logs
- [Productionizing Kiln](/docs/productionizing-kiln.md): How to take ideas from the lab (Kiln) into your product
- [Contact Us](/docs/contact-us.md): We'd love to chat!