Parea’s SDK uses an API Key to authenticate users and associate your requests to your account.
First, if you haven’t already, create an Organization by clicking your profile avatar in the top left corner of the sidebar and selecting “Create Organization”.Then, go to the API Keys tab under Settings and click “Create new API key” under the Parea API Key section.
Anyone in your organization can now use the generated key to authenticate requests to the Parea API/SDK.
You should also set your organization’s model provider keys. This will save you from needing to provide LLM Model API keys through the API/SDk.
Was this page helpful?
{"docsConfig":{"$schema":"https://mintlify.com/docs.json","theme":"mint","name":"Parea AI","colors":{"primary":"#9563FF","light":"#AE87FF","dark":"#0D001D"},"favicon":"/favicon.png","logo":{"light":"https://mintcdn.com/pareaai/3kurg3MZRrsWWk8t/logo/parea-light.png?fit=max\u0026auto=format\u0026n=3kurg3MZRrsWWk8t\u0026q=85\u0026s=c32fc81b38c3586ed7187a84b3e0c8d9","dark":"https://mintcdn.com/pareaai/3kurg3MZRrsWWk8t/logo/parea-dark.png?fit=max\u0026auto=format\u0026n=3kurg3MZRrsWWk8t\u0026q=85\u0026s=0c9b98a6abbc1a8b0851dda2467305d3"},"api":{"playground":{"display":"simple"},"mdx":{"server":"https://parea-ai-backend-us-9ac16cdbc7a7b006.onporter.run/api/parea/v1","auth":{"method":"key","name":"x-api-key"}}},"background":{"decoration":null,"color":{"light":null,"dark":"#090014"}},"navbar":{"links":[{"label":"Discord","href":"https://discord.gg/p7CUwSKJD6"}],"primary":{"type":"button","label":"HomePage","href":"https://www.parea.ai/"}},"footer":{"socials":{"twitter":"https://twitter.com/PareaAI","github":"https://github.com/parea-ai","linkedin":"https://www.linkedin.com/company/parea-ai/"}},"integrations":{"posthog":{"apiKey":"phc_QJDW2uNYJGwIl7dXs4WLDWEuntie6Ye1TQRW9p3re18","apiHost":"https://eu.posthog.com"}},"navigation":{"global":{"anchors":[{"anchor":"Github","href":"https://github.com/parea-ai/parea-sdk","icon":"github"},{"anchor":"Discord","href":"https://discord.gg/p7CUwSKJD6","icon":"discord"},{"anchor":"Chat with Founders","href":"https://calendly.com/parea-ai/chat","icon":"phone"}]},"pages":[]}},"deployment":{"deploymentMetadataValue":{"subdomain":"pareaai","hasAudioNarration":false,"actualSubdomain":"pareaai","customDomains":["docs.parea.ai"],"gitSource":{"type":"github","owner":"parea-ai","repo":"parea-docs","deployBranch":"main","contentDirectory":"","isPrivate":true,"mountPath":"","label":""},"feedback":{"thumbs":true},"entitlements":{},"buildId":"6ae91a1817875ca6d2a3d8fd:success","clientVersion":"0.0.4124","searchFilterCounts":[{"language":"default","tag":"Documentation","count":40},{"language":"default","tag":"Guides","count":33},{"language":"default","tag":"API Reference","count":22},{"language":"default","tag":"Blog","count":22},{"language":"default","tag":"Observability","count":11},{"language":"default","tag":"Integrations","count":7},{"language":"default","tag":"Experiments","count":5},{"language":"default","tag":"Tracing","count":5},{"language":"default","tag":"Manual Review","count":5},{"language":"default","tag":"Playground","count":5}]},"assistantConfig":{},"basePath":"","hasChatPermissions":false,"hasWebMcpPermissions":false,"toggles":[{"name":"kill-isr","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"custom-rbac-roles","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"agent-mintlify-slack","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"agent-integrations-settings","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"rbac-expansion","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"automations-pr-grouping","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