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Description
Leverage cutting-edge NLP advancements by utilizing Haystack's pipeline architecture on your own datasets. You can create robust solutions for semantic search, question answering, summarization, and document ranking, catering to a diverse array of NLP needs. Assess various components and refine models for optimal performance. Interact with your data in natural language, receiving detailed answers from your documents through advanced QA models integrated within Haystack pipelines. Conduct semantic searches that prioritize meaning over mere keyword matching, enabling a more intuitive retrieval of information. Explore and evaluate the latest pre-trained transformer models, including OpenAI's GPT-3, BERT, RoBERTa, and DPR, among others. Develop semantic search and question-answering systems that are capable of scaling to accommodate millions of documents effortlessly. The framework provides essential components for the entire product development lifecycle, such as file conversion tools, indexing capabilities, model training resources, annotation tools, domain adaptation features, and a REST API for seamless integration. This comprehensive approach ensures that you can meet various user demands and enhance the overall efficiency of your NLP applications.
Description
Linkly AI is an innovative knowledge engine designed with an AI agent-first approach that transforms your existing computer files into a dynamic, searchable context layer for AI assistants. This tool efficiently analyzes and catalogs a variety of materials, including notes, educational resources, bookmarks, knowledge repositories, audio recordings, meeting videos, images, e-books, and more, enabling agents to search through, compare, and access this information without requiring users to manually create a knowledge base. It supports a wide range of formats such as PDF, Markdown, JPG, PNG, MOV, MP4, PPTX, TXT, WAV, DOCX, HTML, MP3, and EPUB, ensuring versatility in handling different types of content. Each document is equipped with a structured index that gradually reveals pertinent sections, allowing agents to navigate extensive files with intention rather than indiscriminately opening everything. The system incorporates cross-language semantic search capabilities utilizing a local multilingual model, enabling effective searches across numerous languages, with results delivered in under half a second. Additionally, data remains on your device by default, and any third-party tools or models access only the essential snippets required, safeguarding the integrity of your original files. By streamlining the way information is processed and accessed, Linkly AI significantly enhances productivity and knowledge retrieval.
API Access
Has API
API Access
Has API
Integrations
BERT
ChatGPT
Cherry Studio
Claude Cowork
DPR
Faiss
GPT-3
Hugging Face
LM Studio
Markdown
Integrations
BERT
ChatGPT
Cherry Studio
Claude Cowork
DPR
Faiss
GPT-3
Hugging Face
LM Studio
Markdown
Pricing Details
No price information available.
Free Trial
Free Version
Pricing Details
$29 per year
Free Trial
Free Version
Deployment
Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook
Deployment
Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook
Customer Support
Business Hours
Live Rep (24/7)
Online Support
Customer Support
Business Hours
Live Rep (24/7)
Online Support
Types of Training
Training Docs
Webinars
Live Training (Online)
In Person
Types of Training
Training Docs
Webinars
Live Training (Online)
In Person
Vendor Details
Company Name
deepset
Founded
2018
Country
Germany
Website
haystack.deepset.ai/
Vendor Details
Company Name
Linkly AI
Founded
2025
Country
United States
Website
linkly.ai/
Product Features
Natural Language Processing
Co-Reference Resolution
In-Database Text Analytics
Named Entity Recognition
Natural Language Generation (NLG)
Open Source Integrations
Parsing
Part-of-Speech Tagging
Sentence Segmentation
Stemming/Lemmatization
Tokenization