Apache Solr Neural Highlighting Plugin
Boost your Apache Solr search experience with a configurable highlighter plugin.
A solid foundation to fast-track your search interface. Highlight responses directly and tailor it to fit your system.
// apache solr Neural Highlighting Plugin overview
‘Highlighting’ is the ability of a search engine to make it easier to find the information you’re looking for on a document by highlighting relevant sections directly on the search result page.
Powered by cutting-edge large language models for question-answering, our Neural Highlighting plugin empowers your search engine to identify the most relevant paragraphs for a query, right within the search results.
Say goodbye to exact match requirements – our plugin intelligently extracts relevant answers from the provided context, ensuring your users get the information they need, effortlessly.
Gone are the days of sifting through entire documents or clicking multiple documents for answers. By saving your users valuable time, they’ll quickly find the right information, boosting satisfaction and engagement.
Compatible With: Apache Solr 9.x
Included in the package:
Apache Solr plugin binaries
Pdf Documentation
Please note: the plugin is provided “as is”. It’s designed to be customized and extended by your development team.
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3 Reasons why
you should buy the Apache Solr Neural Highlighting Plugin
1. A Proven Starting Point for Your Custom Solution
The plugin provides a reliable and robust foundation to build upon. Ideal for development teams looking to implement advanced highlighting without starting from scratch.
Solid core functionality: highlight responses at the results page level.
Easy to extend: adapt the plugin to your unique requirements.
⚠️ Please note: the plugin is provided “as is”, without future updates. It’s designed to be customized and extended by your development team.
2. CUSTOMIZABLE CONFIGURATION
Discover the freedom to create your perfect solution! With our product, you’ll have the flexibility to fully customize the configuration, tailoring it precisely to suit your individual preferences and needs. No more settling for one-size-fits-all solutions – now you can enjoy a personalized experience that aligns seamlessly with your requirements.
MODEL
You can either choose from a predefined model integrated within our plugin, or use your own custom model (located in a specified path), thus having the freedom to tailor the plugin to your specific needs.
Models actually supported:
- models based on the BERT architecture are supported (BERT, DistilBERT, RoBERTa, etc.)
Machine learning/deep learning frameworks accepted:
- TensorFlow (TF) 1.0: "./model.ckpt.index"
- TensorFlow (TF) 2.0: "./tf_model.h5"
- Flax: "./flax_model.msgpack"
- sharded safetensors: "./model.safetensors.index.json"
- PyTorch: "./pytorch_model.bin"
- sharded PyTorch: "./pytorch_model.bin.index.json"
FIELDS
The plugin allows you to specify one or more fields in the document, enabling you to extract multiple snippets and highlight answers from multiple places at the same time. This feature empowers you to showcase relevant information from diverse sources within the search results, enhancing the accuracy and comprehensiveness of the highlighted answers.
3. ENHANCED USER EXPERIENCE
Abandoning the limits of exact matches and lexical search, it generates remarkably accurate snippets that take your user experience to a whole new level. Say goodbye to endless searching and sifting through irrelevant data. Our plugin empowers you to swiftly highlight the most relevant information, providing instant access to the answers you seek.
The result? A user experience that surpasses all expectations, making information retrieval faster, smoother, and more satisfying than ever before.
Get ready to transform your search game and captivate your users with the unparalleled power of our cutting-edge Neural Highlighting Plugin!
FAQ
Can the plugin be customized to fit my specific needs?
Yes! The plugin is designed to serve as a flexible foundation, making it easy for your development team to customize and extend to fit your exact requirements.
Is the plugin compatible with different versions of Solr?
The core functionality is designed to integrate smoothly with most Solr environments. Your development team can further adapt it to ensure full compatibility with your specific Solr version and architecture. If you need any further help, a personalization service is available upon request.
Can the plugin be integrated into enterprise environments?
Yes, the plugin is well-suited for enterprise use. Its adaptable architecture allows seamless integration into complex, large-scale environments where control and customization are key.
What are the main benefits of using this plugin?
By using this plugin, you gain a significant head start in implementing advanced highlighting features in your search experience. It reduces initial development time and provides a reliable base to build upon, giving you full control over customizations.
Will I be limited by predefined features?
Not at all. The plugin gives you the freedom to expand its features and behavior, ensuring it aligns perfectly with your evolving project requirements.
Is support available?
While official support is not provided, documentation and installation guidelines are included to help you get started.
If you need further assistance, you can always get in touch with our team for a customization service.
How quickly can I get started with the plugin?
The plugin is ready to deploy immediately. With clear documentation and a straightforward integration process, your team can quickly adapt it to your environment and start enhancing your search results.