Question 1

What does an AI developer at Stacklyn do?

Accepted Answer

Stacklyn AI developers build production AI applications — LLM integrations, RAG systems, AI chatbots, document intelligence, AI agents, and generative AI features for web and SaaS products.

Question 2

What AI frameworks does Stacklyn use?

Accepted Answer

We use LangChain for complex agent workflows, LlamaIndex for document RAG pipelines, LangGraph for multi-agent systems, and the Vercel AI SDK for Next.js/React streaming integrations.

Question 3

What is the cost of hiring an AI developer from Stacklyn?

Accepted Answer

AI developer retainers start at ₹1 lakh/month. Project-based AI features start at ₹3 lakh. Consulting rates are ₹5,000–8,000/hour for architecture reviews and model strategy.

Question 4

Does Stacklyn build RAG systems?

Accepted Answer

Yes. RAG (Retrieval-Augmented Generation) systems are a core AI service. We design document ingestion pipelines, vector storage with Pinecone/Weaviate, and retrieval-enhanced LLM responses.

Question 5

Can Stacklyn integrate OpenAI into my existing product?

Accepted Answer

Yes. LLM integration into existing Node.js, Next.js, or React applications is a common engagement. We handle streaming, error handling, rate limits, and cost monitoring.

Question 6

Does Stacklyn work with open-source AI models?

Accepted Answer

Yes. We work with open-source models like Llama, Mistral, and Qwen via Hugging Face and Ollama for use cases where data privacy or cost optimization requires self-hosted models.

Question 7

How does Stacklyn evaluate AI system quality?

Accepted Answer

We implement evaluation pipelines with automated test sets, human review sampling, latency monitoring, and accuracy metrics. Tools like LangSmith are used for tracing and evaluation.

Question 8

Can Stacklyn build AI agents?

Accepted Answer

Yes. AI agents that use tools, browse the web, execute code, or interact with external APIs are built using LangChain Agent framework or LangGraph for multi-agent coordination.

Question 9

Does Stacklyn do AI consulting?

Accepted Answer

Yes. If you need a technical review of your AI architecture, model selection guidance, RAG strategy, or LLM cost optimization, we offer consulting engagements.

Question 10

How do I hire an AI developer from Stacklyn?

Accepted Answer

Email veenaprasad@stacklyn.in or WhatsApp +91 99617 46849. Describe your AI use case and we'll respond with a technical assessment and proposal within 24 hours.

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Model-Agnostic

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Responsible AI

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Project-Based

Monthly Retainer

AI Consulting

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Technical Assessment

Proposal

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