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agents-towards-production

agents-towards-production

Active·★ 21.5k·NOASSERTION·Updated 2026-09-21

★ Most Popular★ Trending★ Essential

Agents Towards Production is an open-source playbook for building production-ready GenAI agents that scale from prototype to enterprise. It provides hands-on tutorials covering a comprehensive range of topics from orchestration and memory to deployment and security.

#AI Agents#GenAI#Production Deployment#LangChain#RAG#Coding

$ Install

$ pip install -r meeting-recorder-agent/requirements.txt

↗ Visit site ★ GitHub

01

Features

01Production-ready AI Agent Deployment

02Advanced Memory Systems (Vector, Hybrid, Self-Improving)

03Real-time Web Data Integration & Retrieval Augmented Generation (RAG)

04Secure Tool Calling & Guardrails

05Agent Orchestration & Stateful Workflows

02

Compatibility

LangChain

Supported

Verified via docs

Redis

Supported

Verified via docs

Contextual AI

Supported

Verified via docs

Bright Data

Supported

Verified via docs

Tavily

Supported

Verified via docs

Arcade

Supported

Verified via docs

03

Quick start

1

$ pip install -r meeting-recorder-agent/requirements.txt

04

Use cases

↳Developing scalable, production-ready Generative AI agents.

↳Integrating real-time data and advanced memory for intelligent automation.

↳Securing and deploying AI agents in enterprise environments.

05

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On this page

01Features 02Compatibility 03Quick start 04Use cases 05Alternatives

Stats

GitHub Stars★ 21.5k

Last commit2w ago

StatusActive

LicenseNOASSERTION

CategoryDev Tooling

Trend (30d)

+0.8k↑ 4.8%

Links

Documentation↗Discussion↗Issues↗Releases↗

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