llm-catalog-archive

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- [Check a Chart for Misleading Design with a Decision Model](https://docs.perplexity.ai/docs/cookbook/examples/decisions-api-chart-check/README.md): Send a chart image to the Decisions API with yes/no questions about misleading design and your brand guide, and get a probability for each. Your code …
- [Enrich a CSV of Companies Overnight with the Batch API](https://docs.perplexity.ai/docs/cookbook/examples/batch-api-company-enrichment/README.md): Write one web-grounded Agent API request per CSV row to a JSONL file, run them asynchronously with the Batch API, and join the output back to your row…
- [Track What the Web Said Each Week About a Topic, and Build a Report](https://docs.perplexity.ai/docs/cookbook/examples/agent-api-story-timeline/README.md): Search engines tell you what the web says today. This recipe shows what was being reported about a topic during each week of a date range: th…
+- [Use Decisions API grounded web search to fact check claims](https://docs.perplexity.ai/docs/cookbook/examples/decisions-api-web-grounding/README.md): Fact check claims with the Decisions API in web_grounding mode. Put the claim first in each state so the search sees it, read search_results, and l…
+- [Search Your Docs Folder with pplx-embed-v2, Dense and Contextual](https://docs.perplexity.ai/docs/cookbook/examples/embeddings-docs-search/README.md): Index a folder of Markdown files with pplx-embed-v2 in dense and contextual mode, and store them as int8 vectors. Score approaches against your ow…
- [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.

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