"custom-prefix","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"analytics-v7","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"user-flows-analytics","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"no-publish-flow","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"workos-onboarding","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"snapshot-serving-live","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"stripTemperatureMiddleware","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"support-platform-pylon-zendesk","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"snapshot-serving","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"instant-rollback","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"granular-notifications-server","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"granular-notifications","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"automations-fable","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"fixed-ai-action-pricing","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"automation-resolve-merge-conflict","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"scoped-publishing","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"mintql","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"page-level-analytics","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"editor-version-history-v2","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"billing-page-v2","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"full-page-search","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"workspace-projects","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"assistant-v5","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"fork-pr-previews","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"revalidation-jwt","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"workos-sso-scim","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"hobby-abuse-scan","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"dashboard-inbox","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"workos-signup","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"turbopuffer-dual-write","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"workos-enabled","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"approve-review-flow","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"editor-metadata","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"sso-setup-deadline-banner","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"turbopuffer-serve","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"live-agents","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"llms-txt-v2","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false}],"googleFontsInlined":false},"customCss":[],"page":{"pagePath":"welcome/setup","slug":"/welcome/setup","pageMetadata":{"title":"Setting up","description":null,"href":"/welcome/setup"},"pageType":"default","mdx":{"mdxSource":{"compiledSource":"\"use strict\";const{Fragment:_Fragment,jsx:_jsx,jsxs:_jsxs}=arguments[0];const{useMDXComponents:_provideComponents}=arguments[0];function _createMdxContent(props){const _components={a:`a`,p:`p`,..._provideComponents(),...props.components},{Heading,Tip}=_components;if(!Heading)_missingMdxReference(`Heading`,true);if(!Tip)_missingMdxReference(`Tip`,true);return _jsxs(_Fragment,{children:[_jsx(Heading,{level:`2`,id:`step-1-create-a-parea-account`,children:`Step 1: Create a Parea Account`}),`\n`,_jsxs(_components.p,{children:[`If you haven’t already, create a Parea account at `,_jsx(_components.a,{href:`https://app.parea.ai/sign-up`,children:`https://www.parea.ai`}),`. You can use your email or Social accounts like Google \u0026 Twitter to sign up.