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Open-source RAG framework optimized for large-scale and real-time data. Use Neum AI to bring up-to-date context into your AI applications.

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Powerful tools to configure your RAG pipelines in seconds

🔓 Open-source SDKs to compose data flows

RAG-first framework to build performant, scalable and reliable data pipelines. Focused on key data transformations like loading, chunking and embedding.

🧱 Built-in connectors to common services

Choose from connectors for data sources, embedding models and vector databases. Add your own connectors using our open-source framework.

🚀 Test and deploy your pipelines

Run your data pipelines locally using open-source SDKs and directly deploy those same pipelines to the Neum AI cloud.

Production-ready cloud platform

Scale

Distributed architecture optimized for embedding generation and ingestion for billions of data points.

Sync

Keep your vectors in sync with built-in pipeline scheduling and real-time syncing.

Observability

Monitor your data to ensure it is correctly being synced into your vector database.

Smart Retrieval

Built-in retrieval informed by the organization of your data and the metadata associated to it.

Self-improving

Improve context quality by providing feedback on retrieval quality.

Governance

Observe actions like searches and data movements.

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Retrieval evaluation with datasets

Configuring RAG pipelines requires iteration across different parameters ranging from pre-processing loaders and chunkers, to the actual embedding model being used. To assist in testing different configurations, Neum AI provides several tools to test, evaluate and compare pipelines.
David de Matheu
December 6, 2023
•
10
min read
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Real-time data embedding and indexing for RAG with Neum and Supabase

Real-time synchronization of embeddings into vector databases is now trivial! Learn how to create a real-time Retrieval Augmented Generation pipeline with Neum and Supabase.
Kevin Cohen
November 25, 2023
•
8
min read
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Building scalable RAG pipelines with Neum AI framework  -  Part 1

Following the release of Neum AI framework, an open-source project to build large scale RAG pipelines, we explore how to get started building with the framework in a multi-part series.
David de Matheu
November 22, 2023
•
15
min read
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FAQs

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What is AI Copywriting
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Is AI Copywriting free
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Who owns the generated copy
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Which Language is supported
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Who can use AI Copywriting
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Pricing plan

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Starter
Integrate data into your projects
Free
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Open-source connectors and tools
Deploy pipelines to cloud
Limited scale
Discord access
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$500/mo
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Unlimited scale on common cloud
Access to pipeline scheduling and real-time syncing
First access to new features
Priority support through Discord
Enterprise plan
Scale your data pipelines
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Dedicated support on Discord, Slack, Email and WhatsApp
Dedicated infrastructure
Custom connectors
Basic plan
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$180/yr
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Copywriting Assistance
Customization Options
Business plan
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$280/yr
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Copywriting Assistance
Word Limit
Customization Options
Turnaround Time
Language Support
Enterprise plan
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$480/yr
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Customization Options
Turnaround Time
Word Limit
Copywriting Assistance
Language Support

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