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Anuj Kapasiaβ€’

2d ago

How are you building AI that takes actions β€” not just answers?

We've been getting the same request over and over from our users: "My AI gives great answers, but it can't actually do anything."

It got us thinking most AI integrations today are still essentially fancy search boxes. The AI talks, the human acts. But the real unlock is when the AI can close the loop itself query the database, send the email, update the record without a human in the middle.

The hard part isn't the action itself. It's the non-determinism. How do you build a system where the AI decides when to act, which action to take, and what parameters to pass based purely on context without it going off the rails?

A few things we've learned building this:

Anuj Kapasiaβ€’

1d ago

AI Actions - AI that doesn't just chat, it takes actions.

Most AI assistants stop at the answer. AI Actions lets yours go further. Add actions from templates (REST API, databases, Slack, email) or import an entire MCP server. Link them to your assistant. It reads the conversation, picks the right action, runs it, and responds β€” automatically. No hardcoded logic. No extra prompting. Just an AI that moves the needle.
Anuj Kapasiaβ€’

4mo ago

Conversation API - Build chatbots with memory using just an API

Building AI chat features often means too much complexity β€” SDKs, databases, and infrastructure β€” just to support conversations and memory. Conversations API removes that overhead. Build stateful AI chat without managing backend systems. All chat data is stored for you β€” you only keep the conversation_id. What it helps with – AI chat memory & state – Faster prompt iteration – No backend setup – Ideal for low-code builders Built after helping builders stuck on AI chat infra instead of product.
Anuj Kapasiaβ€’

7mo ago

Amarsia - Releasing WebSearch tool for your AI workflows

We just launched Tools v2 on Amarsia β€” the easiest way to give your AI real-time web access. Whether you’re building a chatbot, data monitor, or fact-checking workflow, your AI can now search, verify, and respond using live informationβ€” No AI Engineer Required
Anuj Kapasiaβ€’

8mo ago

AI Knowledge Base (RAG) - RAG made effortless, just drag, drop, and connect

πŸš€ We’re excited to launch AI Knowledge Base β€” a drag-and-drop RAG tool that turns your files into a smart knowledge repository. Together with prompt engineering, model switching, logging & more, building AI is now effortless.
Anuj Kapasiaβ€’

11mo ago

Amarsia - Effortless AI, winning teams

Collaborative prompt engineering platform that helps teams focus on what matters most. Create, manage, and deploy intelligent workflows with ease using our intuitive prompt engineering tools.