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| final URL | https://docs.perplexity.ai/llms.txt |
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| date | Fri, 09 Oct 2026 06:08:49 GMT |
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@@ -29,7 +29,7 @@- [Fetch URL Content](https://docs.perplexity.ai/docs/agent-api/tools/fetch-url-content.md): Fetch and extract content from specific URLs in the Agent API.- [Finance Search](https://docs.perplexity.ai/docs/agent-api/tools/finance-search.md): Retrieve structured financial and market data in the Agent API.- [People Search](https://docs.perplexity.ai/docs/agent-api/tools/people-search.md): Search for professionals, employees, and people using People Search in the Agent API-
- [MCP](https://docs.perplexity.ai/docs/agent-api/tools/mcp.md): Connect a remote Model Context Protocol (MCP) server to an Agent API request so the model can call your server's tools.+
- [MCP](https://docs.perplexity.ai/docs/agent-api/tools/mcp.md): Connect a remote MCP server to an Agent API request and optionally approve tool calls before they run.- [Connectors](https://docs.perplexity.ai/docs/agent-api/tools/connectors.md): Connect services or bring your own MCP server to your Project, then use them by connector ID in Agent API requests.- [Custom Functions](https://docs.perplexity.ai/docs/agent-api/tools/custom-functions.md): Define a custom function, execute model-requested calls in your code, and return each result to the Agent API.- [Output Control](https://docs.perplexity.ai/docs/agent-api/output-control.md): Streaming and structured outputs for the Agent API@
@@ -38,7 +38,7 @@- [Background Mode](https://docs.perplexity.ai/docs/agent-api/background-mode.md): Run long agentic tasks asynchronously — submit with background, poll by response id, stream, reconnect, and cancel.- [Working with Files](https://docs.perplexity.ai/docs/agent-api/working-with-files.md): Send documents to the Agent API, continue a conversation about them, and download files produced by the agent.- [Skills](https://docs.perplexity.ai/docs/agent-api/skills.md): Give the agent on-demand domain expertise with built-in, inline, and custom skills.-
- [OpenAI Compatibility](https://docs.perplexity.ai/docs/agent-api/openai-compatibility.md): Use your existing OpenAI SDKs with Perplexity's Agent API. Full compatibility with minimal code changes.+
- [OpenAI Compatibility](https://docs.perplexity.ai/docs/agent-api/openai-compatibility.md): Use existing OpenAI SDKs with Perplexity's Agent API and understand the compatibility differences.- [Migrate from Sonar to the Agent API](https://docs.perplexity.ai/docs/agent-api/migrate-from-sonar/overview.md): The Agent API represents a major upgrade of Sonar Chat Completions, bringing added configuration and powerful agentic primitives to your AI applications.- [How to migrate from Sonar](https://docs.perplexity.ai/docs/agent-api/migrate-from-sonar/how-to.md): Move a Sonar chat completions integration to the Agent API, including requests, responses, search, presets, async runs, and parameter mappings.- [Agent API vs Sonar benchmarks](https://docs.perplexity.ai/docs/agent-api/migrate-from-sonar/benchmarks.md): How Agent API presets perform against Sonar across the benchmarks we run, and which preset to use in place of each Sonar model.@
@@ -122,6 +122,7 @@- [Triage Support Tickets with the Decisions API](https://docs.perplexity.ai/docs/cookbook/examples/decisions-api-ticket-triage/README.md): Route inbound support tickets with three probabilistic questions per ticket from the Decisions API, then send only the escalations to the Agent API.- [Drive a Browser with the Decisions API](https://docs.perplexity.ai/docs/cookbook/examples/decisions-api-browser-agent/README.md): Build a browser agent that asks pplx-decider-v1.1-27b six questions about a numbered screenshot and gets probabilities back. Your code compares them to cutoffs and doe…- [Judge Citation Accuracy with Decisions API](https://docs.perplexity.ai/docs/cookbook/examples/decisions-api-answer-gate/README.md): Ask the Agent API a question with web search, score every sentence against its sources with the Decisions API, and send low-scoring sentences back to the Agent API t…+
- [Check Agent Actions Before They Run with Decisions API](https://docs.perplexity.ai/docs/cookbook/examples/decisions-api-action-gate/README.md): Run an accounts-payable agent that can pay vendors, but checks proposed functions before they run using Decisions API. The Decisions API provides probabi…- [Build a Data Analytics Agent Using Custom Connectors](https://docs.perplexity.ai/docs/cookbook/examples/agent-api-data-analyst/README.md): Ask your agent why conversions fell, have it inspect the data, and turn the investigation into a chart for you to review.- [Turn Agent Failures into Regression Tests](https://docs.perplexity.ai/docs/cookbook/examples/agent-api-regression-testing/README.md): Build a web-grounded API troubleshooting advisor, then catch unsafe retry advice and unsupported answers before switching models.- [RAG with Perplexity Embeddings](https://docs.perplexity.ai/docs/cookbook/articles/embeddings-rag/README.md): Build an end-to-end retrieval-augmented generation pipeline using Perplexity's standard and contextualized embedding models.3 lines shown here cut at 300 characters. The raw artifact at this commit is linked above.