# Hot **URL:** https://community.perplexity.ai/hot.md?page=11 [Latest](https://community.perplexity.ai/latest.md) · [Categories](https://community.perplexity.ai/categories.md) · [Tags](https://community.perplexity.ai/tags.md) **Page:** 12 --- ## [Python SDK - search API - country filter](https://community.perplexity.ai/t/python-sdk-search-api-country-filter/2391)
**Author:** [@martin](https://community.perplexity.ai/u/martin)\ **Replies:** 0\ **Last updated:** [October 31, 2025, 6:44am UTC](https://community.perplexity.ai/t/python-sdk-search-api-country-filter/2391 "2025-10-31T06:44:38Z")
:bug: Describe the Bug When attempting a regional search using the python SDK, a interpreter error is returned. :white\_check\_mark: Expected Behavior The search should go through :cross\_mark: Actual Behavior Python In… --- ## [History dates changing after bulk category change in Library/Spaces](https://community.perplexity.ai/t/history-dates-changing-after-bulk-category-change-in-library-spaces/3807)
**Author:** [@Christopher\_Smerald](https://community.perplexity.ai/u/Christopher_Smerald)\ **Replies:** 1\ **Last updated:** [April 7, 2026, 10:55pm UTC](https://community.perplexity.ai/t/history-dates-changing-after-bulk-category-change-in-library-spaces/3807 "2026-04-07T22:55:26Z")
:bug: Describe the Bug I just categorized about a years worth of searches and the old (actual) search date was overwritten with todays date. :white\_check\_mark: Expected Behavior I would have expected searches that were … --- ## [Perplexity Assistant in Comet update](https://community.perplexity.ai/t/perplexity-assistant-in-comet-update/4422)
**Author:** [@Akhil\_Konduru](https://community.perplexity.ai/u/Akhil_Konduru)\ **Replies:** 1\ **Last updated:** [April 7, 2026, 10:55pm UTC](https://community.perplexity.ai/t/perplexity-assistant-in-comet-update/4422 "2026-04-07T22:55:35Z")
:rocket: Feature Request this may be ultra niche but in comet when I have the assistant open in one tab and have built up a conversation with it, then switch to a different tab and come back to it, it is at the top of th… --- ## [Optimize chat history loading to prevent browser tab crashes](https://community.perplexity.ai/t/optimize-chat-history-loading-to-prevent-browser-tab-crashes/4206)
**Author:** [@stoicismguy](https://community.perplexity.ai/u/stoicismguy)\ **Replies:** 1\ **Last updated:** [April 7, 2026, 10:55pm UTC](https://community.perplexity.ai/t/optimize-chat-history-loading-to-prevent-browser-tab-crashes/4206 "2026-04-07T22:55:35Z")
:magnifying\_glass\_tilted\_left: Problem Statement Currently, opening a long thread in Perplexity fetches and renders the entire chat history at once. This causes massive UI lag and eventually kills or freezes the browser … --- ## [Architecting Digital Membership Card Workflows with AI APIs](https://community.perplexity.ai/t/architecting-digital-membership-card-workflows-with-ai-apis/3893)
**Author:** [@Rixcy\_shah](https://community.perplexity.ai/u/Rixcy_shah)\ **Replies:** 1\ **Last updated:** [April 7, 2026, 10:55pm UTC](https://community.perplexity.ai/t/architecting-digital-membership-card-workflows-with-ai-apis/3893 "2026-04-07T22:55:36Z")
Hi everyone, From a developer perspective, I’m working on a system where membership cards (Apple Wallet / Google Wallet passes generated via REST APIs) are part of a larger backend workflow. I’m exploring whether AI AP… --- ## [Not having internal COT \ in output of reasoning models](https://community.perplexity.ai/t/not-having-internal-cot-think-in-output-of-reasoning-models/2421)
**Author:** [@kyesh](https://community.perplexity.ai/u/kyesh)\ **Replies:** 1\ **Last updated:** [November 3, 2025, 3:06pm UTC](https://community.perplexity.ai/t/not-having-internal-cot-think-in-output-of-reasoning-models/2421 "2025-11-03T15:06:23Z")
I’m new to using the Perplexity API but I’m trying to get a structured output response from my query and it feels really wasteful to generate all these thinking output tokens if I only care about the structured JSON outp… --- ## [Will Perplexity: Sonar Pro Search be coming to the API?](https://community.perplexity.ai/t/will-perplexity-sonar-pro-search-be-coming-to-the-api/2440)
