Skip to main content

Official Cogspace SDK — add a knowledge layer to any AI agent

Project description

cogspace

Official Python SDK for Cogspace — persistent knowledge layer for AI agents.

Published on PyPI as cogspace.

Install

pip install cogspace

Quickstart

import asyncio
import os
from cogspace import AsyncCogspace

# Set your API key (or pass api_key= directly)
os.environ["COGSPACE_API_KEY"] = "cs-..."

async def main():
    cog = AsyncCogspace()
    space = await cog.space("my-agent")

    # See what exists
    files = await space.list("expertise")
    print(f"Files: {files.file_count}")

    # Add knowledge
    await space.add(
        path="expertise/retry.md",
        content="# Retry Patterns\nUse exponential backoff with jitter.",
        layer="expertise",
        topic="retry-patterns",
        confidence=0.95,
    )

    # Search
    results = await space.search("retry logic", limit=5)
    for item in results.results:
        print(f"{item.path}: {item.score:.2f}")

    # Retrieve a file
    file = await space.retrieve("expertise/retry.md")
    print(file.content)

    # Delete
    await space.forget("expertise/retry.md")

    await cog.aclose()

asyncio.run(main())

Sync client

from cogspace import Cogspace

with Cogspace() as cog:
    space = cog.space("my-agent")
    files = space.list("expertise")
    results = space.search("retry logic", limit=5)
    space.add(
        path="expertise/retry.md",
        content="# Retry Patterns\n...",
        layer="expertise",
        topic="retry-patterns",
    )
    space.forget("expertise/retry.md")

API Reference

Cogspace(api_key, base_url, timeout, max_retries)

Reads COGSPACE_API_KEY from environment if api_key not provided.

Method Description
cog.space(name_or_id) Get a space client by name or ID
cog.list_spaces() List all your spaces
cog.create_space(name) Create a new space

SpaceClient

Method Args Description
space.list(folder) folder="" List files in folder
space.retrieve(path) path Get one file with content + metadata
space.search(query, limit, layer) limit=10, layer=None Search all layers
space.add(path, content, layer, topic, confidence, relates_to) see below Add/update knowledge
space.forget(path) path Delete from all layers

add() parameters

Param Type Required Description
path str yes File path (e.g. "expertise/retry.md")
content str yes Markdown content
layer str yes "expertise", "memory", or "root"
topic str yes Category/topic
confidence float no 0.0-1.0, default 0.9
relates_to list[str] no Related file names

Layers

Layer Use for
expertise Knowledge, patterns, guides, reference material
memory Agent memory, user preferences, session notes
root General knowledge that doesn't fit elsewhere

Limits

  • search(limit=...) — max 100 results per call
  • forget() — single file per call

Errors

from cogspace.exceptions import AuthError, NotFoundError, RateLimitError, LimitExceededError

try:
    results = await space.search("query", limit=200)
except LimitExceededError:
    print("Limit must be <= 100")
except AuthError:
    print("Invalid API key")
except NotFoundError:
    print("Space not found")

Get an API key

Sign in at platform.cogspace.aiSettings → API keysCreate key.

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

cogspace-0.4.0.tar.gz (8.9 kB view details)

Uploaded Source

Built Distribution

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

cogspace-0.4.0-py3-none-any.whl (11.4 kB view details)

Uploaded Python 3

File details

Details for the file cogspace-0.4.0.tar.gz.

File metadata

  • Download URL: cogspace-0.4.0.tar.gz
  • Upload date:
  • Size: 8.9 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/6.2.0 CPython/3.12.3

File hashes

Hashes for cogspace-0.4.0.tar.gz
Algorithm Hash digest
SHA256 2523d3c1f5f1c57113142e8b85445606dcfaaedfc169e5ee2e3536df52249fed
MD5 97b40c25d06dab2e07aea8bd57ea3503
BLAKE2b-256 d17e33e26a294ae7f19d7cef57f11f023fd1d74871c238f5d9b4b246385869c7

See more details on using hashes here.

File details

Details for the file cogspace-0.4.0-py3-none-any.whl.

File metadata

  • Download URL: cogspace-0.4.0-py3-none-any.whl
  • Upload date:
  • Size: 11.4 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/6.2.0 CPython/3.12.3

File hashes

Hashes for cogspace-0.4.0-py3-none-any.whl
Algorithm Hash digest
SHA256 de0abdb525d4d34cf8df3f0ca428d2a74b04ac487965826971292995d4ed98d5
MD5 c04881512c35db03606c3b62989fdec2
BLAKE2b-256 72377187ababedaf05d652de7fea3715762000860196e2212a77a3a3d0b2b220

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