Elvis Saravia
DAIR.AI Prompt Engineering Guide · Beginner to advanced
A broad prompt engineering guide with many concrete examples and patterns.
Skills
Prompting, RAG, Reasoning, Agents
AI directory search
Search across educators, skills, and resources.
Use this when you know the topic you need: Claude Code, MCP, evals, RAG, agents, product, coding, prompting, foundations, or model internals.
33 matches for "Reasoning"
Educators
Providers and platforms
OpenAI
OpenAI docs, Academy, and Cookbook · Beginner to advanced
Official model and implementation material for learning current GPT-5.6 choices, Codex workflows, subagents, memories, agent evals, MCP and connector patterns, retrieval, background jobs, prompt engineering, production best practices, model optimization, structured outputs, and OpenAI's newer Academy learning path.
Topics
GPT models, Reasoning models, Model selection, Agents, Subagents, RAG, Structured outputs, MCP, Evals, Memories
Mistral AI
Mistral models docs · Beginner to advanced
Official material for comparing current Mistral families such as Devstral, Magistral, Voxtral, OCR, and newer Small and Medium models across coding, reasoning, and multimodal use cases.
Topics
Mistral models, Open models, Model selection, Agents, Coding, Reasoning, Multimodal AI
DeepSeek
DeepSeek API docs · Beginner to advanced
Official DeepSeek API material for learning model access, OpenAI-compatible usage, reasoning mode, pricing, and current migration details from the live models list rather than third-party screenshots.
Topics
DeepSeek, Reasoning models, Coding models, OpenAI-compatible APIs, Model selection
xAI
xAI Grok model docs · Beginner to advanced
Official xAI material for learning current Grok choices across chat, coding, image, video, and voice APIs, plus Build workflows, aliasing, and release-version behavior.
Topics
Grok 4.6, Grok Build, Reasoning models, Coding models, Image models, Video models, Model selection
Learning paths
Frontier models and model selection
Builders choosing between Claude, GPT, Gemini, Llama, Mistral, Cohere, DeepSeek, Qwen, Grok, Perplexity, and hosted open models
Learn first
- When to use Claude or GPT-class reasoning models for complex coding, analysis, and long-horizon agent work
- How Gemini, Llama, Mistral, Cohere, DeepSeek, Qwen, Grok, and Perplexity differ by modality, openness, retrieval, coding, and price
- Context windows, output limits, latency, pricing, tool support, and eval-based routing
- How to migrate safely when frontier model versions change
Good matches
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Resources
Prompt Engineering Guide
Guide · DAIR.AI · Beginner to advanced
You want examples of prompting techniques and patterns.
prompting, rag, reasoning, agents
OpenAI conversation state
Guide · OpenAI · Intermediate
You need the official OpenAI pattern for preserving conversation state, reasoning items, and multi-turn context across longer-lived agent workflows.
openai, conversation state, responses api, reasoning, agents
OpenAI model guide
Model docs · OpenAI · Beginner to advanced
You need to choose between current GPT-5.6 variants, smaller GPT-5.4 variants, reasoning levels, tool support, and cost-sensitive API paths, including the current default starting points of GPT-5.6 Sol, Terra, and Luna.
openai, gpt, gpt-5, reasoning models, model selection
OpenAI all models
Model catalog · OpenAI · Beginner to advanced
You want the current full OpenAI model catalog, including older and deprecated entries, before wiring exact model IDs into evals, tooling, or migrations.
openai, model catalog, gpt, codex, reasoning models
Using GPT-5.6
Guide · OpenAI · Intermediate
You need the current OpenAI guidance for migrating to GPT-5.6, Sol or Terra tradeoffs, prompt shape changes, and tool-heavy workflow behavior.
openai, gpt-5.6, coding, reasoning, tool use
Prompting guidance for GPT-5.6
Guide · OpenAI · Intermediate
You want the official prompting adjustments for GPT-5.6 instead of reusing older GPT habits unchanged.
openai, gpt-5.6, prompting, reasoning, tool use
OpenAI prompt engineering
Guide · OpenAI · Intermediate
You want the broader official OpenAI prompting reference for task framing, examples, structure, and model-specific workflow design.
openai, prompt engineering, structured outputs, reasoning, tool use
OpenAI reasoning model guide
Guide · OpenAI · Intermediate
You need to understand when internal reasoning is useful for coding, scientific work, agents, and harder multi-step tasks.
openai, gpt, reasoning models, agents, coding
OpenAI deep research guide
Guide · OpenAI · Intermediate to advanced
You want the official OpenAI path for long-running research tasks that combine reasoning, web search, remote MCP servers, and detailed cited reports.