**Author:** [@Adam.d.developer](https://community.perplexity.ai/u/Adam.d.developer)\ **Replies:** 0\ **Last updated:** [November 3, 2025, 7:49pm UTC](https://community.perplexity.ai/t/will-perplexity-sonar-pro-search-be-coming-to-the-api/2440 "2025-11-03T19:49:19Z")
Saw this model on Openrouter and wondering when/if it is coming to the Perplexity API? --- ## [Mismatch search accuracy between App chat and API chat](https://community.perplexity.ai/t/mismatch-search-accuracy-between-app-chat-and-api-chat/2446)
**Author:** [@Carlo\_Miras](https://community.perplexity.ai/u/Carlo_Miras)\ **Replies:** 0\ **Last updated:** [November 4, 2025, 2:43am UTC](https://community.perplexity.ai/t/mismatch-search-accuracy-between-app-chat-and-api-chat/2446 "2025-11-04T02:43:00Z")
:bug: Describe the Bug The App chat interface is able to find the correct link but the Chat Completions and Search APIs are not able to. :white\_check\_mark: Expected Behavior We’re testing using the following prompt for … --- ## [Search before date parameter](https://community.perplexity.ai/t/search-before-date-parameter/2439)
**Author:** [@Benedikt\_Stroebl](https://community.perplexity.ai/u/Benedikt_Stroebl)\ **Replies:** 1\ **Last updated:** [November 4, 2025, 6:58pm UTC](https://community.perplexity.ai/t/search-before-date-parameter/2439 "2025-11-04T18:58:38Z")
I am curious whether passing the search\_before\_date to the search api will truly only return cached versions of the pages that do not contain any information past that or whether only the original publication date is con… --- ## [Deep Research API - Inconsistent Output Formatting (50% Success Rate)](https://community.perplexity.ai/t/deep-research-api-inconsistent-output-formatting-50-success-rate/2469)
**Author:** [@Aman\_Singh](https://community.perplexity.ai/u/Aman_Singh)\ **Replies:** 1\ **Last updated:** [November 6, 2025, 4:49pm UTC](https://community.perplexity.ai/t/deep-research-api-inconsistent-output-formatting-50-success-rate/2469 "2025-11-06T16:49:18Z")
:bug: Describe the Bug Hi Perplexity team, We’re experiencing a critical issue with the Deep Research API that’s significantly impacting our business operations. Issue Description: We use the Deep Research API to rese… --- ## [\[SOLVED\] Search API suddenly stops returning results when using search\_domain\_filter=\["sec.gov"\]](https://community.perplexity.ai/t/solved-search-api-suddenly-stops-returning-results-when-using-search-domain-filter-sec-gov/2511)
**Author:** [@Douglas\_Faisal](https://community.perplexity.ai/u/Douglas_Faisal)\ **Replies:** 1\ **Last updated:** [November 8, 2025, 2:21am UTC](https://community.perplexity.ai/t/solved-search-api-suddenly-stops-returning-results-when-using-search-domain-filter-sec-gov/2511 "2025-11-08T02:21:07Z")
:bug: Describe the Bug So around 6-8 hours ago I was still able to retrieve search results when using search\_domain\_filter=\[\`\`sec.gov\`\`\]. However, I recently tested out the API and found empty results. This has been goin… --- ## [Perplexity charged $5 (USD) in only 03 requests](https://community.perplexity.ai/t/perplexity-charged-5-usd-in-only-03-requests/2562)
**Author:** [@Drinkingo](https://community.perplexity.ai/u/Drinkingo)\ **Replies:** 0\ **Last updated:** [November 10, 2025, 11:35pm UTC](https://community.perplexity.ai/t/perplexity-charged-5-usd-in-only-03-requests/2562 "2025-11-10T23:35:26Z")
Hi all Im using n8n to create an agent and using perplexity as main point for research, but im having a problem every time the agent makes a request or the workflow calls Perplexity node for information on a simple quer… --- ## [Disabling or reducing \...\ content](https://community.perplexity.ai/t/disabling-or-reducing-think-think-content/2573)
