PayloopPayloop
CommunityVoicesToolsDiscoverLeaderboardReportsBlog
Save Up to 65% on AI
Powered by Payloop — LLM Cost Intelligence
Tools/Flowise vs Zep
Flowise

Flowise

framework
vs
Zep

Zep

framework

Flowise vs Zep — Comparison

Overview
What each tool does and who it's for

Flowise

Open source generative AI development platform for building AI agents, LLM orchestration, and more

Open source agentic systems development platform Trusted and used by teams around the globe Flowise provides modular building blocks for you to build any agentic systems, from simple compositional workflows to autonomous agents Build multi-agent systems with workflow orchestration distributed across multiple coordinated agents Build single-agent systems and chatbots with support for tool calling and knowledge retrieval (RAG) from various data sources Allow humans to review tasks performed by agents within the feedback loop Full execution traces, support Prometheus, OpenTelemetry and other observability tools Extend and integrate to your applications using APIs, SDK and Embedded Chat Deploy and scale your AI applications with enterprise-grade infrastructure, support for both cloud and on-premises environments See how our customers are transforming their businesses Flowise allows us to supercharge our existing embedded analytics platform with built-in AI features that our clients absolutely love Terrence Sheflin, Director of Engineering UneeQ is very excited to utilize a best-in-class engine that orchestrates AI as part of our proprietary AI brain, Synapse. Flowise has been able to dramatically decrease the resources required to deploy our digital human experiences Integrating Flowise with many other components and utilizing the function-calling capability of LLMs significantly enhanced the quality and efficiency of our new copilot feature in the QmicQatar iFleet product Dr. Fethi Filali, Director of Technology Applied Research With Flowise, we were able to accelerate our internal Build your own AI assistants easily intuitively initiative. Truly a game-changer in our tech journey Iokin Pardo, BTS Digital Senior Director Flowise enable us to do magic using GenAI with state of the art LLM and other suite of tools Dr. Tu Hao Tran, General Cardiologist Flowise has truly changed how we approach AI. It’s simple enough to prototype an idea in minutes, yet powerful enough to take all the way to production David Micotto, Senior Director of DX AI Start building for free, then scale with your users and teams Open source community is the heart of Flowise. See why developers love and build using Flowise Earn 20% commission for 12 months on every successful referral Learn how to use Flowise from different webinar series with our partners Looking for specific use cases and support?

Zep

Zep connects your data sources, builds a unified context graph of your users, and delivers assembled context to your agent. One pipeline. One API.

Based on the limited social mentions provided, there isn't enough substantive user feedback to properly assess Zep's reception. The mentions include several YouTube references to "Zep AI" without detailed content, and GitHub activity showing technical development work involving agent modules and commit migrations. Reddit discussions touch on AI memory management and context portability challenges that may relate to Zep's functionality, but don't explicitly evaluate the tool itself. To provide an accurate user sentiment summary, more detailed reviews and user experiences would be needed.

Key Metrics
—
Avg Rating
—
0
Mentions (30d)
5
51,287
GitHub Stars
4,316
24,002
GitHub Forks
597
—
npm Downloads/wk
—
—
PyPI Downloads/mo
—
Community Sentiment
How developers feel about each tool based on mentions and reviews

Flowise

0% positive100% neutral0% negative

Zep

0% positive100% neutral0% negative
Pricing

Flowise

Zep

subscription + freemium + tieredFree tier

Pricing found: $25 /month, $25 / 20, $475 /month, $125 / 100

Features

Only in Flowise (9)

Multi AgentsChat AssistantsHuman In the LoopExecution TracesAPI, SDK, EmbedProduction ScaleStarterBecome a Flowise AffiliateEnterprise

Only in Zep (10)

Trusted by developers atIngestGraphAssembleEvery SourceBuilt for Real-TimeThree Lines of CodeChat MemoryStatic RAGTool Calls
Developer Ecosystem
15
GitHub Repos
11
1,973
GitHub Followers
417
20
npm Packages
13
20
HuggingFace Models
—
—
SO Reputation
—
Pain Points
Top complaints from reviews and social mentions

Flowise

No data yet

Zep

spending limit (1)
Product Screenshots

Flowise

Flowise screenshot 1Flowise screenshot 2Flowise screenshot 3Flowise screenshot 4

Zep

Zep screenshot 1Zep screenshot 2
Company Intel
information technology & services
Industry
information technology & services
3
Employees
5
$0.1M
Funding
$2.4M
Merger / Acquisition
Stage
Seed
Supported Languages & Categories

Flowise

AI/MLFinTechDevOpsAnalyticsDeveloper Tools

Zep

context engineeringagent memoryAI agentsGraph RAGcontext assembly
View Flowise Profile View Zep Profile