openai, deep research, web search, mcp, research workflows
OpenAI compaction guide
Guide · OpenAI · Intermediate
You need the official pattern for compressing long agent conversations and preserving the right context instead of letting transcripts grow until quality or cost breaks down.
openai, compaction, context management, long-running agents, reasoning
Anthropic Advisor tool
Guide · Anthropic · Intermediate to advanced
You want Anthropic's current pattern for combining a fast executor with a higher-intelligence advisor model inside one tool-using workflow.
anthropic, advisor tool, tool use, reasoning, agents
Gemini prompt design strategies
Guide · Google AI for Developers · Intermediate
You want current Gemini-specific prompting advice for system instructions, reasoning tasks, multimodal inputs, and tool-connected workflows.
gemini, prompting, reasoning, multimodal, tool use
Cohere tool use and agents quickstart
Quickstart · Cohere · Intermediate
You want the official Cohere path for building tool-using agentic applications with multi-step reasoning and citations.
cohere, agents, tool use, reasoning, citations
DeepSeek API docs
API docs · DeepSeek · Beginner to advanced
You need first-call examples, OpenAI-compatible API usage, and current migration notes for DeepSeek models.
deepseek, reasoning models, coding models, openai compatible, api examples
DeepSeek models and pricing
Model docs · DeepSeek · Beginner to advanced
You need current DeepSeek model names, pricing, and deprecation notes before building against the API.
deepseek, reasoning models, pricing, model deprecations, model selection
DeepSeek Chat and Reasoner alias migration
Migration note · DeepSeek · Intermediate
You need to know that `deepseek-chat` and `deepseek-reasoner` are temporary aliases mapped to DeepSeek V4 Flash modes and scheduled for deprecation.
deepseek, model aliases, deepseek-v4-flash, migrations, reasoning models
xAI Grok models
Model docs · xAI · Beginner to advanced
You need the official Grok model chooser for chat, coding, image, video, and voice workflows, plus aliasing and dated release details.
xai, grok, reasoning models, coding models, image models
Perplexity Sonar models
Model docs · Perplexity · Intermediate
You need to compare Sonar, Sonar Pro, Sonar Reasoning Pro, and Sonar Deep Research for grounded search workflows.
perplexity, sonar, deep research, reasoning, model selection
Mistral OCR guide
Guide · Mistral AI · Intermediate
You want Mistral's current document-AI path for OCR, PDF extraction, and downstream RAG or automation workflows instead of treating OCR as a separate stack.
mistral, ocr, document ai, multimodal, extraction
Cohere Command A Reasoning
Model docs · Cohere · Intermediate
You want Cohere's current reasoning-model reference for enterprise tool use, RAG, and multilingual agent workflows before defaulting to a generic Command model.
cohere, command a reasoning, reasoning models, tool use, rag
Cohere Reasoning Capabilities
Guide · Cohere · Intermediate
You want Cohere's official explanation of reasoning modes and thinking budgets before choosing whether a Command reasoning model is worth the extra latency or cost.
cohere, reasoning, tool use, agents, thinking budgets
Cohere Command A+ release notes
Release notes · Cohere · Intermediate
You want the latest official Cohere model-release context, including Command A+ changes across vision, reasoning, translation, and agentic tasks.
cohere, command a+, vision, reasoning, agentic tasks
DeepSeek list models
API reference · DeepSeek · Intermediate
You need the live model identifiers available from DeepSeek before wiring production or eval configs.
deepseek, model selection, api reference, reasoning models, coding models
DeepSeek V4 Preview release
Release notes · DeepSeek · Intermediate
You want the official DeepSeek announcement for the V4 Preview family before relying on third-party summaries of Flash, Pro, or context-length changes.
deepseek, v4, release notes, reasoning models, coding models
DeepSeek-V4-Pro GA Release
Release notes · DeepSeek · Intermediate
You want the official August 13, 2026 GA release note for DeepSeek-V4-Pro, including the linked pricing update and current V4 family positioning.
deepseek, v4 pro, ga release, reasoning models, pricing
xAI Grok 4.6
Model docs · xAI · Intermediate
You want the official xAI page for the current flagship Grok model before comparing it with Claude, GPT, Gemini, or routed alternatives.
xai, grok 4.6, coding, reasoning, model selection
DAIR.AI Prompt Engineering Guide
Guide · Elvis Saravia · Beginner to advanced
Use this when you want Elvis Saravia's material for prompting and related AI skills.
Prompting, RAG, Reasoning, Agents