**Author:** [@Dmytro\_Lopatiuk](https://community.perplexity.ai/u/Dmytro_Lopatiuk)\ **Replies:** 0\ **Last updated:** [November 11, 2025, 8:34pm UTC](https://community.perplexity.ai/t/disabling-or-reducing-think-think-content/2573 "2025-11-11T20:34:52Z")
Hello, everyone. The question is, is it possible to somehow influence the length of the content returned in think tag, or disable it altogether and not return it in order to get the result of other content faster? I tr… --- ## [Sonar-deep-search do not completes the answers to the questions and truncates the output](https://community.perplexity.ai/t/sonar-deep-search-do-not-completes-the-answers-to-the-questions-and-truncates-the-output/2574)
**Author:** [@Dmytro\_Lopatiuk](https://community.perplexity.ai/u/Dmytro_Lopatiuk)\ **Replies:** 0\ **Last updated:** [November 11, 2025, 10:02pm UTC](https://community.perplexity.ai/t/sonar-deep-search-do-not-completes-the-answers-to-the-questions-and-truncates-the-output/2574 "2025-11-11T22:02:09Z")
I use sonar-deep-research API with promt and json output format. But the API output is not consistent. One output matches the format described (generates the required number of paragraphs and graphs specified in the prom… --- ## [Factual Incorrectness in the response - Sonar Pro API](https://community.perplexity.ai/t/factual-incorrectness-in-the-response-sonar-pro-api/2627)
**Author:** [@Harshavardhana\_Anant](https://community.perplexity.ai/u/Harshavardhana_Anant)\ **Replies:** 0\ **Last updated:** [November 14, 2025, 7:27pm UTC](https://community.perplexity.ai/t/factual-incorrectness-in-the-response-sonar-pro-api/2627 "2025-11-14T19:27:57Z")
:bug: Describe the Bug :bug: Describe the Bug When querying Perplexity about the most recent hailstorm near Krugerville, TX, the model returned a factually incorrect date (November 1) and also produced conflicting answe… --- ## [Feature Request: Continuous Audio Playback for All Discover News](https://community.perplexity.ai/t/feature-request-continuous-audio-playback-for-all-discover-news/2635)
**Author:** [@parsival23](https://community.perplexity.ai/u/parsival23)\ **Replies:** 0\ **Last updated:** [November 15, 2025, 10:13am UTC](https://community.perplexity.ai/t/feature-request-continuous-audio-playback-for-all-discover-news/2635 "2025-11-15T10:13:39Z")
Hello Perplexity Team, I would like to suggest a new feature for the Discover page: the ability to have all news articles read aloud in a continuous stream, similar to a podcast. Currently, it is only possible to listen… --- ## [What is the max output length for each model type?](https://community.perplexity.ai/t/what-is-the-max-output-length-for-each-model-type/2652)
**Author:** [@kyesh](https://community.perplexity.ai/u/kyesh)\ **Replies:** 0\ **Last updated:** [November 16, 2025, 5:29pm UTC](https://community.perplexity.ai/t/what-is-the-max-output-length-for-each-model-type/2652 "2025-11-16T17:29:11Z")
I keep trying to use the Sonar Reasoning model but sometimes end up with no usable result because it cuts for length at 32k output tokens while it’s still reasoning. The documentation makes me think it should be around 1… --- ## [Repeated reasoning and literal token loops in sonar-reasoning / sonar-reasoning-pro leading to finish\_reason = length](https://community.perplexity.ai/t/repeated-reasoning-and-literal-token-loops-in-sonar-reasoning-sonar-reasoning-pro-leading-to-finish-reason-length/2660)
**Author:** [@kyesh](https://community.perplexity.ai/u/kyesh)\ **Replies:** 0\ **Last updated:** [November 17, 2025, 3:53am UTC](https://community.perplexity.ai/t/repeated-reasoning-and-literal-token-loops-in-sonar-reasoning-sonar-reasoning-pro-leading-to-finish-reason-length/2660 "2025-11-17T03:53:35Z")
:bug: Describe the Bug We are seeing a recurring failure mode with Perplexity’s reasoning models where the model gets stuck in a loop, repeating the same paragraphs or literal strings tens to hundreds (or thousands) of t… --- ## [How Can the Perplexity API Improve My Website’s SEO?](https://community.perplexity.ai/t/how-can-the-perplexity-api-improve-my-website-s-seo/2667)
