AutoIntent
AutoIntent has an llms.txt. Do you?
Dive into AutoIntent, the go-to open-source tool that streamlines text classification with a special focus on intent prediction. This llms.txt showcases a wealth of resources, guiding you through quickstarts, advanced usage, and customization options. Get ready to elevate your text processing game!
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AutoIntent's llms.txt Insights
Short and sweet
1 section. Minimalist, but hey — at least they showed up.
Double trouble
Runs both llms.txt and llms-full.txt. Someone takes this seriously.
What's inside AutoIntent's llms.txt
AutoIntent's llms.txt contains 2 sections:
- AutoIntent
- Docs
How does AutoIntent's llms.txt compare?
| AutoIntent | Directory Avg | Top Performer | |
|---|---|---|---|
| Lines | 31 | 1029 | 163,447 |
| Sections | 1 | 17 | 3207 |
Cool table. Now the real question — where do you land? Find out →
AutoIntent's llms.txt preview
First 31 of 31 lines
# AutoIntent
> AutoIntent is an open source tool for automatic configuration of text classification pipelines, with specialized support for intent prediction.
## Docs
- [AutoIntent documentation](/index.html)
- [Quickstart](/quickstart.html)
- [Key Concepts](/concepts.html)
- [User Guides](/user_guides.html)
- [Basic Usage](/user_guides/index_basic_usage.html)
- [Data](/user_guides/user_guides.basic_usage.01_data.html)
- [Advanced Usage](/user_guides/index_advanced_usage.html)
- [Data](/user_guides/user_guides.advanced.01_data.html)
- [Embedder Configuration](/user_guides/user_guides.advanced.02_embedder_configuration.html)
- [AutoML Customization](/user_guides/user_guides.advanced.03_automl.html)
- [Run reporting](/user_guides/user_guides.advanced.04_reporting.html)
- [Logging to stdout and file](/user_guides/user_guides.advanced.05_logging.html)
- [Modules](/user_guides/user_guides.basic_usage.02_modules.html)
- [AutoML Pipeline Configuration](/user_guides/user_guides.basic_usage.03_automl.html)
- [Inference Pipeline](/user_guides/user_guides.basic_usage.04_inference.html)
- [Data augmentation tutorials](/augmentation_tutorials/index.html)
- [Balancing Datasets with DatasetBalancer](/augmentation_tutorials/balancer.html)
- [DSPY Augmentation](/augmentation_tutorials/dspy_augmentation.html)
- [Intent Description Generation](/augmentation_tutorials/intent_description.html)
- [Learn](/learn/index.html)
- [AutoML and Hyperparameter Optimization](/learn/automl_theory.html)
- [Dialogue Systems Theory and Practice](/learn/dialogue_systems.html)
- [Optimization](/learn/optimization.html)
- [Text Embeddings and Representation Learning](/learn/text_embeddings.html)
What is llms.txt?
llms.txt is an open standard that helps AI language models understand your website. By placing a structured markdown file at /llms.txt, websites provide AI search engines like ChatGPT, Claude, and Perplexity with a clear map of their content, services, and documentation. Companies like AutoIntent use it to ensure AI accurately represents their brand when answering user queries. Read the spec.
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