`]}),`\n`,_jsx(Heading,{level:`2`,id:`step-2-generate-a-parea-api-key`,children:`Step 2: Generate a Parea API key`}),`\n`,_jsx(_components.p,{children:`Parea’s SDK uses an API Key to authenticate users and associate your requests to your account.\nFirst, if you haven’t already, create an Organization by clicking your profile avatar in the top left corner of the sidebar and selecting “Create Organization”.`}),`\n`,_jsx(_components.p,{children:`Then, go to the API Keys tab under Settings and click “Create new API key” under the Parea API Key section.\nAnyone in your organization can now use the generated key to authenticate requests to the Parea API/SDK.`}),`\n`,_jsx(Tip,{children:_jsx(_components.p,{children:`You should also set your organization’s model provider keys. This will save you from needing to provide LLM Model API keys through the API/SDk.`})})]})}function MDXContent(props={}){const{wrapper:MDXLayout}={..._provideComponents(),...props.components};return MDXLayout?_jsx(MDXLayout,{...props,children:_jsx(_createMdxContent,{...props})}):_createMdxContent(props)}return{default:MDXContent};function _missingMdxReference(id,component){throw new Error(`Expected `+(component?`component`:`object`)+\" `\"+id+\"` to be defined: you likely forgot to import, pass, or provide it.\")}","frontmatter":{},"scope":{"config":{},"pageMetadata":{"title":"Setting up","description":null,"href":"/welcome/setup"}}},"mdxSourceWithNoJs":null},"mdxExtracts":{"tableOfContents":[{"title":"Step 1: Create a Parea Account","slug":"step-1-create-a-parea-account","depth":2,"children":[]},{"title":"Step 2: Generate a Parea API key","slug":"step-2-generate-a-parea-api-key","depth":2,"children":[]}],"codeExamples":{}},"jsLinks":[],"subdomain":"pareaai","siteName":"Parea AI","title":"Setting up - Parea AI","navMaps":{"firstHrefInVersion":{},"firstHrefInLanguage":{}},"lastModified":"2026-01-06T22:58:43.064Z","originalFileLocation":"welcome/setup.mdx"},"headHtml":"\u003cscript data-mint-head>(function(){var d=document.documentElement,p=null;if(!p){try{p=localStorage.getItem(\"isDarkMode\")}catch(e){}if(p==='true')p='dark';else if(p==='false')p='light';if(p!=='light'\u0026\u0026p!=='dark'\u0026\u0026p!=='system')p=\"system\"}var r=p==='system'?(matchMedia(\"(prefers-color-scheme: dark)\").matches?'dark':'light'):p;d.classList.remove(r==='dark'?'light':'dark');d.classList.add(r);d.setAttribute(\"data-theme-preference\",p)})();\u003c/script>\u003cmeta data-mint-head name=\"application-name\" content=\"Parea AI\">\u003cmeta data-mint-head name=\"generator\" content=\"Mintlify\">\u003clink data-mint-head rel=\"icon\" type=\"image/png\" sizes=\"192x192\" href=\"/mintlify-assets/_mintlify/favicons/pareaai/gB2mc3qTsxvE_WBo/_generated/favicon/android-chrome-192x192.png\" media=\"(prefers-color-scheme: light)\">\u003clink data-mint-head rel=\"apple-touch-icon\" type=\"image/png\" sizes=\"180x180\" href=\"/mintlify-assets/_mintlify/favicons/pareaai/gB2mc3qTsxvE_WBo/_generated/favicon/apple-touch-icon.png\">\u003clink data-mint-head rel=\"icon\" type=\"image/png\" sizes=\"16x16\" href=\"/mintlify-assets/_mintlify/favicons/pareaai/gB2mc3qTsxvE_WBo/_generated/favicon/favicon-16x16.png\" media=\"(prefers-color-scheme: light)\">\u003clink data-mint-head rel=\"icon\" type=\"image/png\" sizes=\"32x32\" href=\"/mintlify-assets/_mintlify/favicons/pareaai/gB2mc3qTsxvE_WBo/_generated/favicon/favicon-32x32.png\" media=\"(prefers-color-scheme: light)\">\u003clink data-mint-head rel=\"shortcut