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— ALL AI STACK REPORTS

Stacks using DeepSeek V3

Community-built AI stacks that include DeepSeek V3.

DeepSeek V3×
57 viewsE-commerceOpen →

AI Product Recommendation Engine for E-commerce

Scalable personalization stack combining embeddings, vector search, and LLM-powered ranking to deliver real-time product recommendations with user behavior context.

Cohere Embed APIPinecone Vector DatabaseCohere Command R
43 viewsContent & MarketingOpen →

AI Content Generation Platform for Marketing

End-to-end platform for generating blog posts, emails, and SEO copy at scale with LLM orchestration, prompt management, and content evaluation.

Claude Sonnet 4DifyAgenta
41 viewsE-commerceOpen →

E-commerce AI Support Chatbot Stack

Complete stack for building a scalable AI customer support chatbot handling tickets, FAQs, and refunds with multi-channel deployment and observability.

Claude Sonnet 4DifyChroma
35 viewsEducationOpen →

AI Personalized Learning Platform

Adaptive curriculum system that tracks student progress and personalizes learning paths using AI, with scalable infrastructure for growing student populations.

Claude Sonnet 4CrewAIPinecone
33 viewsOtherOpen →

Multimodal Customer Feedback Analysis Stack

Unified pipeline for ingesting text, voice, and survey data from customers, extracting insights via multimodal AI, and storing results for analysis. Scales from startup to enterprise with managed services.

AirbyteDeepgramCohere Embed API
32 viewsSecurityOpen →

AI Security Threat Detection & SOC Automation

Automated threat detection, incident response orchestration, and alert triage for SOC teams using AI agents, observability, and workflow automation at startup scale.

AutoGenAgentOpsActivepieces
29 viewsLegal & HROpen →

AI Legal Research & Brief Drafting Stack

End-to-end legal research assistant combining web search for case precedents, document processing for brief analysis, and LLM-powered drafting with RAG for precedent retrieval and citation management.

Claude Opus 4FirecrawlChroma
29 viewsDeveloper ToolsOpen →

AI Code Review for GitHub CI/CD

Automated code review assistant that integrates into GitHub workflows, analyzes pull requests, and provides AI-powered feedback at scale for startup teams.

Cody (Sourcegraph)Claude Sonnet 4DeepEval
28 viewsHealthcareOpen →

AI Personalized Treatment Plan System

End-to-end platform for generating personalized treatment plans by analyzing patient genetic and medical history data using AI, with scalable data pipelines and secure patient data management.

Claude Opus 4Airbytedbt
27 viewsDeveloper ToolsOpen →

AI Log Analysis & Root Cause Detection for DevOps

Automated log ingestion, parsing, and AI-powered anomaly detection with root cause analysis for SRE teams. Scales from startup to enterprise with cost-efficient inference and observability.

Datadog LLM ObservabilityClaude Opus 4Airbyte
27 viewsE-commerceOpen →

AI Dynamic Pricing Engine for Retail

Real-time pricing optimization using competitor monitoring, demand forecasting, and automated price adjustments. Scalable from startup to enterprise with cost-efficient inference and data pipelines.

Claude Sonnet 4FirecrawlDagster
26 viewsSecurityOpen →

AI Vulnerability Scanner & Patch Recommendation System

Automated security scanning with AI-powered patch recommendations. Combines code analysis, vulnerability detection, and intelligent remediation suggestions for application security at startup scale.

Claude Opus 4CrewAIFirecrawl
26 viewsContent & MarketingOpen →

AI Sentiment Analysis Pipeline for Social Media Monitoring

End-to-end pipeline to ingest social media data, analyze sentiment with AI, and monitor brand health at scale. Combines data orchestration, LLM-powered analysis, and observability for startup growth.

AirbyteClaude Sonnet 4Apache Airflow
25 viewsOtherOpen →

AI Supply Chain Optimization Platform

End-to-end platform for demand forecasting and logistics optimization using ML models, data pipelines, and agent-driven decision-making at startup scale.

DagsterCrewAIClaude Opus 4
25 viewsHealthcareOpen →

AI Clinical Trial Matching Platform

End-to-end system to parse EHR records, extract patient eligibility criteria, and match patients to clinical trials using AI with scalable data pipelines and observability.

AWS TextractClaude Opus 4Airbyte
25 viewsData & AnalyticsOpen →

AI Performance Analytics & Coaching Platform

End-to-end platform for ingesting employee data, analyzing performance patterns with LLMs, and generating personalized coaching recommendations at scale.

AirbytedbtClaude Opus 4
25 viewsOtherOpen →

AI eDiscovery Platform for Litigation Document Analysis

Scalable document processing, intelligent extraction, and semantic search for millions of litigation documents with cost-effective inference and enterprise-grade observability.

AWS TextractCohere Embed APIElasticsearch Vector Search
25 viewsOtherOpen →

AI Talent Acquisition & Resume Screening System

Automated resume parsing, candidate ranking, and screening pipeline using LLMs and document processing. Scales from hundreds to thousands of applications with cost-efficient inference and vector-based semantic matching.

Claude Sonnet 4AWS TextractChroma
25 viewsContent & MarketingOpen →

AI Churn Prediction & Retention Automation

End-to-end ML pipeline for predicting customer churn and automating targeted retention campaigns at startup scale with data orchestration, model serving, and workflow automation.

DagsterClaude Sonnet 4BentoML
24 viewsOtherOpen →

AI Energy Optimization for Smart Buildings

Real-time energy monitoring, predictive analytics, and automated control systems using AI to reduce consumption in buildings and factories with scalable cloud infrastructure.

AWS BedrockApache AirflowDagster
24 viewsLegal & HROpen →

AI Contract Analysis & Risk Detection Platform

End-to-end contract review system combining document parsing, LLM analysis, and risk flagging for legal teams. Scales from startup to enterprise with modular architecture.

Claude Opus 4AWS TextractChroma
24 viewsOtherOpen →

AI Code Documentation Generator Stack

Automated technical documentation generation from codebases using AI analysis, code understanding, and document creation with scalability for growing projects.

Cody (Sourcegraph)Claude Opus 4DSPy
23 viewsFinanceOpen →

AI Algorithmic Trading System with Real-Time Analysis

Scalable stack for building AI-powered trading agents that analyze market data in real-time, execute trades, and adapt strategies using LLMs with low-latency inference and persistent memory.

Cerebras InferenceBee Agent FrameworkAirbyte
23 viewsOtherOpen →

AI Credit Risk Scoring with Transaction Analysis

End-to-end credit risk model using transaction data pipelines, LLM-powered behavioral analysis, and production inference with monitoring for startup scalability.

AirbytedbtClaude Opus 4
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