2025 in LLMs so far
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Simon Willison ยท llm tools, local models, ai engineering, coding
AI education source
Perplexity API docs
Official material for learning web-grounded AI search, Sonar, Agent API workflows, citations, retrieval, and model choice.
Start with: Read the overview, then compare Search, Sonar, Agent, and Embeddings APIs by use case.
Educator videos are listed first. Similar videos are labelled and included when they cover the same skills or adjacent topics.
Similar video
Simon Willison ยท llm tools, local models, ai engineering, coding
Developers building AI search and grounded research workflows should start here when they need ai search, sonar, agent api, grounded answers, model selection, and research workflows. The strongest fit is a learner who wants material in these formats: api docs, model docs, guides.
Read the overview, then compare Search, Sonar, Agent, and Embeddings APIs by use case. After that, open one related resource below and write down the exact workflow, concept, or implementation pattern you want to apply.
Official material for learning web-grounded AI search, Sonar, Agent API workflows, citations, retrieval, and model choice. Use this profile when you are comparing educators by topic, level, format, and practical usefulness rather than browsing random AI content.
Compare the skill coverage, the starting recommendation, and the related videos. If you need ai search, search the directory for that skill and shortlist three profiles before committing to a course, book, or playlist.
| Resource | Kind | Level | Use when |
|---|---|---|---|
|
OpenAI model guide
OpenAI
|
Model docs | Beginner to advanced | You need to choose between GPT models, reasoning models, latency-sensitive models, and cost-sensitive API paths. |
|
Claude models overview
Anthropic
|
Model docs | Beginner to advanced | You need the official comparison of Claude models before choosing Opus, Sonnet, or a lower-cost option. |
|
Gemini API models
Google AI for Developers
|
Model docs | Beginner to advanced | You need to compare Gemini model versions, context windows, modalities, stable releases, and experimental model IDs. |
|
Mistral models overview
Mistral AI
|
Model docs | Beginner to advanced | You need to compare Mistral model capabilities, performance tradeoffs, and use-case fit. |
|
Cohere models overview
Cohere
|
Model docs | Beginner to advanced | You need to choose between Cohere chat, embedding, and rerank models for grounded enterprise search. |
|
DeepSeek API docs
DeepSeek
|
API docs | Beginner to advanced | You need first-call examples and OpenAI-compatible API usage for DeepSeek models. |
|
DeepSeek models and pricing
DeepSeek
|
Model docs | Beginner to advanced | You need current DeepSeek model names, pricing, and deprecation notes before building against the API. |
|
Qwen API platform
Qwen
|
API docs | Beginner to advanced | You need official Qwen API access, examples, and model-family context. |
|
xAI Grok models
xAI
|
Model docs | Beginner to advanced | You need the official Grok model chooser for chat, coding, image, video, and voice workflows. |
|
Perplexity API overview
Perplexity
|
API docs | Beginner to advanced | You need to understand Search, Sonar, Agent, and Embeddings APIs for grounded AI research workflows. |