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docs: expand LLM provider pages and agent docs#99

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AmitoVrito merged 1 commit into
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docs/providers-and-agents
Mar 21, 2026
Merged

docs: expand LLM provider pages and agent docs#99
AmitoVrito merged 1 commit into
mainfrom
docs/providers-and-agents

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Summary

  • Expanded all 14 LLM provider pages (OpenAI, Anthropic, Ollama, Gemini, Cohere, Groq, DeepSeek, OpenRouter, Together AI, Fireworks AI, Perplexity AI, Cerebras, AWS Bedrock, Azure OpenAI) from stubs to 150-200+ line comprehensive reference pages with models tables, pricing, function calling examples, error handling, and cost tracking
  • Expanded agents/overview.md with a 30-tool built-in tools table, which-agent-type decision guide, side-by-side ReAct vs FunctionCalling code examples, streaming events, and multi-agent patterns
  • Added docs/agents/cookbook.md with 10 common agent patterns (RAG, file ops, web research, SQL, cost-bounded, streaming, multi-agent handoff, testing, human-in-the-loop, multi-provider fallback)
  • Added docs/agents/tool-authoring.md with complete guide to writing custom tools: @tool decorator, type hint to JSON Schema table, async tools, BaseTool class, error handling, ToolRegistry, parameterized tools, and pytest patterns
  • Updated sidebars.ts to include the two new agent pages

Closes #75 #76 #77 #78 #79 #80 #81 #82

- Expand all 14 LLM provider pages to 150-200+ lines each with models
  tables, pricing, function calling examples, error handling, and cost
  tracking sections (OpenAI, Anthropic, Ollama, Gemini, Cohere, Groq,
  DeepSeek, OpenRouter, Together AI, Fireworks AI, Perplexity AI,
  Cerebras, AWS Bedrock, Azure OpenAI)
- Expand agents/overview.md with 30-tool table, which-agent-type decision
  guide, side-by-side ReAct vs FunctionCalling examples, streaming events,
  and multi-agent patterns (issue #80)
- Add docs/agents/cookbook.md with 10 common agent patterns including RAG,
  file ops, SQL, cost-bounded, streaming, multi-agent handoff, and testing
  (issue #81)
- Add docs/agents/tool-authoring.md with @tool decorator guide, type hint
  mapping, async tools, BaseTool class, error handling, ToolRegistry, and
  testing patterns (issue #82)
- Update sidebars.ts to include agents/cookbook and agents/tool-authoring
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Expand OpenAI docs page (function calling, vision, embeddings, all models)

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