Build Production-Grade LLM Systems.

Avichala is an Applied AI Engineering Studio specializing in RAG systems, LLM applications, FastAPI pipelines, agents, model evaluation, and Next.js AI interfaces.

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Who We Help

AI Engineers

Build RAG pipelines, retrieval systems, embeddings, agents, evaluation frameworks, and secure FastAPI backends.

Founders & Builders

Launch production-ready AI features with Next.js + LLM integration and scalable applied-AI foundations.

Tech Teams

Implement internal agents, automation, document intelligence, observability, and evaluation workflows.

What Avichala Offers

Applied AI Blog

Daily engineering posts on RAG, vector search, embeddings, evaluation, agents, and advanced LLM patterns.

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Engineering Products

RAG boilerplates, agent templates, FastAPI backends, Next.js LLM UI kits, and architecture playbooks.

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AI Engineering Services

RAG builds, FastAPI pipelines, agent systems, LLM app development, and evaluation workflows.

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Featured Engineering Kits

LLM Systems Starter Pack

RAG boilerplate → embeddings → retrieval → evaluation → Next.js + FastAPI reference implementation.

Coming Soon

Agent Automation Pack

Multi-agent orchestration, tool-calling templates, supervisor patterns, and automation workflows.

Coming Soon

Latest Blog Posts

Practical applied-AI engineering writeups published daily.