About
What is RAG-Retrieval?
RAG-Retrieval is a specialized AI tool designed for the efficient fine-tuning of Retrieval Augmented Generation (RAG) retrieval models. It provides comprehensive support for the entire lifecycle of RAG retrieval models, encompassing training, inference, and distillation processes. The tool is versatile, accommodating a range of model types such as embedding models, ColBERT models, and re-ranker models. A key feature is its ability to facilitate the fine-tuning of any open-source RAG retrieval models, offering flexibility and extensibility for developers working with various RAG architectures. This makes it a valuable asset for those looking to optimize and customize their RAG systems for specific applications and datasets.
Best used for
Ideal for developers who need to fine-tune and optimize RAG retrieval models, train custom embedding or re-ranker models, and distill existing RAG architectures. Especially valuable for enhancing the performance and specificity of RAG systems for various applications.
Common actions
automated workflowlow-code/no-codedeepfakeopen-sourcecollaboration"AI Agents"github copilotface swappingworkflows
Capabilities
Key features
- Fine-tune RAG retrieval models
- Train RAG models
- Inference RAG models
- Distill RAG models
- Supports embedding models
- Supports ColBERT models
- Supports re-ranker models
Integrations
Not yet documentedPricing & Plans
Freemium · Paid · Enterprise
FAQs
What types of RAG models can RAG-Retrieval fine-tune?
RAG-Retrieval supports the fine-tuning of various RAG retrieval models, including embedding models, ColBERT models, and re-ranker models. It is designed to be compatible with any open-source RAG retrieval models.
Does RAG-Retrieval offer a free plan for individuals?
Yes, RAG-Retrieval offers a 'Free' plan that includes unlimited public/private repositories, Dependabot updates, 2,000 CI/CD minutes/month, and 500MB of Packages storage, suitable for individuals and organizations.
What are the pricing tiers for RAG-Retrieval?
RAG-Retrieval offers 'Free' for individuals, 'Team' starting at $4 USD per user/month for advanced collaboration, and 'Enterprise' starting at $21 USD per user/month for security, compliance, and flexible deployment.
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