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AWS S3 Storage Plugin for Search Toolkit

AWS S3 (and S3-compatible) object storage backend for mistralai-search-toolkit.

This plugin implements the Search Toolkit's ObjectStorage interface, enabling the ingestion pipeline to load files directly from S3.

Installation

pip install mistralai-search-toolkit-storage-s3

Or as an optional dependency of the core package:

pip install mistralai-search-toolkit[storage-s3]

Quick Start: Load Files from S3 in Ingestion Pipeline

1. Upload a File to S3

import asyncio
from mistralai.search.toolkit.plugins.storage.s3 import S3BlobStorage


async def upload_file():
    storage = S3BlobStorage(
        bucket_name="your-bucket",
        region_name="us-east-1",
    )

    # Upload a file
    with open("document.pdf", "rb") as f:
        data = f.read()

    await storage.put(key="documents/document.pdf", data=data)


asyncio.run(upload_file())

2. Load Files from S3 in Ingestion Pipeline

import asyncio
import os
from mistralai.search.toolkit.ingestion.loaders import FileLoader
from mistralai.search.toolkit.ingestion.pipelines import Pipeline
from mistralai.search.toolkit.ingestion.text_splitters import CharacterTextSplitter
from mistralai.search.toolkit.embedding import MistralEmbedder, MODEL_1024_EMBEDDING
from mistralai.client import Mistral
from mistralai.search.toolkit.plugins.storage.s3 import S3BlobStorage
from mistralai.search.toolkit.plugins.vespa import VespaClientConfig
from vespa_app import app


async def ingest_from_s3():
    # Create S3 storage factory
    def s3_storage_factory():
        return S3BlobStorage(
            bucket_name="your-bucket",
            region_name="us-east-1",
        )

    # Create FileLoader backed by S3
    file_loader = FileLoader(storage_factory=s3_storage_factory)

    # Create ingestion pipeline
    mistral_client = Mistral(api_key=os.environ.get("MISTRAL_API_KEY"))
    vespa_config = VespaClientConfig(
        endpoint=os.environ.get("VESPA_ENDPOINT", "http://localhost:8080"),
    )
    vector_store = app.get_search_index(vespa_config, collection_name="articles")

    pipeline = Pipeline(
        loader=file_loader,
        text_splitter=CharacterTextSplitter(chunk_size=512),
        embedder=MistralEmbedder(client=mistral_client, model_name=MODEL_1024_EMBEDDING),
        stores=vector_store,
    )

    # Ingest documents from S3
    num_chunks = await pipeline.run(
        documents=[
            "documents/document1.pdf",
            "documents/document2.pdf",
        ]
    )

    print(f"Indexed {num_chunks} chunks")


asyncio.run(ingest_from_s3())

Configuration

Basic Setup

storage = S3BlobStorage(
    bucket_name="your-bucket",
    region_name="us-east-1",
)

With Credentials

storage = S3BlobStorage(
    bucket_name="your-bucket",
    region_name="us-east-1",
    access_key="your-access-key",
    secret_key="your-secret-key",
)

S3-Compatible Services

Works with MinIO, DigitalOcean Spaces, and other S3-compatible services:

storage = S3BlobStorage(
    bucket_name="bucket",
    endpoint_url="https://minio.example.com",
    access_key="minioadmin",
    secret_key="minioadmin",
)

Local Development

For testing without AWS, use MinIO:

docker run -p 9000:9000 -p 9001:9001 minio/minio server /data

Configure to use local MinIO:

storage = S3BlobStorage(
    bucket_name="documents",
    endpoint_url="http://localhost:9000",
    access_key="minioadmin",
    secret_key="minioadmin",
)

License

This plugin is licensed under the Apache License 2.0.

Support

For Search Toolkit issues, refer to the Search Toolkit documentation.

For AWS S3 documentation, visit AWS S3 Docs.

Metadata

Release files for mistralai-search-toolkit-storage-s3 0.0.13

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

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Source distribution for mistralai-search-toolkit-storage-s3 0.0.13
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Table of built distributions (wheels) for mistralai-search-toolkit-storage-s3 0.0.13
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mistralai_search_toolkit_storage_s3-0.0.13-py3-none-any.whl Python 3 none any Details

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