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fcmsilva committed Jun 12, 2024
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2 changes: 1 addition & 1 deletion notebooks/atlas-and-kai/meta.toml
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[meta]
author="singlestore"
authors=["singlestore"]
title="Mongo Atlas & SingleStore Kai"
description="""\
Run your MongoDB queries on SingleStore Kai with no code change. \
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2 changes: 1 addition & 1 deletion notebooks/backup-database-s3/meta.toml
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[meta]
author="singlestore"
authors=["singlestore"]
title = "Backup Database to AWS S3"
description = """\
Performs backup either single or multiple databases to AWS S3. \
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[meta]
author="singlestore"
authors=["singlestore"]
title="How to Build a Multi-Agent AI App with AutoGen"
description="""\
Learn how to build a multi-agent group chat with RAG using Autogen and SingleStore \
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2 changes: 1 addition & 1 deletion notebooks/cdc-mongodb-sql-commands/meta.toml
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[meta]
author="singlestore"
authors=["singlestore"]
title = "Ingest data from MONGODB® to SingleStore using SQL commands"
description = """
Setup CDC Replication from MongoDB® to SingleStore using SQL commands. """
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2 changes: 1 addition & 1 deletion notebooks/confluent-cloud-integration/meta.toml
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[meta]
author="singlestore"
authors=["singlestore"]
title = "Ingest data from Confluent Cloud (Kafka)"
description = """
A step-by-step guide on seamlessly ingesting data from Confluent Cloud (Kafka) into your SingleStoreDB database using a robust pipeline. """
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2 changes: 1 addition & 1 deletion notebooks/evaluating-llms-with-uptrain/meta.toml
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[meta]
author="singlestore"
authors=["singlestore"]
title="Evaluating LLMs with Uptrain"
description="""\
Using Uptrain to evaluate LLMs built with SingleStore as the contextual store. This notebook uses OpenAI embedding models and Langchain as a development framework.
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2 changes: 1 addition & 1 deletion notebooks/getting-started-with-dataframes/meta.toml
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[meta]
author="singlestore"
authors=["singlestore"]
title="Getting Started with DataFrames in SingleStoreDB"
description="""\
Data in SingleStoreDB can be queried and modified using a
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2 changes: 1 addition & 1 deletion notebooks/getting-started-with-fusion-sql/meta.toml
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[meta]
author="singlestore"
authors=["singlestore"]
title="Getting Started with Fusion SQL"
description="""\
Fusion SQL allows you to manage your SingleStoreDB Cloud
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2 changes: 1 addition & 1 deletion notebooks/getting-started-with-mongocdc/meta.toml
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[meta]
author="singlestore"
authors=["singlestore"]
title="Getting Started With CDC Replication from MongoDB"
description="""\
Setup Zero ETL data replication from MongoDB to SingleStore \
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2 changes: 1 addition & 1 deletion notebooks/getting-started-with-notebooks/meta.toml
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[meta]
author="singlestore"
authors=["singlestore"]
title="Getting Started with Notebooks"
description="""\
SingleStore Notebooks with an AI Copilot (SQrL) for data prototyping, \
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[meta]
author="singlestore"
authors=["singlestore"]
title="How to Build LLM Apps that can See Hear Speak"
description="""\
Using OpenAI to build an app that can take images, audio, and text data to generate output
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2 changes: 1 addition & 1 deletion notebooks/hybrid-full-text-vector-search/meta.toml
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[meta]
author="singlestore"
authors=["singlestore"]
title="Hybrid Full-text and Vector Search"
description="Example of similarity search over vector data and a hybrid search that combines full-text search with an indexed vector search."
difficulty="beginner"
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2 changes: 1 addition & 1 deletion notebooks/hybrid-search/meta.toml
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[meta]
author="singlestore"
authors=["singlestore"]
title="Hybrid Search"
description="""\
Hybrid search combines keyword search with semantic search,
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2 changes: 1 addition & 1 deletion notebooks/image-matching-with-sql/meta.toml
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[meta]
author="singlestore"
authors=["singlestore"]
title="Image Matching with SQL"
description="""\
Facial recognition using dot_product function on vectors stored in SingleStoreDB. \
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2 changes: 1 addition & 1 deletion notebooks/ingest-pdfs-with-unstructured/meta.toml
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[meta]
author="singlestore"
authors=["singlestore"]
title="Ask questions of your PDFs with Unstructured"
description="Ask questions of your unstructured PDFs. In this notebook, Unstructured.io ingests pdfs accurately, then Open AI is used to create embeddings, the vector data is stored in SingleStore and finally ask questions of your PDF data"
icon="file-export"
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[meta]
author="singlestore"
authors=["singlestore"]
title="Inserting embeddings from multiple models into SingleStore Using External Functions"
description="""\
Discover the power of SingleStoreDB's external functions to dynamically fetch and store vector embeddings from leading AI models into your database. This demo highlights leveraging SingleStore's robust vector data type and external functions for efficient management and analysis of machine learning embeddings.\
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2 changes: 1 addition & 1 deletion notebooks/insure-gpt-demo/meta.toml
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[meta]
author="singlestore"
authors=["singlestore"]
title="InsureGPT: OpenAI and SingleStore for Insurance"
description="Creating an insurance analysis with OpenAI and vectorizing the results into SingleStore."
