deepset

Founded in 2018. Privately Held.

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Applied data analytics via large language models.

Blog posts published by month since the start of

88 total blog posts published.

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Blog content

post title author published words HN
The Definitive Guide to BERT Models Tuana Çelik Jan. 16, 2023 1873 -
Labeling Data with the Haystack Annotation Tool Isabelle Nguyen Sep. 23, 2021 1636 -
Evaluating RAG Part II: How to Evaluate a Large Language Model (LLM) Isabelle Nguyen Nov. 24, 2023 1715 -
Understanding Semantic Search Isabelle Nguyen Nov. 11, 2021 1620 -
Haystack v1.0 Official Release Branden Chan Dec. 08, 2021 1173 -
Data-centric AI: Building Stronger Models through Better Data Tuana Çelik Nov. 02, 2022 1553 -
Picking the Right Haystack Reader Model Isabelle Nguyen Jul. 27, 2021 1619 -
Enabling German Neural Search: Announcing GermanQuAD and GermanDPR Branden Chan May. 03, 2021 1041 -
Build a Search Engine with GPT-3 Isabelle Nguyen Jan. 31, 2023 3253 -
Six things I learned at SIGIR22 Thomas Stadelmann Aug. 11, 2022 2169 -
More than Metrics: How to Test an NLP System Isabelle Nguyen Dec. 20, 2022 1788 -
NLP Resources Beyond English Isabelle Nguyen Feb. 23, 2022 2059 -
Document Search: The Art of Finding Isabelle Nguyen Aug. 02, 2023 1276 23
Get Your AI Drive On Isabelle Nguyen Nov. 17, 2023 596 -
What Is a SOC 2 Certification and Why Does It Matter? Frances Fedoriska Oct. 06, 2023 664 -
Talk to Your Docs, RAG Style Isabelle Nguyen Dec. 06, 2023 1199 -
Let the Experts Speak: Advanced Neural Search with Sooth.ai Andrey A. Nov. 03, 2021 1147 -
Always Retrieval Augment Your Large Language Models Isabelle Nguyen Jul. 07, 2023 995 -
Detecting Hallucinations in deepset Cloud Isabelle Nguyen Aug. 16, 2023 1401 -
Crafting an AI-Based Recommendation System for Lawyers Andrey A. May. 19, 2023 499 -
Generate Questions Automatically for Faster Annotation Workflows Andrey A. Nov. 25, 2021 1738 -
Evaluating RAG Part I: How to Evaluate Document Retrieval Isabelle Nguyen Nov. 01, 2023 1344 -
What Can Large Language Models (LLMs) Be Used For? Isabelle Nguyen Oct. 18, 2023 1529 -
When and How to Train Your Own Language Model Isabelle Nguyen Aug. 03, 2022 1898 -
Enabling AI Regulation Compliance for Enterprises Frances Fedoriska Nov. 03, 2023 969 -
Announcing deepset Cloud Andrey A. Apr. 28, 2022 1609 -
Why Does a Trained Question Answering Model Need Data? Tuana Çelik May. 18, 2022 1659 -
The Implementation Cycle in Applied Natural Language Processing (NLP) Isabelle Nguyen Feb. 08, 2023 1615 -
deepset Cloud: An LLM Platform for AI Teams Isabelle Nguyen Oct. 23, 2023 1133 -
5 Artificial Intelligence Trends Emerging in Publishing Frances Fedoriska Oct. 26, 2023 883 -
Fine-tuning Large Language Models Isabelle Nguyen Sep. 29, 2023 1275 -
Ray Summit: Sharing Our Experiences with the Community Tobias Wochinger Sep. 26, 2022 957 -
Semantic FAQ Search with Haystack Isabelle Nguyen Sep. 01, 2021 1293 -
Build Smart Conversational Agents with the Latest Chatbot and Question Answering Technology Branden Chan Oct. 19, 2021 1698 -
Haystack: The State of Search in 2021 Branden Chan Mar. 09, 2021 1282 -
Beyond ‘Vanilla’ Question Answering Isabelle Nguyen Sep. 17, 2021 1685 -
Configuring Haystack Pipelines with YAML Andrey A. Sep. 10, 2021 1240 -
How to Build a Semantic Search Engine in Python Tuana Çelik Nov. 23, 2022 2301 -
Being Open — Our Interview Process Anna Gründler May. 10, 2022 1565 -
Supercharging Elasticsearch with Haystack's Question Answering Branden Chan Jun. 03, 2021 2607 -
Building a REST API for Question Answering With Haystack Andrey A. Aug. 17, 2021 2125 -
Best Practices in Deploying NLP Models Andrey A. Mar. 17, 2023 1688 -
Remote Work at deepset Anna Gründler Oct. 05, 2021 1058 -
