Registry / llm-agents / mempalace

mempalace

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library3.3.4pypypi✓ verified 80d ago

MemPalace (v3.3.4) gives AI applications a memory by mining projects and conversations into a searchable, structured knowledge base. It uses a local language model (Ollama/LM Studio) for free setup, no API key required. Release cadence is active with multiple minor releases per month.

pip install mempalace
INSTALL
IMPORT
SIG · MEMPALACE
M
mempalace
llm-agentspythonv3.3.4
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.

MemPalace
import mempalace
from mempalace import MemPalace

Initialize MemPalace, mine a directory, and search for a concept.

from mempalace import MemPalace mp = MemPalace() mp.mine(directory='./project') results = mp.search('key concept') print(results)
Debug
Known issues
breakingIn v3.3.2, the `mempalace-mcp` console script was missing from pyproject.toml, causing plugin installation failures. Upgrade to v3.3.4 to ensure the binary is present.
fix
pip install mempalace>=3.3.3
affects: 3.3.2
gotchaMemPalace by default uses a local LLM (Ollama/LM Studio/llama.cpp) for zero-cost setup. If no local LLM is running, it falls back gracefully but may not mine effectively.
fix
Ensure a local LLM server is running, or set environment variables to configure an external API endpoint.
affects: >=3.3.4
deprecatedThe old API `import mempalace` without explicit class import is deprecated and may be removed in a future version.
fix
Use `from mempalace import MemPalace` instead.
affects: >=3.0.0
Upgrade
Version history
3.3.4latest on PyPI · released May 1, 2026
Audit
Dependencies

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Agent activity
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Resources
mempalace — pip install mempalace · libregistry