Haystack

Haystack

deepset
+
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About

Apply the latest NLP technology to your own data with the use of Haystack's pipeline architecture. Implement production-ready semantic search, question answering, summarization and document ranking for a wide range of NLP applications. Evaluate components and fine-tune models. Ask questions in natural language and find granular answers in your documents using the latest QA models with the help of Haystack pipelines. Perform semantic search and retrieve ranked documents according to meaning, not just keywords! Make use of and compare the latest pre-trained transformer-based languages models like OpenAI’s GPT-3, BERT, RoBERTa, DPR, and more. Build semantic search and question-answering applications that can scale to millions of documents. Building blocks for the entire product development cycle such as file converters, indexing functions, models, labeling tools, domain adaptation modules, and REST API.

About

Linkly AI is an AI agent-first knowledge engine that turns the files already on your computer into a live, searchable context layer for AI assistants. It automatically parses and indexes notes, study materials, bookmarks, knowledge bases, recordings, meeting videos, images, e-books, and other local files so agents can search, compare, read, and dig through them without requiring users to curate a knowledge base by hand. Supported formats include PDF, Markdown, JPG, PNG, MOV, MP4, PPTX, TXT, WAV, DOCX, HTML, MP3, and EPUB. Each document receives an outline index that progressively exposes relevant sections, helping agents read large files with purpose instead of blindly loading everything. Cross-language semantic search uses a local multilingual model to search across hundreds of languages, while queries can return in under half a second. Data stays local by default, and third-party tools or models receive only the snippets they need rather than access to the original files.

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Audience

Businesses and developers wanting a solution to evaluate components and fine-tune models to improve their applications

Audience

Students, researchers, legal teams, creators, and knowledge workers seeking to turn local files into fast, private, searchable context for AI agents

Support

Phone Support
24/7 Live Support
Online

Support

Phone Support
24/7 Live Support
Online

API

Offers API

API

Offers API

Screenshots and Videos

Screenshots and Videos

Pricing

No information available.
Free Version
Free Trial

Pricing

$29 per year
Free Version
Free Trial

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

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Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Training

Documentation
Webinars
Live Online
In Person

Training

Documentation
Webinars
Live Online
In Person

Company Information

deepset
Founded: 2018
Germany
haystack.deepset.ai/

Company Information

Linkly AI
Founded: 2025
United States
linkly.ai/

Alternatives

Alternatives

No Alternatives
BERT

BERT

Google

Categories

Categories

Integrations

ChatGPT
Claude
Cursor
DPR
Faiss
GitHub Copilot
Hugging Face
LM Studio
Markdown
Model Context Protocol (MCP)
OpenAI
OpenAI Codex
OpenSearch
Pinecone
QoderWork
QwenPaw
Raycast
RoBERTa
SQL
Windsurf Browser

Integrations

ChatGPT
Claude
Cursor
DPR
Faiss
GitHub Copilot
Hugging Face
LM Studio
Markdown
Model Context Protocol (MCP)
OpenAI
OpenAI Codex
OpenSearch
Pinecone
QoderWork
QwenPaw
Raycast
RoBERTa
SQL
Windsurf Browser
Claim Haystack and update features and information
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