icon\" type=\"image/x-icon\" href=\"/mintlify-assets/_mintlify/favicons/pareaai/gB2mc3qTsxvE_WBo/_generated/favicon/favicon.ico\" media=\"(prefers-color-scheme: light)\">\u003clink data-mint-head rel=\"icon\" type=\"image/png\" sizes=\"192x192\" href=\"/mintlify-assets/_mintlify/favicons/pareaai/gB2mc3qTsxvE_WBo/_generated/favicon-dark/android-chrome-192x192.png\" media=\"(prefers-color-scheme: dark)\">\u003clink data-mint-head rel=\"icon\" type=\"image/png\" sizes=\"16x16\" href=\"/mintlify-assets/_mintlify/favicons/pareaai/gB2mc3qTsxvE_WBo/_generated/favicon-dark/favicon-16x16.png\" media=\"(prefers-color-scheme: dark)\">\u003clink data-mint-head rel=\"icon\" type=\"image/png\" sizes=\"32x32\" href=\"/mintlify-assets/_mintlify/favicons/pareaai/gB2mc3qTsxvE_WBo/_generated/favicon-dark/favicon-32x32.png\" media=\"(prefers-color-scheme: dark)\">\u003clink data-mint-head rel=\"shortcut icon\" type=\"image/x-icon\" href=\"/mintlify-assets/_mintlify/favicons/pareaai/gB2mc3qTsxvE_WBo/_generated/favicon-dark/favicon.ico\" media=\"(prefers-color-scheme: dark)\">\u003cmeta data-mint-head property=\"og:title\" content=\"Setting up - Parea AI\">\u003cmeta data-mint-head property=\"og:site_name\" content=\"Parea AI\">\u003cmeta data-mint-head property=\"og:url\" content=\"https://docs.parea.ai/welcome/setup\">\u003cmeta data-mint-head property=\"og:type\" content=\"website\">\u003cmeta data-mint-head property=\"og:image\" content=\"https://pareaai.mintlify.site/_mintlify/api/og/v2?division=Documentation\u0026amp;title=Setting+up\u0026amp;theme=0f3626bf62f5410d38a6b860\u0026amp;signature=c2131c1953158cbaf2a029c9c7f8a1961fe31c2a16ad11ce8109d903f0c953c9\">\u003cmeta data-mint-head property=\"og:image:width\" content=\"1200\">\u003cmeta data-mint-head property=\"og:image:height\" content=\"630\">\u003cmeta data-mint-head name=\"twitter:card\" content=\"summary_large_image\">\u003cmeta data-mint-head name=\"twitter:title\" content=\"Setting up - Parea AI\">\u003cmeta data-mint-head name=\"twitter:image\" content=\"https://pareaai.mintlify.site/_mintlify/api/og/v2?division=Documentation\u0026amp;title=Setting+up\u0026amp;theme=0f3626bf62f5410d38a6b860\u0026amp;signature=c2131c1953158cbaf2a029c9c7f8a1961fe31c2a16ad11ce8109d903f0c953c9\">\u003cmeta data-mint-head name=\"twitter:image:width\" content=\"1200\">\u003cmeta data-mint-head name=\"twitter:image:height\" content=\"630\">\u003cmeta data-mint-head name=\"msapplication-config\" content=\"/mintlify-assets/_mintlify/favicons/pareaai/gB2mc3qTsxvE_WBo/_generated/favicon/browserconfig.xml\">\u003cmeta data-mint-head name=\"apple-mobile-web-app-title\" content=\"Parea AI\">\u003cmeta data-mint-head name=\"msapplication-TileColor\" content=\"#9563FF\">\u003clink data-mint-head rel=\"canonical\" href=\"https://docs.parea.ai/welcome/setup\">\u003clink data-mint-head rel=\"alternate\" type=\"application/xml\" href=\"/sitemap.xml\">\u003clink data-mint-head rel=\"alternate\" type=\"text/markdown\" href=\"/welcome/setup.md\">\u003cscript data-mint-head type=\"application/ld+json\">{\"@context\":\"https://schema.org\",\"@type\":\"WebSite\",\"name\":\"Parea AI\",\"publisher\":{\"@type\":\"Organization\",\"name\":\"Parea AI\"},\"provider\":{\"@type\":\"Organization\",\"name\":\"Mintlify\",\"url\":\"https://mintlify.com\"}}\u003c/script>","agentPointerHref":"/welcome/setup.md","siteName":"Parea AI","nav":{"global":{"anchors":[{"anchor":"Github","href":"https://github.com/parea-ai/parea-sdk","icon":"github"},{"anchor":"Discord","href":"https://discord.gg/p7CUwSKJD6","icon":"discord"},{"anchor":"Chat with Founders","href":"https://calendly.com/parea-ai/chat","icon":"phone"}]},"tabs":[{"tab":"Documentation","groups":[{"group":"Welcome","pages":[{"title":"What