Documentation Catalog#

Browse all indexed documentation artifacts organized by source. Each artifact is a reference card pointing to an authoritative external doc page, enriched with metadata, topic tags, and editorial notes.

OpenAI#

  • API Platform — GPT models, function calling, embeddings, reasoning
  • Agents SDK — Multi-agent orchestration with handoffs
  • Symphony — Autonomous work management: issue tracker to PR

Anthropic#

  • Platform — Claude API, tool use, prompt engineering, Agent SDK
  • Claude Code — Agentic CLI tool for software engineering
  • MCP — Model Context Protocol for agent-to-tool communication

Google#

  • ADK — Agent Development Kit with workflow agents and graph orchestration

Microsoft#

  • Agent Framework — Enterprise agent orchestration (successor to AutoGen)
  • AutoGen — GroupChat multi-agent coordination (deprecated)

Other Providers#

  • Mistral AI — Open-weight models, API, agents, fine-tuning
  • Cohere — Enterprise LLMs, RAG, embeddings, reranking
  • DeepSeek — Open-source reasoning models, cost-effective inference
  • Together AI — Open-source model hosting, inference, fine-tuning
  • Fireworks AI — Fast inference and fine-tuning for open models

Protocols & Standards#

Methodologies#

Agent Frameworks#

  • LangChain — Composable LLM framework (includes LangGraph)
  • CrewAI — Role-based multi-agent orchestration
  • DSPy — Programming (not prompting) language models
  • Pydantic AI — Type-safe agent framework with Pydantic validation
  • Instructor — Structured output extraction from LLMs

Infrastructure & Evaluation#

  • Pinecone — Vector database for similarity search
  • Chroma — Open-source embedding database for RAG
  • RAGAS — Evaluation framework for RAG pipelines
  • DeepEval — Open-source LLM evaluation framework (pytest-style)
  • Weights & Biases — ML experiment tracking and AI observability
  • Safetensors — Secure model weight format (Hugging Face)
  • PEFT — Parameter-efficient fine-tuning: LoRA, QLoRA (Hugging Face)
  • TRL — Post-training: SFT, DPO, PPO, GRPO (Hugging Face)