eidolondb 0.2.1

Official Python client for EidolonDB — self-managing memory for AI agents

eidolondb

Official Python client for EidolonDB.

Install

pip install eidolondb

Quick start

from eidolondb import EidolonDB

db = EidolonDB(url="http://localhost:3000", tenant="my-app")

# Store a memory
db.remember("User prefers dark mode", importance=0.9, tags=["preference"])

# Recall
context = db.recall("user preferences")

# Auto-extract from raw text
result = db.ingest("Today we decided on FastAPI for the backend. Port 8000.")

# Full search
results = db.memories.search("project decisions", k=5)

API reference

memories

db.memories.create(tier, content, **kwargs)
db.memories.get(memory_id)
db.memories.list(...)
db.memories.update(memory_id, **kwargs)
db.memories.delete(memory_id)
db.memories.search(text, **kwargs)
db.memories.record_access(memory_id)
db.memories.stats()

entities

db.entities.create(**kwargs)
db.entities.get(entity_id)
db.entities.list(...)
db.entities.update(entity_id, **kwargs)
db.entities.delete(entity_id)

artifacts

db.artifacts.create(**kwargs)
db.artifacts.get(artifact_id)
db.artifacts.delete(artifact_id)

relations

db.relations.create(**kwargs)
db.relations.list(...)
db.relations.get(relation_id)
db.relations.delete(relation_id)
db.relations.traverse(...)

events

db.events.create(**kwargs)
db.events.list(...)
db.events.get(event_id)
db.events.timeline(...)

context

db.context.build(current_input, **kwargs)

lifecycle

db.lifecycle.run(dry_run=False, triggered_by="manual")
db.lifecycle.list_runs(limit=20)

ingest + convenience helpers

db.ingest(content, source="chat", **kwargs)
db.search(query, **kwargs)
db.remember(content, importance=0.8, tags=None, tier="semantic")
db.recall(query, k=10)

feedback

db.feedback.mark_used(memory_id, query=None, retrieval_score=None, relevance=None, metadata=None)
db.feedback.retrieval_stats()

Error handling

All API failures raise EidolonDBError.

from eidolondb import EidolonDB, EidolonDBError

db = EidolonDB(url="http://localhost:3000", tenant="my-app")

try:
    db.memories.get("missing-id")
except EidolonDBError as error:
    print(error.status, error.message, error.body)

Python version

Requires Python >=3.9.