Save Time and Resources with the Query Classifier for Neural Search Isabelle Nguyen Aug. 26, 2021 1860 -
Parameter-Tweaking: Get Faster Answers from Your Haystack Pipeline Branden Chan Jun. 28, 2021 1552 -
Migrating the Haystack Community to Discord Tuana Çelik Aug. 15, 2022 690 -
New Features in Haystack v1.0 Branden Chan Dec. 07, 2021 1029 -
Indexing Documents for Large Scale Question Answering Systems Andrey A. Oct. 07, 2021 2409 -
Announcing Our New Funding Round Led by Balderton Capital Isabelle Nguyen Aug. 09, 2023 765 -
Haystack Node for Information Extraction: A Guide Isabelle Nguyen Mar. 15, 2022 2293 -
Knowledge Distillation with Haystack Isabelle Nguyen Apr. 14, 2022 1559 -
Metrics to Evaluate a Question Answering System Isabelle Nguyen Sep. 30, 2021 1256 -
Semantic Answer Similarity: The Smarter Metric to Score Question Answering Predictions Isabelle Nguyen Oct. 28, 2021 1674 -
Improving On-site Search for Government Agencies: Etalab Case Study Isabelle Nguyen Dec. 14, 2021 1542 -
Question Answering on Structured Data Isabelle Nguyen Feb. 08, 2022 1720 -
What Is Text Vectorization? Everything You Need to Know Isabelle Nguyen Dec. 03, 2021 1624 -
Metadata Filtering in Haystack Isabelle Nguyen Aug. 03, 2021 2002 -
Troubleshooting Haystack Pipelines Andrey A. Aug. 10, 2021 1421 -
10 Things We Learned at NAACL’21 Julian Risch Jun. 14, 2021 1417 -
Our Highlights and Best Papers of EMNLP 2021 Conference Julian Risch Nov. 19, 2021 1279 -
Accelerate Your Haystack Question Answering System with GPUs Andrey A. Jul. 16, 2021 1845 -
What Semantic Search Can Do for You Andrey A. Mar. 05, 2021 1778 -
Automating Information Extraction with Question Answering Andrey A. Jan. 19, 2022 1960 -
Semantic Search with Milvus, Knowledge Graph QA, Web Crawlers and more! Branden Chan Apr. 13, 2021 1199 -
New Home for Haystack Tuana Çelik Oct. 26, 2022 382 -
What Is a Language Model? Tuana Çelik Jul. 20, 2022 1565 -
The Beginner’s Guide to Text Embeddings Tuana Çelik Oct. 19, 2022 1866 -
How to Evaluate a Question Answering System Andrey A. Jul. 08, 2022 2503 2
Fact-Checking RAG Answers with the Groundedness Score Isabelle Nguyen Jan. 09, 2024 1306 -
DeepLearning.AI x Haystack by deepset: The Short Course Is Out! Isabelle Nguyen Aug. 21, 2024 682 -
GraphRAG: Using the Power of Knowledge Graphs to Improve Retrieval and Generation the deepset team Jul. 18, 2024 1080 -
Intelligent Document Processing with LLMs Isabelle Nguyen Mar. 28, 2024 1191 -
Introducing deepset Studio the deepset team Aug. 12, 2024 608 -
Compound AI: Thinking in Systems, Not Models Isabelle Nguyen Jul. 08, 2024 1115 -
Building Product-Focused AI Teams Isabelle Nguyen Aug. 07, 2024 1036 -
Evaluating LLM Answers with the Groundedness Score Isabelle Nguyen Jan. 09, 2024 1361 -
Enhancing Intelligent Document Processing with LLMs in deepset Cloud Isabelle Nguyen Apr. 24, 2024 811 -
Fast-Track AI Innovation with deepset Cloud Andrey A. Feb. 05, 2024 501 -
Long-Context LLMs and RAG the deepset team Aug. 20, 2024 878 -
Analyze Earnings Calls with AI Mathis Lucka Feb. 01, 2024 695 -
Build Powerful AI Applications with Haystack by deepset & NVIDIA NIM Milos Rusic Jun. 02, 2024 303 -
Celebrating Our Recognition in the 2024 Sifted B2B SaaS Rising 100 Milos Rusic Jun. 25, 2024 383 -
What Is an AI Engineer? Andrey A. Sep. 12, 2024 731 -
Customizing Retrieval Augmented Generation (RAG) Systems Isabelle Nguyen Sep. 19, 2024 1804 -
The Role of Preprocessing in RAG Isabelle Nguyen Sep. 25, 2024 1421 -
deepset x appliedAI: Partnership Announcement the deepset team Oct. 07, 2024 383 -
Leveraging Metadata in RAG Customization Bijay Gurung Oct. 16, 2024 1378 -
deepset Recognized in 2024 Gartner® Cool Vendors in AI Engineering the deepset team Nov. 14, 2024 863 -

By Matt Makai. 2021-2024.