keep-skill

library0.158.1pypypiunverified

Reflective memory library for storing and searching documents by meaning using vector embeddings and tag-based metadata. Current version 0.143.3, requires Python >=3.11, <3.14. Active development with frequent releases (multiple per month).

vector-search ai-ml llm-agents database data

pip install keep-skill

github ↗package ↗homepage ↗docs ↗

INSTALL

IMPORT

SIG · KEEP-SKILL

keep-skill

vector-searchpythonv0.158.1

Install

28.1s avg

Import

—

Disk

565MB

Pass rate

3/ 10

Env Coverage3 / 10

glibc

3.9–3.13

musl

3.9–3.13

Install & Compatibility

Where this runs

tested against v0.158.1 · pip install

no network on importno background threads

Install × environment matrix

Each cell = how many times install + import succeeded across repeated harness runs. Partial = flaky.
glibc = Debian/Ubuntu slim · musl = Alpine Linux

musl

glibc

py 3.10

✕ build_error

py 3.11

✕ build_error

✓ 31.2s

py 3.12

✕ build_error

✓ 26.1s

py 3.13

✕ build_error

✓ 27.1s

py 3.9

✕ build_error

565MB installed

● package 565MB

Code

Verified usage

Verified import paths — ran on the pinned version, not inferred.

Keep

✓ from keep import Keep

✗ from keep import Keep

Keeper

✓ from keep import Keeper

DocumentStoreProtocol

✓ from keep import DocumentStoreProtocol

Create a Keep client, add a document with tags, and search by semantic similarity.

import os from keep import Keep, Document client = Keep(daemon_url=os.environ.get('KEEP_DAEMON_URL', 'http://localhost:8000')) doc = Document(content="Recursive summarization improves LLM reasoning.", tags={"topic": "prompt-engineering"}) uid = client.add(doc) print(f"Added document {uid}") # Search by meaning results = client.search("LLM reasoning techniques") for r in results: print(r.content, r.score)

Debug

Known issues

breakingIn v0.140.0 the 'type' tag was repurposed for entity-type classification. Old 'type' values (learning, breakdown, etc.) are migrated to new 'kind' tag automatically. If your code relies on reading the 'type' tag, update to use 'kind' instead.

fix

Replace accesses to tags['type'] with tags.get('kind', tags.get('type')).

affects: >=0.140.0

gotchaThe daemon must be running separately (e.g., 'keep daemon') before using the client. The client does not start the daemon automatically.

fix

Start the daemon in a separate terminal: keep daemon

affects: all

gotchaSQLite SELECTs used to be blocked by write locks until v0.143.2. If you see performance issues on concurrent reads with writes, upgrade to >=0.143.2.

fix

Upgrade to version 0.143.2 or later: pip install --upgrade keep-skill

affects: <0.143.2

deprecatedThe 'requests' HTTP library was replaced by 'httpx' in v0.142.0. Custom HTTP configs using requests internals will break.

fix

Use httpx settings or rely on the default Keep client configuration.

affects: >=0.142.0

Upgrade

Version history

0.158.1latest on PyPI · released Jun 11, 2026

Audit

Dependencies

No dependency data recorded yet.

Agent activity

53 hits · last 30 days

node

OpenAI (training)

Resources

githubhttps://github.com/generalbusiness-ai/keep ↗

packagehttps://pypi.org/project/keep-skill/ ↗

homepagehttps://keep.generalbusiness.ai ↗

docshttps://docs.generalbusiness.ai/guides/ ↗