workflowstacks
ai-agent

Zep: AI Insights

Get AI-driven insights with Zep, a tool. Zep has 4.7k+ GitHub stars.
intermediate⏱ 30 minutes💵 Free
4,787 stars645 forksPythonGuide quality 8/10Updated 7/28/2026100% free · open source
What it is

Use Zep: AI Insights to get answers to your business questions using AI.

Real use case example

"A founder wants to optimize their marketing campaigns. They connect their customer database to Zep and ask 'Who are our most engaged customers?' Zep provides a list of top customers, which the founder can then use to create targeted ads and improve their marketing strategy."

Best insideAny AI ClientCursorCodex CLI
When to use it
  • •When you need to analyze large datasets to identify trends and patterns
  • •When you want to automate decision-making processes with AI-driven recommendations
  • •When you need to integrate AI capabilities into your existing workflow or application
Ready-to-paste prompt
zep analyze --data mydata.csv --target sale_price --features bedroom,bathroom
Heads up: You need to have Python 3.8 or later installed, as Zep is not compatible with earlier versions of Python
Saves to your device
Use with Claude
New

Skip the builder — one click puts this in Claude, Cursor, Antigravity and more.

🔑 Needs an API key

Works after you add credentials — the setup agent will ask you for them.

Try it instantly — no install
Claude Code
mkdir -p ~/.claude/skills/zep && curl -fsSL https://workflowstacks.com/api/skills/zep/claude-skill -o ~/.claude/skills/zep/SKILL.md
Open in another AI app

Opens the app with this repo with the prompt ready to go — no copy-paste needed.

Connect the whole catalog (MCP)
claude mcp add --transport http workflowstacks https://workflowstacks.com/api/mcp

Adds a WorkflowStacks connector to Claude Code: search and load any skill here by chatting.

How Zep: AI Insights works
Codeflow
Free to inspect

Zep: AI Insights is a very large Python project (~70k lines across 456 code files, plus 122 test files). Setup is light: installs like a normal app — add your API keys. Reading the code is optional. Last commit this month, Apache-2.0 license, has a test suite.

Size
Very large codebase
~70k lines · 456 code files · days to read — use, don't read
Setup
One-command install
Installs like a normal app — add your API keys. Reading the code is optional.
Runs on
Python
Needs API keys (.env)
Python 72%TypeScript 13%Go 13%Makefile 1%Jupyter Notebook 1%
Where to start reading
  1. 1
    README.md
    Start here — what it does and how to install it
  2. 2
    pyproject.toml
    Dependencies and the commands it exposes
  3. 3
    .env.example
    The API keys and settings you must provide
  4. 4
    examples/go/chunking-example/.env.example
    A worked example — copy this to get going
What's in each folder
integrations/Sub-packages / plugins321 files
examples/Examples you can copy183 files
legacy/Archived / older material104 files
ingestion/Folder97 files
benchmarks/Evaluations & benchmarks89 files
zep-eval-harness/Folder63 files
mcp/Folder41 files
ontology/Folder1 files
READMEHas testsDocumentedCI checksExamples includedApache-2.0 licenseUpdated this month
Quick Actions
Details
Creator
getzep
Language
Python
Category
ai-agent
Published
4/29/2023

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