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Book Club Manager & Recommendation Engine with Mistral AI and Gemini Vision

by Jordan HoyleUpdated Aug 2026
RequiresGoogle GeminiMistralGmailGmail
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ScSchedule CheckSeWorkflow ConfigurationWorkflow Config…AgBook Recommendation AgentBook Recommenda…Analyze an imageMistral Cloud Chat ModelMistral Cloud C…Mistral Cloud Chat Model1Mistral Cloud C…OPStructured Output ParserStructured Outp…SOSplit OutMBSimple MemoryTTThinkDTSave BooksOPStructured Output Parser1Structured Outp…SOSplit Out2AgBook Review AI AgentBook Review AI …SeSchedule TriggerDTSave Book ReccomendationsSave Book Recco…DTSave Reccomendation SummarySave Reccomenda…DTGet row(s) in Book ArchiveGet row(s) in B…DTGet row(s) in Book Reccomendations1Get row(s) in B…DTGet row(s) in Book Summary1Get row(s) in B…IfIfDTGet row(s) in Book FeedbackGet row(s) in B…IfIf1SeEdit Fields1DTGet row(s) in Book Ideas1Get row(s) in B…DTUpdate Book ArchiveUpdate Book Arc…DTUpdate Book FeedbackUpdate Book Fee…DTUpdate Book Feedback1Update Book Fee…FoFeedback FormFoIdea FormSeSet Fail ResponseSet Fail Respon…SwAction Router1DTArchive: Upsert Book1Archive: Upsert…DTArchive: Delete Book1Archive: Delete…DTRecs: Upsert Recommendation1Recs: Upsert Re…DTRecs: Delete Recommendation1Recs: Delete Re…DTIdeas: Upsert Idea1Ideas: Upsert I…DTIdeas: Delete Idea1Ideas: Delete I…SeSet Success Response1Set Success Res…WeWebhookRTRespond to WebhookRespond to Webh…SeEdit Fields2DTMembers: Upsert MemberMembers: Upsert…DTGet MembersCoFormat Email ListFormat Email Li…SeSet Form DetailsSwSwitch1DTUpdate Book Archive1Update Book Arc…CoCode in JavaScriptCode in JavaScr…SILoop Over ItemsFoBook Archive UpdateBook Archive Up…SeNew Member TriggerNew Member Trig…SwSwitchFoUpload Photo or GoodreadsUpload Photo or…EFExtract from FileExtract from Fi…DTSave Books2SILoop Over Items1FiFilterDTMembers: Upsert Member1Members: Upsert…FoNew Member FormWelcome EmailWeekly EmailDTMembers: Upsert Member2Members: Upsert…WePOST /api/archive/addPOST /api/archi…DTUpsert to Book ArchiveUpsert to Book …RTRespond SuccessWePOST /api/archive/batch-addPOST /api/archi…WePOST /api/ideas/addPOST /api/ideas…DTInsert into Book IdeasInsert into Boo…WePOST /api/feedback/addPOST /api/feedb…DTInsert into Book FeedbackInsert into Boo…WePOST /api/members/addPOST /api/membe…DTUpsert to Book Club MembersUpsert to Book …WePOST /api/members/removePOST /api/membe…DTDelete from Book Club MembersDelete from Boo…WePOST /api/members/currently-readingPOST /api/membe…WePOST /api/data/resetPOST /api/data/…DTDelete All: ArchiveDelete All: Arc…DTDelete All: RecommendationsDelete All: Rec…DTDelete All: IdeasDelete All: Ide…DTDelete All: FeedbackDelete All: Fee…DTDelete All: MembersDelete All: Mem…DTDelete All: SummariesDelete All: Sum…WePOST /api/ai/discussion-promptsPOST /api/ai/di…Generate Prompts with GeminiGenerate Prompt…WePOST /api/ai/chatPOST /api/ai/ch…SeExtract Latest MessageExtract Latest …AgOracle AgentDTGet Club MembersHRHTTP Request ToolHTTP Request To…MBChat MemoryIfCheck if Agent used a ToolCheck if Agent …SeSet Response (Modified)Set Response (M…SeSet Response (Not Modified)Set Response (N…RTRespond to Webhook2Respond to Webh…RTRespond to Webhook4Respond to Webh…Mistral Cloud Chat Model2Mistral Cloud C…DTGet RecommendationsGet Recommendat…DTGet IdeasDTGet FeedbackDTGet SummariesDTGet ArchiveDTGet Members1RTRespond to Webhook1Respond to Webh…MeMergeDTGet row(s) in Book Feedback (Chat)1Get row(s) in B…DTGet row(s) in Book Ideas (Chat)1Get row(s) in B…DTGet row(s) in Book Archive (Chat)1Get row(s) in B…DTGet row(s) in Book Reccomendations (Chat)1Get row(s) in B…DTGet row(s) in Book Summary (Chat)1Get row(s) in B…DTGet Currently ReadingGet Currently R…SeAggregate & Format Data2Aggregate & For…WeGET /api/get-all-dataGET /api/get-al…AgAI AgentDTUpdate row(s)Mistral Cloud Chat Model4Mistral Cloud C…AgAggregateOPStructured Output Parser3Structured Outp…SILoop Over Items2SOSplit Out1SILoop Over Items3SOSplit Out3SeSet IdeasSeSet FeedbackSeSet MembersSeSet Members1SeSet CurrentlyReadingSet CurrentlyRe…DTUpdate Currently ReadingUpdate Currentl…CTConvert to FileCTConvert to File1SeEdit Fields UploadEdit Fields Upl…SILoop Over Items4DTGet Archive1IfIf2RTRespond to Webhook5Respond to Webh…RTRespond to Webhook7Respond to Webh…DTUpsert to Book Archive1Upsert to Book …SeSet Update BatchSeSet Update SingleSet Update Sing…WePOST api/archive/update-cover-dataPOST api/archiv…SeSet Update Batch1Set Update Batc…SOSplit Out4DTUpsert to Book Archive2Upsert to Book …SILoop Over Items5HRHTTP RequestEFExtract from File1Extract from Fi…WePOST api/auth/verifyPOST api/auth/v…WePOST /api/settings/update-namePOST /api/setti…SeSet Club NameDTUpdate Club NameSwSwitch2WePOST api/archive/uploadPOST api/archiv…DTGet Feedback1DTGet Ideas1DTInsert Idea
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FLOWS
STEPS · 83
Runs on a schedule

On a schedule, generates book recommendations with Mistral and Gemini Vision, manages club records, and emails members via Gmail.

Tags

cronadvancedGoogle GeminiMistralMarket ResearchAI Chatbotdiscoveredpending-review
Connects
Google GeminiMistralgmailGmail
CategoryAI Agents & Chatbots
Triggercron
Complexityadvanced
Nodes155
AddedJun 27, 2026