AgentIndex icon
AgentIndex
agents-towards-production logo
agents-towards-production
★ 21.7k
vs
kremis logo
kremis
★ 15

agents-towards-production vs kremis

agents-towards-production: 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.; kremis: Kremis is a deterministic knowledge graph MCP server written in Rust. It provides a local, single-binary solution for recording, associating, and retrieving knowledge without relying on LLMs. The system ensures determinism, inspectability, and grounding through ACID transactions and BLAKE3 hashing.

01

TL;DR

agents-towards-production logo
agents-towards-productionDev Tooling · ★ 21.7k

Developing scalable, production-ready Generative AI agents.

Read agents-towards-production full review →
kremis logo
kremisDev Tooling · ★ 15

AI agent memory via MCP

Read kremis full review →
02

Side-by-Side Comparison

Field
agents-towards-production logoagents-towards-production
kremis logokremis
Category
Dev Tooling
Dev Tooling
Stars
★ 21.7k
★ 15
License
NOASSERTION
Apache-2.0
Install Command
pip install -r meeting-recorder-agent/requirements.txt
git clone https://github.com/TyKolt/kremis.git && cd kremis && cargo build --release
Updated
6d ago
2d ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
AI Agents, GenAI, Production Deployment
ai, ai-agents, anti-hallucination
03

Features

agents-towards-production logoagents-towards-production
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
kremis logokremis
01Deterministic graph engine
02CLI + HTTP API + MCP bridge
03BLAKE3 hashing for integrity
04Canonical export (KREX)
05Zero baked-in knowledge
04

Use Cases

agents-towards-production logoagents-towards-production
↳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.
kremis logokremis
↳AI agent memory via MCP
↳LLM fact-checking
↳Provenance and audit trail
05

Best For

agents-towards-production logoagents-towards-production
Most PopularEssentialTrending
kremis logokremis
—
FAQ

FAQ

What is the difference between agents-towards-production and kremis?
Both agents-towards-production and kremis are in the Dev Tooling category. agents-towards-production has 21.7k stars, while kremis has 15 stars.
Which is better, agents-towards-production or kremis?
The best choice depends on your use case. Choose agents-towards-production if Developing scalable, production-ready Generative AI agents., and kremis if AI agent memory via MCP.
Is agents-towards-production free or open source?
Yes, agents-towards-production is open source on GitHub (NOASSERTION).
Is kremis free or open source?
Yes, kremis is open source on GitHub (Apache-2.0).
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