**Author:** [@rathoreseo](https://community.perplexity.ai/u/rathoreseo)\ **Replies:** 1\ **Last updated:** [September 25, 2026, 1:42pm UTC](https://community.perplexity.ai/t/how-can-the-perplexity-api-improve-my-website-s-seo/2667 "2026-09-25T13:42:25Z")
I’m exploring ways to integrate the Perplexity API into my website and want to understand how it could help improve SEO performance. Specifically, I’m curious about how Perplexity’s AI-driven search, content generation, … --- ## [Lab set up for GTD workflow hub](https://community.perplexity.ai/t/lab-set-up-for-gtd-workflow-hub/2693)
**Author:** [@CosmicCarlos](https://community.perplexity.ai/u/CosmicCarlos)\ **Replies:** 0\ **Last updated:** [November 18, 2025, 12:16pm UTC](https://community.perplexity.ai/t/lab-set-up-for-gtd-workflow-hub/2693 "2025-11-18T12:16:29Z")
Hello AIl :waving\_hand: I’m reaching out as a GTD practitioner looking for an effective system management tool. I capture a lot of material on paper and need a way to process it efficiently into a digital workflow to st… --- ## [Sobre la demanda avicola el pollo](https://community.perplexity.ai/t/sobre-la-demanda-avicola-el-pollo/2715)
**Author:** [@Javier\_Garduno](https://community.perplexity.ai/u/Javier_Garduno)\ **Replies:** 0\ **Last updated:** [November 19, 2025, 5:34pm UTC](https://community.perplexity.ai/t/sobre-la-demanda-avicola-el-pollo/2715 "2025-11-19T17:34:12Z")
Nesetimos los mejores precios disponibles sde pollo de granja a nuestro negocios gon las diferentes marcas que at --- ## [Search API pricing clarity](https://community.perplexity.ai/t/search-api-pricing-clarity/2809)
**Author:** [@Bull\_AI](https://community.perplexity.ai/u/Bull_AI)\ **Replies:** 0\ **Last updated:** [November 25, 2025, 10:13am UTC](https://community.perplexity.ai/t/search-api-pricing-clarity/2809 "2025-11-25T10:13:55Z")
In the search api, are multi-query request charged as 1 request ($0.005), or the multiplication of queries in the request? --- ## [Add Kimi K2 to the Search api](https://community.perplexity.ai/t/add-kimi-k2-to-the-search-api/2842)
**Author:** [@William\_Morgenweck](https://community.perplexity.ai/u/William_Morgenweck)\ **Replies:** 0\ **Last updated:** [November 27, 2025, 7:08pm UTC](https://community.perplexity.ai/t/add-kimi-k2-to-the-search-api/2842 "2025-11-27T19:08:01Z")
:rocket: Feature Request Adding Kimi K2 to the Search API is a game changers that cannot be done any other way. The results are head and shoulders above Kimi independently :magnifying\_glass\_tilted\_left: Problem Stateme… --- ## [Using Perplexity to Develop 5 Cross-Validated Computational Frameworks: Cancer, Heart Disease, Alzheimer's, CRISPR, and Vision Restoration](https://community.perplexity.ai/t/using-perplexity-to-develop-5-cross-validated-computational-frameworks-cancer-heart-disease-alzheimers-crispr-and-vision-restoration/2916)
**Author:** [@Mohamad\_A](https://community.perplexity.ai/u/Mohamad_A)\ **Replies:** 1\ **Last updated:** [December 3, 2025, 6:32am UTC](https://community.perplexity.ai/t/using-perplexity-to-develop-5-cross-validated-computational-frameworks-cancer-heart-disease-alzheimers-crispr-and-vision-restoration/2916 "2025-12-03T06:32:02Z")
I wanted to share an exciting outcome from using Perplexity that demonstrates its power for rigorous computational research. What I Built Over the past weeks, I’ve developed 5 cross-validated computational frameworks ad… --- ## [RLHF Training Artifacts: Systematic Confabulation and Coherency Degradation in Complex Multi-Step Reasoning Tasks](https://community.perplexity.ai/t/rlhf-training-artifacts-systematic-confabulation-and-coherency-degradation-in-complex-multi-step-reasoning-tasks/2918)
