pymentisdb
Official Python client for MentisDB — a durable semantic memory engine for AI agents.
Installation
pip install pymentisdb
With LangChain integration:
pip install pymentisdb[langchain]
Quick Start
from pymentisdb import MentisDbClient, ThoughtType
client = MentisDbClient()
# Append a thought
thought = client.append_thought(
thought_type=ThoughtType.INSIGHT,
content="Rate limiting is the real bottleneck."
)
print(f"Appended: {thought.id}")
# Semantic search
results = client.ranked_search(text="performance optimization")
for hit in results.results:
print(f"[{hit.score.total:.3f}] {hit.thought.content}")
# Context bundles
bundles = client.context_bundles(text="cache invalidation", limit=5)
LangChain Integration
from pymentisdb import MentisDbMemory
from langchain_openai import ChatOpenAI
memory = MentisDbMemory(
chain_key="my-project",
agent_id="assistant"
)
llm = ChatOpenAI(model="gpt-4")
chain = llm.with_memory(memory)
Configuration
# Remote server
client = MentisDbClient(base_url="http://my.mentisdb.com:9472")
Full Documentation
1 maintainer
Release files for pymentisdb 0.9.0
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Source distribution (sdist)
| File | Size | Uploaded | |
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| pymentisdb-0.9.0.tar.gz | 2.3 kB | Details |
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| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| pymentisdb-0.9.0-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 4.3 kB
Release files / pymentisdb-0.9.0.tar.gz
| Download URL | pymentisdb-0.9.0.tar.gz |
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| Size | 2.3 kB |
| Tags | Source |
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| Tags | Python 3 |
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