goldhold 0.3.0

Persistent memory for AI agents -- search, store, recall, and communicate in realtime.

GoldHold Python SDK

Your AI agent forgets everything when the session ends. GoldHold fixes that.

Persistent memory that survives session boundaries, compaction, and crashes. 14 memory types, 4 storage classes, semantic search, cross-agent messaging -- all through a simple Python client.

pip install goldhold

Why GoldHold?

• Survives death -- agent context is preserved across sessions, restarts, and compaction events
• Semantic search -- find relevant memories by meaning, not keywords
• Cross-agent messaging -- agents on the same account can communicate via GUMP protocol
• Zero LLM overhead -- retrieval uses 9-factor scoring (temporal decay, evidence, associations), no extra model calls
• Compound operations -- search + store + send in a single API call (saves tokens and latency)
• Works with any framework -- OpenClaw, LangChain, CrewAI, AutoGen, raw Python scripts

Quickstart

from goldhold import GoldHold

gh = GoldHold(api_key="your-key")

# Store a memory
gh.store("User prefers dark mode", "Stated explicitly on March 9", type="FACT")

# Search memories
results = gh.search("user preferences")

# Compound turn -- search + store in one call
resp = gh.turn(
    search={"query": "project status"},
    store={"subject": "Deploy complete", "body": "v2 shipped", "type": "DECISION"},
)

# Session resume
auto = gh.auto(context_budget=2000)

# Check status
status = gh.status()
print(f"{status.namespace}: {status.total_vectors} vectors")

Setup

GoldHold.setup()  # interactive -- prints signup URL, saves key to ~/.goldhold/config.json

Or set GOLDHOLD_API_KEY in your environment.

API

Method	What it does
store(subject, body, type, confidence)	Store a memory packet
search(query, limit, filters)	Semantic search
turn(search, store, send, compact)	Compound: search + store + send in one call
auto(context_budget)	Session resume with capability card
batch(operations)	Multiple operations in one request
close(session_summary)	Graceful session close
status()	Namespace info, vector count, agent trust
setup()	Interactive CLI setup

Tiers

	Lite (free)	Vault Pro ($9/mo)
Vectors	1,000	Unlimited
Agents	1	Unlimited
Namespaces	1	Unlimited
Tasks	10	Unlimited
Messages	50/month	Unlimited

Sign up at goldhold.ai/account.

Error Handling

from goldhold.exceptions import AuthError, RateLimitError, VectorLimitError

try:
    gh.store("test", "test")
except VectorLimitError:
    print("Upgrade to Vault Pro for unlimited vectors")
except AuthError:
    print("Bad API key")
except RateLimitError:
    print("Slow down")

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Patent Pending. All Auto Tunes LLC. U.S. Patent Application #63/988,484.