mikegc-aws

mikegc-aws / async-agentic-tools

Public

True async agentic tools — the model keeps talking while tools run in the background

ai-agents amazon async aws python
33
2
100% credibility
Found Feb 18, 2026 at 16 stars 2x -- GitGems finds repos before they trend. Get early access to the next one.
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AI Analysis
Python
AI Summary

This repository offers tools and demos to create AI agents that perform time-consuming tasks in the background while maintaining responsive conversations, including both text-based and voice interfaces.

How It Works

1
🌐 Discover the magic

You stumble upon a cool project via a blog post or quick video showing an AI that chats smoothly even while doing long research.

2
💻 Get it ready

Follow easy steps to set up the AI assistant on your computer, connecting it to smart services so it can think and respond.

3
💬 Start chatting

Open the text chat demo and type your first message to the helpful AI companion.

4
🔍 Request deep research

Ask it to thoroughly research a topic, and it immediately acknowledges starting the task without making you wait.

5
🗣️ Keep the conversation going

While the research runs quietly in the background, ask quick questions like time or calculations and get instant answers.

6
🔔 Results arrive seamlessly

When the research finishes, the AI naturally weaves the findings into the chat, feeling responsive and smart.

7
🎤 Try voice chat

Switch to speaking through your microphone and listening via speakers for hands-free natural talk.

😊 Perfect AI helper

Now you have a friendly AI that handles slow tasks without pauses, making conversations flow effortlessly in text or voice.

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Star Growth

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AI-Generated Review

What is async-agentic-tools?

This Python library delivers true async agentic tools for Strands Agents on AWS Bedrock, letting models dispatch long-running tasks like research or sentiment analysis while keeping the conversation flowing—no blocked loops or dead air. Tools return a task ID instantly, with results delivered via callbacks when ready, built around while true async python patterns. Run the CLI demo with `uv run python demo.py` for simulated async tools (10-20s delays) mixed with sync ones, or try the experimental voice mode using Amazon Nova Sonic for bidirectional speech with background subagents.

Why is it gaining traction?

Unlike parallel tool calling that still blocks until all finish, this nails true async—agents stay responsive as tools grind in threads, a hook devs feel immediately in the sync-vs-async demo. The voice demo weaves in real web search and file I/O via async subagents, with echo cancellation for clean audio chats. It's a lightweight layer (under 400 lines) on Strands, perfect for agentic flows craving async true script behavior without framework rewrites.

Who should use this?

Backend devs crafting Bedrock agents for chatbots or voice assistants needing non-blocking tools during user turns. Teams building async-supported true agentic apps, like research bots or real-time assistants handling weather fetches or analysis without stalling. Python AI engineers on Strands who want github true story demos before committing.

Verdict

Promising for true async rfc vibes in agentic Python, with crisp CLI/voice demos and solid Bedrock integration—but at 16 stars and 1.0% credibility, it's early-stage and experimental. Fork the repo and run the demo if non-blocking tools fit your flow; skip for production until more traction. (187 words)

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