Aidena
← Back to Aidena

— ALL AI STACK REPORTS

Stacks using DeepSeek V3

Community-built AI stacks that include DeepSeek V3.

DeepSeek V3×
124 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
123 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
121 viewsReal EstateOpen →

AI Property Valuation with Market Data & Comparables

End-to-end property valuation platform combining market data ingestion, comparable sales analysis, and AI-powered appraisal generation with scalable infrastructure for startup growth.

Claude Opus 4AirbyteFirecrawl
120 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
120 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
119 viewsData & AnalyticsOpen →

AI Radiology Diagnostic Assistant

End-to-end stack for analyzing radiology images, generating clinical reports, and scaling from startup to production with vision models, document processing, and observability.

Claude Opus 4AWS TextractAWS Bedrock
119 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
117 viewsData & AnalyticsOpen →

Natural Language to SQL Analytics Dashboard

Convert business questions into SQL queries and visualize results in a scalable BI dashboard. Combines data transformation, semantic search, and orchestration for startup-grade analytics.

dbt (data build tool)Cohere Command R+Dagster
116 viewsFinanceOpen →

AI Personal Finance Advisor Stack

Complete stack for building a scalable AI-powered personal finance app with spending analysis, budget recommendations, and multi-user support. Combines LLM intelligence with vector search for financial insights and secure data handling.

Claude Sonnet 4ChromaSupabase
115 viewsReal EstateOpen →

Context Retention & Drift Detection Agent

Multi-agent system that maintains accurate context streams, detects context drift, and alerts users when conversation topics diverge to prevent inaccurate results.

AutoGenAgentOpsCognee
111 viewsOtherOpen →

Together AI Alternative Stack

Production-ready inference and model serving stack combining unified API access, open-source frameworks, and cost-effective deployment for running LLMs at scale.

AI/ML APICerebras InferenceBentoML
98 viewsOtherOpen →

AI-Powered Restaurant with Intelligent Waiters

Полный стек для создания ресторана с ИИ-официантами: голосовые агенты для приёма заказов, управление рабочими процессами, интеграция с системами и мониторинг.

ElevenLabsCrewAIArcade AI
80 viewsOtherOpen →

Serial Recommendations Chatbot

Build a conversational AI chatbot that recommends TV series based on user preferences, powered by LLM and vector search for intelligent matching.

Claude Sonnet 4.6PineconeLlamaIndex
58 viewsOtherOpen →

Cost-Effective AI SaaS Developer Stack

Complete toolkit for building and deploying AI-powered SaaS services with minimal upfront costs, focusing on free tiers, open-source tools, and pay-as-you-go services.

GPT-4o miniLangChainSupabase (pgvector)
46 viewsEducationOpen →

Portfolio Builder for Graduate Students

Complete stack for creating, hosting, and showcasing academic and professional work with AI-powered content generation and easy deployment.

Vercelv0 by VercelOpenAI GPT-4o
36 viewsOtherOpen →

Single LLM API for Web Applications

A unified LLM API endpoint for web apps. Choose one model provider for simplicity, cost control, and easy integration into web services.

OpenAI GPT-4oVercel AI SDKLangSmith