Ai agents that actually remember

from memoryservice import MemoryClient

client = MemoryClient(api_key="ms_live_xxx")
rag = client.instances.create(name="FAQ Bot", memory_type="rag")

task = rag.ingest("Your documentation here...", metadata={"source": "docs"})
task.wait()

result = rag.query("How do I cancel my subscription?", user_id="user_123")
print(result.answer)
print(result.citations)

import { MemoryClient } from "@memoryservice/sdk";

const client = new MemoryClient({ apiKey: "ms_live_xxx" });
const rag = await client.instances.create({ name: "FAQ Bot", memoryType: "rag" });

const task = await rag.ingest("Your documentation here...", { source: "docs" });
await task.wait();

const result = await rag.query("How do I cancel my subscription?", { userId: "user_123" });
console.log(result.answer);
console.log(result.citations);

# create instance
curl -X POST https://mnemoniqa.com/api/v1/instances \
  -H "Authorization: Bearer ms_live_xxx" \
  -d '{"name": "FAQ Bot", "memory_type": "rag"}'

# query
curl -X POST https://mnemoniqa.com/api/v1/instances/inst_abc/query \
  -H "Authorization: Bearer ms_live_xxx" \
  -d '{"query": "How do I cancel?", "user_id": "user_123"}'