Skip to main content

Content-addressed execution store for AI agents — git semantics for agent tool calls.

Project description

vek

Content-addressed execution store for AI agents — git semantics for agent tool calls.

CI

Vek is a minimal execution history layer for AI agents. Every tool call's input and output is stored as an immutable, content-addressed blob, forming a traceable, forkable, branchable execution DAG. Framework-agnostic — plug in with a single function call.

Philosophy

Manage agent execution history like git manages code. Git doesn't care what language you write in. Vek doesn't care what framework your agent runs on.

Install

pip install vek

Quick Start

import vek

vek.init()

# record a single tool call
h = vek.store(tool="search", input={"q": "climate change"}, output={"results": [...]})

# session — auto-chained, atomic recording
with vek.session() as s:
    s.store(tool="search", input=query, output=results)
    s.store(tool="summarise", input=text, output=summary)

# auto-record with decorator
@vek.wrap
def search(query: str) -> dict:
    return {"results": [...]}

# inspect
node = vek.show(h)
blob = vek.cat_file(node["input_hash"])

CLI

vek init                  # create .vek/ repository
vek status                # current branch, tip, stats
vek log [-n 20] [--graph] # execution history / ASCII DAG
vek show <hash>           # inspect a node (short hash OK)
vek cat-file <hash>       # dump raw object content
vek branch [name]         # list or create/switch branches
vek fork <hash>           # fork at a node
vek merge <branch>        # merge branch into current
vek diff <hash1> <hash2>  # structural JSON diff
vek replay <hash>         # replay first-parent chain
vek tag [name] [hash]     # list or create tags
vek fsck                  # verify repository integrity
vek gc [--dry-run]        # remove unreachable objects
vek export [--format json|jsonl] [--branch name]
vek import <file> [--format auto|json|jsonl]
vek --version

Python API

Function Description
vek.init() Initialise .vek/ repository
vek.store(tool, input, output) Record one tool call
vek.session() Context manager for atomic batch recording
vek.async_session() Async context manager
vek.wrap(fn) Decorator for auto-recording
vek.hook(dispatch_fn) Wrap a dispatch function
vek.log(n=20) Recent execution history
vek.log_graph() ASCII DAG visualisation
vek.show(hash) Node details with materialised content
vek.cat_file(hash) Raw object bytes
vek.status() Repository summary
vek.branch(name) Create/switch branch
vek.fork(hash, name) Fork at a node
vek.merge(branch) Merge branch (creates multi-parent node)
vek.diff(h1, h2) Structural JSON diff
vek.replay(hash) First-parent chain from root to hash
vek.tag(name, hash) Lightweight tags
vek.fsck() Integrity verification
vek.gc() Garbage collection
vek.export() Export chains (JSON/JSONL)
vek.import_data(data) Import chains

All hash arguments accept short prefixes (e.g. h[:8]).

Storage Layout

.vek/
├── objects/     # (reserved) content-addressed hash objects
├── refs/        # (reserved) branch pointer files
├── HEAD         # current branch
├── config       # repository configuration
└── vek.db       # SQLite — objects + nodes + refs

Data Model

objects:  hash | content
nodes:    hash | tool | input_hash | output_hash | parent_hash | timestamp | merge_parent
refs:     name | hash                     (branches, tags with "tag/" prefix)

Object Hashing (git-style)

SHA-256( "blob" + " " + size + "\0" + content )   # input/output blobs
SHA-256( "node" + " " + size + "\0" + content )   # execution nodes

Same content stored exactly once. Different types with identical content produce different hashes.

Merge Nodes

Merge creates a node with two parents: parent_hash (current branch) and merge_parent (target branch). Tool is __merge__.

Concurrency

  • SQLite WAL mode with 5s busy timeout
  • store() uses BEGIN IMMEDIATE to serialise concurrent ref updates
  • Advisory file lock (HEAD.lock) prevents concurrent branch pointer writes
  • Sessions batch all writes in a single transaction (atomic commit/rollback)

Design Principles

  • Content-addressed — identical content stored once, forever
  • Immutable — history cannot be tampered with
  • Framework-agnostic — no adapters, no shims
  • Local-first.vek/ directory, zero external dependencies
  • Minimal API — one function call to integrate
  • Atomic sessions — all-or-nothing batch writes
  • Portable — export/import execution chains as JSON/JSONL

License

AGPL-3.0

Project details


Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

vek-0.2.4.tar.gz (38.5 kB view details)

Uploaded Source

Built Distribution

If you're not sure about the file name format, learn more about wheel file names.

vek-0.2.4-py3-none-any.whl (36.9 kB view details)

Uploaded Python 3

File details

Details for the file vek-0.2.4.tar.gz.

File metadata

  • Download URL: vek-0.2.4.tar.gz
  • Upload date:
  • Size: 38.5 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/6.2.0 CPython/3.11.9

File hashes

Hashes for vek-0.2.4.tar.gz
Algorithm Hash digest
SHA256 a89c482e9879083e45ccccca78d3ae1ee453b008e90894503de9996166feb52d
MD5 421a88a6412f3204fab8107f64bb8bac
BLAKE2b-256 8d964590c802dd50ee7dcba8e7681f82d0b05e8e0347df9ee2c2428cb69832cc

See more details on using hashes here.

File details

Details for the file vek-0.2.4-py3-none-any.whl.

File metadata

  • Download URL: vek-0.2.4-py3-none-any.whl
  • Upload date:
  • Size: 36.9 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/6.2.0 CPython/3.11.9

File hashes

Hashes for vek-0.2.4-py3-none-any.whl
Algorithm Hash digest
SHA256 da51265a50a630b59a30c5d798c2706b618dd1a06cefa7c3db59ea74740fc83c
MD5 1906d9c3e228d6f1165500207e1d2a66
BLAKE2b-256 817e0fb957391c8e789bbddb8cc49020061172051e1a991d3c9ad650e5a51afd

See more details on using hashes here.

Supported by

AWS Cloud computing and Security Sponsor Datadog Monitoring Depot Continuous Integration Fastly CDN Google Download Analytics Pingdom Monitoring Sentry Error logging StatusPage Status page