is Parea AI?","href":"/welcome/what_is_parea_ai"},{"title":"Evaluation Quickstart","href":"/welcome/getting-started-evaluation"},{"title":"Monitoring Quickstart","href":"/welcome/getting-started"}]},{"group":"Guides","pages":[{"title":"Evaluation","href":"/evaluation/overview"},{"group":"Observability","pages":[{"title":"Overview","href":"/observability/overview"},{"title":"Logging and Tracing","href":"/observability/logging_and_tracing"},{"title":"Metadata","href":"/observability/metadata"},{"title":"Images","href":"/observability/images"},{"title":"Feedback","href":"/observability/feedback"},{"title":"Dataset from Trace","href":"/observability/dataset_from_trace"},{"title":"From Trace to Playground","href":"/observability/open_trace_in_playground"},{"title":"Projects","href":"/observability/projects"},{"title":"Evaluations in Trace","href":"/observability/evals-in-trace"},{"title":"OpenAI Assistant","href":"/observability/openai_assistants_api"},{"title":"Templated LLM Calls","href":"/observability/auto-trace-templated-messages"}]},{"group":"Manual Review","pages":[{"title":"Overview","href":"/manual-review/overview"},{"title":"Criterion","href":"/manual-review/criterion"},{"title":"Logs View","href":"/manual-review/logs-view"},{"title":"Annotation Queue","href":"/manual-review/queue"},{"title":"Self-improving LLM Eval","href":"/manual-review/bootstrapped-eval"}]},{"group":"Playground","pages":[{"title":"Compare","href":"/platform/playground/compare"},{"title":"Function calling","href":"/platform/playground/functions"},{"title":"Datasets","href":"/platform/playground/test_collection"},{"title":"Evaluation metrics","href":"/platform/playground/evaluation_metrics"},{"title":"Trigger experiments","href":"/platform/playground/trigger-experiments"}]},{"title":"Datasets","href":"/platform/test_hub/overview"},{"title":"Deployed Prompts","href":"/platform/deployment"},{"group":"Integrations","pages":[{"title":"Overview","href":"/integrations/overview"},{"title":"LangChain","href":"/integrations/langchain"},{"title":"Instructor","href":"/integrations/instructor/instructor"},{"title":"DSPy","href":"/integrations/dspy/dspy"},{"title":"LiteLLM Proxy","href":"/integrations/liteLLM"},{"title":"SGLang","href":"/integrations/sglang"},{"title":"Trigger.dev","href":"/integrations/trigger-dev"}]},{"group":"Self-hosting","pages":[{"title":"Overview","href":"/self-hosting/overview"},{"title":"Docker","href":"/self-hosting/docker"}]}]},{"group":"Tutorials","pages":[{"title":"Optimize a LangChain RAG App","href":"/tutorials/getting-started-rag"},{"title":"Optimize a RAG DSPy Application","href":"/tutorials/dspy-rag-trace-evaluate/tutorial"},{"title":"REST API Walkthrough","href":"/tutorials/api-only/cookbook"},{"title":"A/B Testing of LLM Apps","href":"/tutorials/running-ab-tests/llm-generated-emails"}]}]},{"tab":"API Reference","groups":[{"group":"General","pages":[{"title":"Authentication","href":"/api-reference/authentication"},{"title":"Create or get Project","openapi":"post /api/parea/v1/project","href":"/api-reference/general/create-or-get-project"},{"openapi":"get /api/parea/v1/","title":"Health Check","href":"/api-reference/general/health-check"}]},{"group":"Tracing","pages":[{"openapi":"post /api/parea/v1/trace_log","title":"Record Trace Log","href":"/api-reference/tracing/record-trace-log"},{"openapi":"post /api/parea/v1/feedback","title":"Record Feedback","href":"/api-reference/tracing/record-feedback"},{"openapi":"put /api/parea/v1/trace_log","title":"Update Trace Log","href":"/api-reference/tracing/update-trace-log"},{"title":"Get Trace Logs","openapi":"post /api/parea/v1/get_trace_logs","href":"/api-reference/tracing/get-trace-logs"},{"title":"Get