oc-piloci

library0.3.120pypypiunverified

A self-hosted multi-user LLM memory service designed for Raspberry Pi 5. Implements MCP (Model Context Protocol) for persistent memory management across sessions. Supports multiple backends (SQLite, PostgreSQL) and provides REST and MCP APIs. Current version 0.3.120, actively developed.

ai-ml

pip install oc-piloci

INSTALL

IMPORT

SIG · OC-PILOCI

oc-piloci

ai-mlpythonv0.3.120

harness data pending

Install & Compatibility

Where this runs

No compatibility data collected yet for this library.

Code

Verified usage

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

OCPilociClient

✓ from piloci import OCPilociClient

✗ from oc_piloci import OCPilociClient

Initialize client with an in-memory SQLite backend, store and retrieve memories.

import os from oc_piloci import OCPilociClient, MemoryConfig # Use environment variable for API key api_key = os.environ.get("PILOCI_API_KEY", "your-api-key") config = MemoryConfig(backend="sqlite", db_path=":memory:") client = OCPilociClient(api_key=api_key, config=config) # Store a memory client.store("user:123", "Bot: Hello!", "What did the bot say?") # Retrieve memories memories = client.retrieve("user:123", "bot greeting") print(memories)

Debug

Known issues

breakingPython 3.11 minimum; will fail with ImportError on 3.10 or lower.

fix

Upgrade to Python 3.11+.

affects: <=3.10

gotchaClient must be configured with a MemoryConfig before store/retrieve; default config may use PostgreSQL requiring external setup.

fix

Always provide a MemoryConfig with explicit backend and settings.

affects: all

deprecatedThe 'user' parameter in store() is being renamed to 'namespace' in v0.4.0.

fix

Use keyword argument 'namespace' instead of 'user' when upgrading.

affects: 0.3.x

Upgrade

Version history

0.3.120latest on PyPI · released Jun 7, 2026

Audit

Dependencies

numpyoptionalMemory embedding computations

psycopg2-binaryoptionalPostgreSQL backend support

Agent activity

9 hits · last 30 days

node

Amazon

Resources

No resource links recorded.