SDKs & API

The MemLab Python SDK wraps the gateway REST API with typed helpers for ingesting Episodic Memory and running hybrid retrieval. Mint an API key in the dashboard, then follow the steps below.

1. 1

   Install the SDK

   Add MemLab to your project with pip.

   bash

   pip install memlab-ai

2. 2

   Initialize the client

   Configure the client with the API key you minted in the dashboard.

   python

   from memlab import MemLabClient
   
   client = MemLabClient(
       api_key="your-api-key",
       base_url="https://duevlcjdbpgye.cloudfront.net",
   )

3. 3

   Ingest an Episodic Memory

   Send raw content to be extracted into Semantic Memory.

   python

   result = client.add(
       content="My name is Alice and I love hiking.",
       episodic_memory_type="MESSAGE",
   )
   print(result)

4. 4

   Search Semantic Memory

   Query for facts ranked by relevance.

   python

   results = client.semantic_memories.search(query="What do I like?")
   for r in results:
       print(r["semantic_memory"]["content"])