difficulty="intermediate"
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2 changes: 1 addition & 1 deletion notebooks/integrating-with-pandas/meta.toml
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[meta]
author="singlestore"
authors=["singlestore"]
title="Integrating pandas with SingleStoreDB"
description="""\
Moving data to and from pandas DataFrames is demonstrated using
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2 changes: 1 addition & 1 deletion notebooks/kebab-case/meta.toml
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[meta]
author="singlestore"
authors=["singlestore"]
title="Automatically warm up your disk after resuming workspace"
description="""\
Runs through the queries to bring data residing in object storage onto disk for a specified database. \
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2 changes: 1 addition & 1 deletion notebooks/launch-open-source-apps-with-langchain/meta.toml
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[meta]
author="singlestore"
authors=["singlestore"]
title="Launch Open-Source Apps with LangChain"
description="""\
LangChain connector to use SingleStoreDB as your vector database for your apps. \
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2 changes: 1 addition & 1 deletion notebooks/load-json-files-s3/meta.toml
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[meta]
author="singlestore"
authors=["singlestore"]
title="Load JSON files with Pipeline from S3"
description="""\
This notebook will help you load JSON files from a public open AWS S3 bucket.
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2 changes: 1 addition & 1 deletion notebooks/load-s3-files-into-shared-tier/meta.toml
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[meta]
author="singlestore"
authors=["singlestore"]
title="Load files from S3 into Shared Tier"
description="""\
This notebook guides you through data ingestion of CSV files from an AWS S3 location into your shared tier workspace. \
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2 changes: 1 addition & 1 deletion notebooks/managing-stage-files-with-fusion-sql/meta.toml
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[meta]
author="singlestore"
authors=["singlestore"]
title="Managing Stage files with Fusion SQL"
description="""\
Learn how to manage your Stage files in SingleStoreDB
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2 changes: 1 addition & 1 deletion notebooks/movie-recommendation/meta.toml
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[meta]
author="singlestore"
authors=["singlestore"]
title="Movie Recommendation"
description="""\
Movie recommendation engine using vectors stored in SingleStore to find your next watch. \
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2 changes: 1 addition & 1 deletion notebooks/network-intrusion-detection-part-1/meta.toml
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[meta]
author="singlestore"
authors=["singlestore"]
title="IT Threat Detection, Part 1"
description="""
Part 1 or Real-time threat Detection - This notebook demonstrates the
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2 changes: 1 addition & 1 deletion notebooks/network-intrusion-detection-part-2/meta.toml
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[meta]
author="singlestore"
authors=["singlestore"]
title="IT Threat Detection, Part 2"
description="""\
Part 2 or Real-time threat Detection - Validate the accuracy of the
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2 changes: 1 addition & 1 deletion notebooks/network-intrusion-detection-part-3/meta.toml
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[meta]
author="singlestore"
authors=["singlestore"]
title="IT Threat Detection, Part 3"
description="""
Part 3 of Real-time threat Detection - Integrate with Kafka, run
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2 changes: 1 addition & 1 deletion notebooks/notebook-basics/meta.toml
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[meta]
author="singlestore"
authors=["singlestore"]
title="SingleStoreDB Notebook Basics"
description="""\
Foundational guide to notebooks with essential tips and tricks. \
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2 changes: 1 addition & 1 deletion notebooks/notebook-style-guide/meta.toml
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[meta]
author="singlestore"
authors=["singlestore"]
title="Notebook Style Guide"
description="Become a pro at formatting and organizing your notebooks."
icon="link"
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2 changes: 1 addition & 1 deletion notebooks/optimize-performance-with-tpch-100/meta.toml
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[meta]
author="singlestore"
authors=["singlestore"]
title="Learn how to Optimize Performance with TPCH 100"
description="""\
This notebook will help you understand how you can take advantage of SingleStoreDB distributed capability using TPCH-100.
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2 changes: 1 addition & 1 deletion notebooks/performance-troubleshooting/meta.toml
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[meta]
author="singlestore"
authors=["singlestore"]
title="Database Performance Troubleshoot Notebook"
description="""\
This notebook will help you perform database performance troubleshoot
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2 changes: 1 addition & 1 deletion notebooks/pipelines-query-tuning/meta.toml
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[meta]
author="singlestore"
authors=["singlestore"]
title="Kafka Pipelines and Query Tuning"
description="""\
Create a SingleStore pipeline to track the International Space Station and adjust queries & schema to optimize performance.