Trace Log","openapi":"get /api/parea/v1/trace_log/{trace_id}","href":"/api-reference/tracing/get-trace-log"}]},{"group":"Experiments","pages":[{"title":"Create Experiment","openapi":"post /api/parea/v1/experiment","href":"/api-reference/experiments/create-experiment"},{"title":"Finish Experiment","openapi":"post /api/parea/v1/experiment/{experiment_uuid}/finished","href":"/api-reference/experiments/finish-experiment"},{"title":"Get Experiment Stats","openapi":"get /api/parea/v1/experiment/{experiment_uuid}/stats","href":"/api-reference/experiments/get-experiment-stats"},{"title":"Get Experiment Trace Logs","openapi":"post /api/parea/v1/experiment/{experiment_uuid}/trace_logs","href":"/api-reference/experiments/get-experiment-trace-logs"},{"title":"List Experiments","openapi":"post /api/parea/v1/experiments","href":"/api-reference/experiments/list-experiments"}]},{"group":"LLM Proxy","pages":[{"openapi":"post /api/parea/v1/completion","title":"Completion","href":"/api-reference/llm-proxy/completion"},{"openapi":"post /api/parea/v1/completion/stream","title":"Stream Completion","href":"/api-reference/llm-proxy/stream-completion"},{"openapi":"post /api/parea/v1/deployed-prompt","title":"Fetch Deployed Prompt","href":"/api-reference/llm-proxy/fetch-deployed-prompt"}]},{"group":"Datasets","pages":[{"openapi":"post /api/parea/v1/collection","title":"Create Collection","href":"/api-reference/datasets/create-collection"},{"openapi":"post /api/parea/v1/testcases","title":"Create Test Cases For Dataset","href":"/api-reference/datasets/create-test-cases-for-dataset"},{"openapi":"get /api/parea/v1/collection/{test_collection_identifier}","title":"Get Test Case Collection By Identifier","href":"/api-reference/datasets/get-test-case-collection-by-identifier"},{"openapi":"post /api/parea/v1/update_test_case/{dataset_id}/{test_case_id}","title":"Update Test Case","href":"/api-reference/datasets/update-test-case"}]},{"group":"SDK","pages":[{"title":"Python","href":"/api-reference/sdk/python"},{"title":"TypeScript","href":"/api-reference/sdk/typescript"}]}]},{"tab":"Blog","groups":[{"group":"Blog","pages":[{"title":"Self-improving, domain-specific LLM Evals","href":"/blog/self-improving-domain-specific-alligned-llm-evals-with-human-judgement"},{"title":"Hill climbing generative AI problems","href":"/blog/hill-climbing-llm-summarization/label-data-and-improve-llm-apps"},{"title":"How to detect unreliable behavior of LLM apps","href":"/blog/identify-unreliable-llm-app-inputs-of-production-traffic"},{"title":"Tactics for multi-step AI app experimentation","href":"/blog/llm-app-multi-step-experimentation-tactics"},{"title":"A Systematic Workflow to build Production-Ready LLM Applications","href":"/blog/workflow-for-production-llm-apps"},{"title":"Synthetic Data Generation for Q\u0026A Tasks","href":"/blog/synthetic-data-generation-instructor-typescript"},{"title":"Anthropic's Haiku Beats GPT-4 Turbo in Tool Use - Sometimes","href":"/blog/benchmarking-anthropic-beta-tool-use"},{"title":"Building and Evaluating Evals for Retrieval","href":"/blog/building-and-evaluating-evals-for-retrieval"},{"title":"LLM Evaluation Metrics for Labeled Data","href":"/blog/llm-eval-metrics-for-labeled-data"},{"title":"Evaluation Metrics for LLM Applications In Production","href":"/blog/eval-metrics-for-llm-apps-in-prod"},{"title":"How has the ChatGPT model changed from March to June?","href":"/blog/chatgpt-model-changed-from-march-to-june-2023"}]}]}]},"basePath":"","title":"Setting up - Parea AI","buildId":"dpl_8hoxaqFTU7hTr6A2fUraxAyjuiZo","deploymentId":"dpl_8hoxaqFTU7hTr6A2fUraxAyjuiZo","dynamics":[],"chunks":[]}