Your virtual
NLP engineer
You’ve heard all about vibe coding – now say hello to vibe NLP. With Ellf, your team can take back control and build custom and fully private AI solutions in-house.
✳︎Claude Code
› We need to extract products and pricing from press releases. We started with an LLM API but it's slow and expensive, and our data needs to stay private. How can we train our own model?⏺︎Let me analyze your requirements and put together a project plan for you.
Project planning
Break your business problem down into actionable steps.
Distillation
Use LLMs to create better, smaller, faster and fully private task-specific components.
Model training and analysis
Train and fine-tune task-specific models, analyze the logs and diagnose problems.
Data preparation and exploration
Convert raw data, cluster information and iterate on label schemes for your task.
Data development
Collaborate on annotation and automate data labeling with agents
Annotation guidelines
Write comprehensive labelling manuals to scale up the data creation process.
Pattern generation
Determine what to extract with rule-based logic and create patterns interactively.
QA and evaluation
Test your system with real-world and synthetic data.
Coding assistance
Build custom solutions with spaCy, Prodigy and the powerful Python ecosystem.
› How can I best solve this?⏺︎Let me analyze your requirements and put together a project plan for you.
Use your favorite tools
Ellf integrates seamlessly with your coding assistant of choice and makes it proficient at solving NLP problems.
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Data-private cluster
Run annotation, training and more, powered by a data-private cluster you run locally or in your own cloud and 100% under your control.
✳︎Claude Code
› /ellf-support Is this a good approach?⏺︎I've emailed your conversation logs to support@ellf.ai.Get human support
If you ever feel stuck or need a second opinion, send us your logs and have them reviewed by one of our NLP experts – straight from your coding assistant.