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2 changes: 1 addition & 1 deletion notebooks/rag-with-bedrock/meta.toml
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[meta]
author="singlestore"
authors=["singlestore"]
title="Retrieval Augmented Question & Answering with Amazon Bedrock"
description="""\
Infuse domain-specific knowledge from SingleStoreDB into generative AI models on Amazon Bedrock to showcase Question & Answering using RAG (retrieval-agumented generation) to improve the quality of responses.\
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2 changes: 1 addition & 1 deletion notebooks/real-time-anomaly-detection/meta.toml
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[meta]
author="singlestore"
authors=["singlestore"]
title="Real-Time Anomaly Detection"
description="""\
Real-time anomaly detection in IoT sensor data, harnessing the robust capabilities of SingleStoreDB and advanced analytical techniques. \
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2 changes: 1 addition & 1 deletion notebooks/real-time-recommendation-engine/meta.toml
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[meta]
author="singlestore"
authors=["singlestore"]
title="Real Time Recommendation Engine"
description="""\
We demonstrate how to build and host a real-time recommendation engine for free with SingleStore. The notebook also leverages our new SingleStore Job Service to ensure that the latest data is ingested and used in providing recommendations.\
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[meta]
author="singlestore"
authors=["singlestore"]
title="Representing Unstructured Data as Vectors"
description="Transforming unstructured data into vectors and representing them in a 3-dimensional space to find the distance between them using various techniques"
difficulty="intermediate"
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2 changes: 1 addition & 1 deletion notebooks/restore-database-from-s3/meta.toml
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[meta]
author="singlestore"
authors=["singlestore"]
title = "Restore Database from AWS S3"
description = """\
This notebook will help you perform database restore from AWS S3.
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2 changes: 1 addition & 1 deletion notebooks/resume-evaluator-ANN-index-search/meta.toml
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[meta]
author="singlestore"
authors=["singlestore"]
title="Resume Evaluator with Vector Index"
description="""\
Resume Evaluator using vectors stored in SingleStore to find sutiable resume for your job description, with Indexed ANN search.\
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2 changes: 1 addition & 1 deletion notebooks/resume-evaluator/meta.toml
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[meta]
author="singlestore"
authors=["singlestore"]
title="Resume Evaluator"
description="""\
Resume Evaluator using vectors stored in SingleStore to find sutiable resume for your job description. \
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2 changes: 1 addition & 1 deletion notebooks/searching-all-of-wikipedia/meta.toml
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[meta]
author="singlestore"
authors=["singlestore"]
title = "Searching all of Wikipedia"
description = """\
Simulate searching through 10 million paragraphs in Wikipedia for information about video games, and generate answers using RAG! \
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2 changes: 1 addition & 1 deletion notebooks/semantic-search-with-hugging-face/meta.toml
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[meta]
author="singlestore"
authors=["singlestore"]
title="Semantic Search with Hugging Face Models and Datasets"
description="""\
Use Hugging Face to create embeddings and run semantic search \
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[meta]
author="singlestore"
authors=["singlestore"]
title="Semantic Search with OpenAI Embedding Creation"
description="""\
Generate embeddings and run semantic search in your database in SQL. \
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2 changes: 1 addition & 1 deletion notebooks/semantic-search-with-openai-qa/meta.toml
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[meta]
author="singlestore"
authors=["singlestore"]
title="Semantic Search with OpenAI QA"
description="""\
Provide context to chatGPT using data stored in SingleStoreDB. \
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[meta]
author="singlestore"
authors=["singlestore"]
title="Semantic Visualization and Vector Datatype"
description="""\
SingleStoreDB leverages vector database processing to enable storage and search of vector data, allowing for semantic similarity-based searches to find content based on meaning rather than exact matches, such as locating related words like "happy" and "joyful." \
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2 changes: 1 addition & 1 deletion notebooks/similarity-search-on-vector-data/meta.toml
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[meta]
author="singlestore"
authors=["singlestore"]
title="Similarity Search on Vector Data"
description="Example of similarity searches over vector data."
difficulty="beginner"
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[meta]
author="singlestore"
authors=["singlestore"]
title="SingleStore April Challenge: Haiku ASCII"
description="""\
SingleStore is hosting a challenge inviting participants to craft a unique Haiku or create captivating ASCII art using SingleStore Notebooks. The most creative masterpiece wins a set of Meta RayBan Smart sunglasses and a $500 AWS gift card!" \
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2 changes: 1 addition & 1 deletion notebooks/unified-data-analysis-sql-nosql-kai/meta.toml
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[meta]
author="singlestore"
authors=["singlestore"]
title="Unified Data Analysis: SQL & NoSQL on a Single Database with Kai"
description="""\
Perform both SQL and NoSQL queries on multi-modal relational and JSON data \
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2 changes: 1 addition & 1 deletion notebooks/vector-database-basics/meta.toml
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[meta]
author="singlestore"
authors=["singlestore"]
title="A Deep Dive Into Vector Databases"
description="Using SingleStoreDB as a vector database and vector database use cases."
difficulty="intermediate"
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2 changes: 1 addition & 1 deletion notebooks/vector-search-with-kai/meta.toml
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[meta]
author="singlestore"
authors=["singlestore"]
title = "Vector Search with Kai"
description = """
Run Vector Search using MongoDB clients and power GenAI usecases for your MongoDB applications """
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2 changes: 1 addition & 1 deletion notebooks/working-with-vector-data/meta.toml
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[meta]
author="singlestore"
authors=["singlestore"]
title="Working with Vector Data"
description="""\
This example demonstrates the various ways to upload and download
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