Maximem Synap Developer Documentation

# pip install maximem-synap   ·   export SYNAP_API_KEY=synap_...   SYNAP_INSTANCE_ID=inst_...
from maximem_synap import MaximemSynapSDK

sdk = MaximemSynapSDK()        # reads SYNAP_API_KEY from the environment
await sdk.initialize()

# 1. Ingest a turn after it happens (B2C: user_id only)
await sdk.memories.create(
    document="User: I prefer dark mode.\nAssistant: Got it!",
    document_type="ai-chat-conversation",
    user_id="user_123",
)

# 2. Retrieve relevant memory before the next LLM call
ctx = await sdk.user.context.fetch(
    user_id="user_123",
    search_query=["user preferences"],
)

# 3. Inject ctx.facts / ctx.preferences into your system prompt. Done.

import { SynapClient } from '@maximem/synap-js-sdk';

// pip install maximem-synap   ·   export SYNAP_API_KEY=synap_...   SYNAP_INSTANCE_ID=inst_...

const sdk = new SynapClient();  // reads SYNAP_API_KEY from the environment
await sdk.initialize();

// 1. Ingest a turn after it happens (B2C: user_id only)
await sdk.memories.create({
  document: "User: I prefer dark mode.\nAssistant: Got it!",
  document_type: 'ai-chat-conversation',
  user_id: 'user_123',
});

// 2. Retrieve relevant memory before the next LLM call
const ctx = await sdk.user.context.fetch({
  user_id: 'user_123',
  search_query: ['user preferences'],
});

// 3. Inject ctx.facts / ctx.preferences into your system prompt. Done.

import { SynapClient } from '@maximem/synap-js-sdk';

// pip install maximem-synap   ·   export SYNAP_API_KEY=synap_...   SYNAP_INSTANCE_ID=inst_...

const sdk = new SynapClient();  // reads SYNAP_API_KEY from the environment
await sdk.initialize();

// 1. Ingest a turn after it happens (B2C: user_id only)
await sdk.memories.create({
  document: "User: I prefer dark mode.\nAssistant: Got it!",
  document_type: 'ai-chat-conversation',
  user_id: 'user_123',
});

// 2. Retrieve relevant memory before the next LLM call
const ctx = await sdk.user.context.fetch({
  user_id: 'user_123',
  search_query: ['user preferences'],
});

// 3. Inject ctx.facts / ctx.preferences into your system prompt. Done.