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#Art & Design #Adobe #ChatGPT #GitHub

#Neural Search

Showing: 18 courses
Yannic Kilcher

Author Interview - Transformer Memory as a Differentiable Search Index

0 rewiews
Explore a novel approach to information retrieval using a single Transformer model that encodes corpus information in its parameters, enabling direct query-to-document mapping without external indices.
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16 Lesons
43 minutes
On-Demand
Free-Video
Linux Foundation

Neural Search Improvements with Apache Solr 9.1 - Approximate Nearest Neighbor and Pre-Filtering

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Explore neural search in Apache Solr 9.1, including HNSW graph improvements, pre-filtering capabilities, and Deep Learning integrations for enhanced search relevance and efficiency.
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1 Lesons
39 minutes
On-Demand
Free-Video
The ASF

Hybrid Search with Apache Solr

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Explore hybrid search in Apache Solr, combining lexical and neural approaches. Learn techniques, pros/cons, and future developments for enhanced search capabilities.
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1 Lesons
28 minutes
On-Demand
Free-Video
Toronto Machine Learning Series (TMLS)

Recent Developments in Neural Search

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Explore cutting-edge neural methods for semantic search, improving text search quality with pre-trained transformer networks and advanced deployment techniques.
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1 Lesons
47 minutes
On-Demand
Free-Video
Linux Foundation

How Jina Saves Time Building Cloud-Native Neural Search Systems

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Explore cloud-native neural search systems with Jina AI. Learn about scalability challenges, Jina's universal solution, and its developer-friendly features for efficient implementation.
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10 Lesons
47 minutes
On-Demand
Free-Video
Rust

Qdrant - A Vector Search Engine in Rust

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Explore vector search engines, their capabilities, and implementation in Rust. Gain insights into neural search, similarity models, and concurrent programming techniques.
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28 Lesons
45 minutes
On-Demand
Free-Video
Discover AI

From Documents to Vectors: Understanding ChatGPT's Technical Architecture with OpenAI Plugins

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Dive into the technical architecture of ChatGPT plugins, exploring vector databases, API endpoints, and real-time data retrieval methods for enhanced AI capabilities.
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10 Lesons
20 minutes
On-Demand
Free-Video
Aleksa Gordić - The AI Epiphany

Neural Search with Jina AI - Open-Source ML Tool Explained

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Explore Jina AI, an open-source neural search engine. Learn core concepts, set up an MNIST fashion example, and understand indexing, encoding, and evaluation processes for efficient machine learning workflows.
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14 Lesons
32 minutes
On-Demand
Free-Video
Yannic Kilcher

Transformer Memory as a Differentiable Search Index - Machine Learning Research Paper Explained

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Explore a novel approach to information retrieval using a single Transformer model that encodes corpus information in its parameters, enabling direct query-to-document mapping without external indices.
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11 Lesons
52 minutes
On-Demand
Free-Video
Elvis Saravia

Ways to Solve Neural Search With Jina

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Explore neural search techniques, from basics to advanced applications, using Jina for text, audio, and video. Learn to build efficient, scalable search engines with practical insights.
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21 Lesons
1 hour 19 minutes
On-Demand
Free-Video

Wikipedia Vector Search Demo with Weaviate

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Explore semantic search through Wikipedia using Weaviate, featuring demos of vector search, question answering, and applications in various domains like protein folding and natural language processing.
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13 Lesons
24 minutes
On-Demand
Free-Video
Linux Foundation

Accessible Neural Search and Cloud-Nativeness for ML Engineers

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Explore neural search for cross-modal data, learn Jina's architecture for building cloud-native AI applications, and understand essential technologies for production-ready systems.
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1 Lesons
36 minutes
On-Demand
Free-Video
Discover AI

Beyond AI Vector Database - Neural Search Implementation with GPT-4 and ChatGPT

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Discover how to build a cost-effective neural search system using tokenizers, embedders, and similarity calculations as an alternative to Azure Cognitive Search for domain-specific AI applications.
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1 Lesons
17 minutes
On-Demand
Free-Video
Open Compute Project

Vector Storage for Large Scale Multimodal RAG

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Explore advanced vector storage techniques for implementing large-scale multimodal retrieval-augmented generation systems and their practical applications.
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1 Lesons
34 minutes
On-Demand
Free-Video
OpenSource Connections

Lowering the Entry Threshold for Neural Vector Search - Applying Similarity Learning

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Explore similarity learning for efficient neural search implementation, reducing data requirements and training time while addressing domain-specific challenges.
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1 Lesons
33 minutes
On-Demand
Free-Video
OpenSource Connections

Beyond the Known: Exploratory and Diversity Search with Vector Embeddings - Haystack EU 2023

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Explore innovative strategies for exploratory and diverse search using vector embeddings, enhancing user experiences beyond traditional search paradigms.
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1 Lesons
43 minutes
On-Demand
Free-Video
OpenSource Connections

Navigating Neural Search: Avoiding Common Pitfalls

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Explore neural search, text embedding models, and vector retrieval. Learn to choose models based on language, task alignment, accuracy, and cost-effectiveness. Understand potential pitfalls in embedding retrieval.
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1 Lesons
42 minutes
On-Demand
Free-Video
OpenSource Connections

Your Search Engine Needs a Memory - Haystack US 2024

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Discover how User Behavior Insights system standardizes data collection for search professionals, enabling improved relevance and user experience through analysis of search patterns and behaviors.
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1 Lesons
50 minutes
On-Demand
Free-Video