API docs · Perplexity · Intermediate
You want to compare search, Sonar, Agent API, and cited research workflows from the primary source.
ai search, deep research, grounded answers, sonar, research workflows
Cookbook · Perplexity · Intermediate
You want a current, implementation-focused Perplexity walkthrough for long-running deep-research jobs, async handling, and batch-style research flows.
deep research, agent api, async workflows, research workflows, grounded answers
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
Guide · OpenAI · Intermediate
You want the official OpenAI path for live web retrieval, citations, and freshness-aware research behavior inside agent workflows.
openai, web search, grounded answers, research workflows, agents
Guide · OpenAI · Intermediate
You need the official path for file search, retrieval, and grounded answers before designing a RAG stack.
openai, retrieval, rag, file search, knowledge
API docs · Perplexity · Beginner to advanced
You need to understand Search, Agent, and Embeddings APIs for grounded AI research workflows and multi-provider model access.
perplexity, agent api, search api, ai search, grounded answers
GitHub repo · Perplexity · Intermediate
You want Perplexity's open evaluation suites for benchmarking grounded search quality and comparing search API behavior against other retrieval stacks.
perplexity, search evals, benchmarks, grounded answers, evaluation
Guide · Google AI for Developers · Intermediate
You want Google's newest first-party retrieval path for grounded Gemini answers with managed chunking, indexing, and multimodal embeddings.
gemini, file search, rag, interactions api, grounded answers
Guide · Google AI for Developers · Intermediate
You want Gemini to read and reason over live web pages directly, which is useful for cited research, page summarization, and web-grounded automation.
gemini, url context, web pages, grounded answers, research workflows
Guide · Cohere · Intermediate
You are learning RAG quality work and want a focused official guide on reranking before debugging retrieval only through prompt changes.
cohere, reranking, rag, retrieval, search relevance
Tool docs · xAI · Intermediate
You want xAI's official grounded-search tool docs before using Grok for real-time web research or tool-using agent workflows.
xai, web search, grounded answers, tool use, agents
API docs · Perplexity · Intermediate
You need ranked web results and domain filtering rather than only generated summaries.
perplexity, search api, ai search, grounded answers, rag
Feature guide · Perplexity · Intermediate to advanced
You want Perplexity's August 2026 guide for long-running, evidence-backed collection jobs that discover many entities, cite each result, and write downloadable output files.
perplexity, wide research, background mode, grounded answers, research workflows
Guide · Perplexity · Intermediate
You want Perplexity's practical guidance for turning its embeddings and search stack into a real RAG workflow instead of reading only low-level API docs.
perplexity, rag, embeddings, retrieval, search
Guide · Perplexity · Intermediate
You want Perplexity's official MCP path for bringing grounded search into agent workflows and tool-connected research setups, including the newer remote-server option alongside local setup.
perplexity, mcp, search, research workflows, grounded answers
Migration guide · Perplexity · Intermediate
You still have Sonar-based code or OpenAI-compatible chat-completions integrations and need the current Perplexity migration path into the Agent API.
perplexity, agent api, migration, sonar, search
Guide · OpenRouter · Intermediate
You want to layer live web search onto routed models and need the official plugin and server-tool behavior.
openrouter, web search, grounded answers, routing, agents