piqrypt-autoGen-integration 1.1.0

PiQrypt cryptographic audit trail bridge for Microsoft AutoGen

piqrypt-autoGen-integration

Standard: AISS v2.0 · Full stack: piqrypt.com

Verifiable AI Agent Memory_Cryptographic audit trail for Microsoft AutoGen agents.

Every reply, code execution, and multi-agent conversation — signed, hash-chained, tamper-proof.

pip install piqrypt-autogen

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Quickstart

from piqrypt_autogen import AuditedAssistant, AuditedUserProxy

# Drop-in replacements for AutoGen agents
assistant = AuditedAssistant(
    name="assistant",
    llm_config={"model": "gpt-4o"},
    identity_file="assistant.json"    # PiQrypt identity
)

user_proxy = AuditedUserProxy(
    name="user_proxy",
    human_input_mode="NEVER",
    identity_file="proxy.json"
)

# Normal AutoGen conversation — every reply is stamped
user_proxy.initiate_chat(
    assistant,
    message="Analyze the Q4 financial report and flag anomalies."
)

# Export tamper-proof audit trail
assistant.export_audit("q4-analysis-audit.json")
# $ piqrypt verify q4-analysis-audit.json

---

Multi-agent group chat

from autogen import GroupChat
from piqrypt_autogen import AuditedAssistant, AuditedUserProxy, AuditedGroupChat

researcher = AuditedAssistant(
    name="researcher",
    llm_config=llm_config,
    identity_file="researcher.json"
)

analyst = AuditedAssistant(
    name="analyst",
    llm_config=llm_config,
    identity_file="analyst.json"
)

user_proxy = AuditedUserProxy(
    name="user",
    human_input_mode="NEVER"
)

group_chat = GroupChat(
    agents=[user_proxy, researcher, analyst],
    messages=[],
    max_round=10
)

manager = AuditedGroupChat(
    groupchat=group_chat,
    llm_config=llm_config,
    identity_file="manager.json"
)

user_proxy.initiate_chat(manager, message="Research AI Act compliance requirements")

# Every agent stamped independently — full end-to-end audit
manager.export_audit("group-chat-audit.json")

---

Stamp a third-party agent

from piqrypt_autogen import stamp_reply

# Can't subclass? Wrap the method directly
agent = SomeThirdPartyAgent(...)
agent.generate_reply = stamp_reply(
    identity_file="my-agent.json"
)(agent.generate_reply)

---

Stamp an entire conversation post-hoc

from piqrypt_autogen import stamp_conversation

# After a conversation completes
conv_hash = stamp_conversation(
    messages=user_proxy.chat_messages[assistant],
    private_key=private_key,
    agent_id=agent_id,
    conversation_id="q4-analysis-2026-02"
)

---

What gets stamped

Event	Agent	When
agent_initialized	AssistantAgent	On creation
proxy_initialized	UserProxy	On creation
groupchat_initialized	GroupChatManager	On creation
reply_generated	AssistantAgent	After each reply
proxy_reply	UserProxy	After each proxy reply
code_executed	UserProxy	After code block execution
groupchat_start	GroupChatManager	Before chat runs
groupchat_complete	GroupChatManager	After chat finishes

All events Ed25519-signed, SHA-256 hash-chained. Raw messages never stored — only hashes.

---

Verify

piqrypt verify autogen-audit.json
# ✅ Chain integrity verified — 18 events, 0 forks

piqrypt search --type code_executed
# All code executions with timestamps

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Links

• PiQrypt core: github.com/piqrypt/piqrypt
• Integration guide: INTEGRATION.md — AutoGen section
• Issues: [e-mail]

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