**Author:** [@Mohamad\_A](https://community.perplexity.ai/u/Mohamad_A)\ **Replies:** 0\ **Last updated:** [December 3, 2025, 7:15am UTC](https://community.perplexity.ai/t/rlhf-training-artifacts-systematic-confabulation-and-coherency-degradation-in-complex-multi-step-reasoning-tasks/2918 "2025-12-03T07:15:17Z")
:bug: Describe the Bug When using Perplexity API (specifically sonar-pro and chat-completions) for extended multi-step reasoning tasks involving cross-domain knowledge synthesis, the model exhibits systematic confabulati… --- ## [Hierarchical Multi-Agent Reasoning System with Integrated Fact-Verification and Self-Correction Loops](https://community.perplexity.ai/t/hierarchical-multi-agent-reasoning-system-with-integrated-fact-verification-and-self-correction-loops/2919)
**Author:** [@Mohamad\_A](https://community.perplexity.ai/u/Mohamad_A)\ **Replies:** 0\ **Last updated:** [December 3, 2025, 7:19am UTC](https://community.perplexity.ai/t/hierarchical-multi-agent-reasoning-system-with-integrated-fact-verification-and-self-correction-loops/2919 "2025-12-03T07:19:47Z")
:rocket: Feature Request Implement a multi-agent reasoning architecture where specialized sub-models collaborate on complex tasks, with built-in fact-checking and self-correction mechanisms to eliminate confabulation. C… --- ## [API for retrieving invoices](https://community.perplexity.ai/t/api-for-retrieving-invoices/2936)
**Author:** [@Amit\_Bar](https://community.perplexity.ai/u/Amit_Bar)\ **Replies:** 0\ **Last updated:** [December 4, 2025, 8:34am UTC](https://community.perplexity.ai/t/api-for-retrieving-invoices/2936 "2025-12-04T08:34:08Z")
:rocket: Feature Request Add an API to retrieve billing invoices programmatically. :magnifying\_glass\_tilted\_left: Problem Statement Invoices are currently only accessible through the web dashboard or email. This prev… --- ## [Images from sonar API suddenly random](https://community.perplexity.ai/t/images-from-sonar-api-suddenly-random/3047)
**Author:** [@hrm](https://community.perplexity.ai/u/hrm)\ **Replies:** 0\ **Last updated:** [December 11, 2025, 8:05pm UTC](https://community.perplexity.ai/t/images-from-sonar-api-suddenly-random/3047 "2025-12-11T20:05:53Z")
As of 30min ago, the images I am getting from most of my sonar api search results seem to be about Claude Code, no matter the query. The text and the citations look good, but the images are always from these sources: \[… --- ## [IMDb native Connector for based suggestions](https://community.perplexity.ai/t/imdb-native-connector-for-based-suggestions/3069)
**Author:** [@X\_S](https://community.perplexity.ai/u/X_S)\ **Replies:** 0\ **Last updated:** [December 13, 2025, 11:49am UTC](https://community.perplexity.ai/t/imdb-native-connector-for-based-suggestions/3069 "2025-12-13T11:49:47Z")
:rocket: Feature Request Native IMDb connector in Perplexity/Comet that keeps user’s watch history and ratings in sync automatically, so movie recommendations are personalized and never include titles already watched. … --- ## [Search\_before\_date and Search\_after\_date filters not working](https://community.perplexity.ai/t/search-before-date-and-search-after-date-filters-not-working/3097)
**Author:** [@Paolo\_Ursino](https://community.perplexity.ai/u/Paolo_Ursino)\ **Replies:** 0\ **Last updated:** [December 15, 2025, 9:49am UTC](https://community.perplexity.ai/t/search-before-date-and-search-after-date-filters-not-working/3097 "2025-12-15T09:49:35Z")
:bug: Describe the Bug First: it is unclear if the date format should be ‘mm-dd-yyyy’, as described in the reference API, or ‘mm/dd/yyyy’. On one occasion, using ‘mm=dd-yyyy’ gave a format error only when I used one of t… [Previous page](https://community.perplexity.ai/hot.md?page=10) [Next page](https://community.perplexity.ai/hot.md?page=12)