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klotz: search* + machine learning*

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1. Towards Better Search with Domain-Aware Text Embeddings for C2C Marketplaces

   This paper reports on an experiment to build a domain-aware Japanese text-embedding approach to improve the quality of search at Mercari, Japan's largest C2C marketplace.

   2025-12-25 Tags: text embeddings, information retrieval, search, machine learning, llm, fine tuning by klotz
2. A Coding Implementation to Build a Document Search Agent (DocSearchAgent) with Hugging Face, ChromaDB, and Langchain

   This tutorial demonstrates how to build a powerful document search engine using Hugging Face embeddings, Chroma DB, and Langchain for semantic search capabilities.

   2025-03-21 Tags: document, search, hugging face, chromadb, langchain, vector database, embedding, agents, llm by klotz
3. Qodo’s open code embedding model sets new enterprise standard, beating OpenAI, Salesforce

   Qodo releases Qodo-Embed-1-1.5B, an open-source code embedding model that outperforms competitors from OpenAI and Salesforce, enhancing code search, retrieval, and understanding for enterprise development teams.

   2025-03-04 Tags: qodo, code, embedding, llm, search, retrieval, software engineering by klotz
4. Dictionary: Vespa to Elasticsearch, OpenSearch, Solr

   A mapping of Vespa terminology to equivalent concepts in Elasticsearch, OpenSearch, and Solr.

   2024-08-19 Tags: vespa, elasticsearch, opensearch, solr, search, vector database, machine learning by klotz
5. Answer: How can we find the best way to track developments in AI?

   This blog post discusses strategies for staying up-to-date on the rapidly evolving field of AI, covering resources, tools, and techniques for tracking news, research, and developments.

   2024-07-22 Tags: ai, artificial intelligence, machine learning, search, dan russell by klotz
6. SemanticFinder - Frontend-only Semantic Search with transformers.js

   2023-11-03 Tags: llm, semantic, search, embedding, cosine similarity, browser by klotz
7. Yahoo spin-out Vespa lands $31M investment from Blossom | TechCrunch

   2023-11-01 Tags: yahoo, vespa, search, vector database, elasticsearch, tfidf, machine learning by klotz
8. Graph Learning for Exploratory Query Suggestions in an Instant Search System - Spotify Research : Spotify Research

   2023-10-30 Tags: search, discovery, query suggestion, auto suggest, graph, node2vec, embedding, naive users, mounia lalmas, spotify, research by klotz
9. From RAGs to Riches 10 Applications of vector search to deeply understand your data and models

   Image Similarity Search
   Reverse Image Search
   Object Similarity Search
   Robust OCR Document Search
   Semantic Search
   Cross-modal Retrieval
   Probing Perceptual Similarity
   Comparing Model Representations
   Concept Interpolation
   Concept Space Traversal
   Image Similarity Search

   2023-10-26 Tags: llm, rag, similarity, vision, document, search, machine learning by klotz
10. LLM vector search

    2023-06-23 Tags: llm, vector, search, embedding, python by klotz

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