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Documentation Index

Fetch the complete documentation index at: https://docs.memic.ai/llms.txt

Use this file to discover all available pages before exploring further.

The official Memic Python SDK is published on PyPI as memic.

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Install

pip install memic
Requires Python 3.10 or newer.

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Authenticate

The SDK reads your API key from the MEMIC_API_KEY environment variable: 
export MEMIC_API_KEY="mk_live_..."

from memic import Memic

client = Memic()  # reads MEMIC_API_KEY from env
Or pass it explicitly: 
client = Memic(api_key="mk_live_...")

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First call

print(client.me())
If this prints your org and project info, you’re good.

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What’s in the SDK

The Memic client exposes these resources:
  • client.me() — return the context resolved from your API key
  • client.projects — list projects
  • client.files — upload, list, delete, status
  • client.search(query) — semantic search
  • client.chat(messages) — grounded chat with citations
  • client.prompts — fetch managed prompts
See the full reference for every method and parameter.

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Configuration

The Memic constructor accepts optional parameters: 
client = Memic(
    api_key="mk_live_...",           # default: MEMIC_API_KEY env var
    base_url="https://api.memic.ai/api/v1",  # default
    timeout=30.0,                    # default, in seconds
    max_retries=3,                   # default
)

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Error handling

The SDK raises typed exceptions for common failures: 
from memic import Memic, AuthenticationError, NotFoundError, RateLimitError

client = Memic()

try:
    client.search("test")
except AuthenticationError:
    print("Check your API key")
except RateLimitError as e:
    print(f"Rate limited, retry after {e.retry_after}s")
except NotFoundError as e:
    print(f"Not found: {e}")

Quickstart

5-minute walkthrough.

Full reference

Every method and parameter.