Semantic Search in C#: Match Text by Meaning in Five Lines
Add semantic search to your C# app in 5 lines. Match text by meaning, not keywords. One NuGet package with zero dependencies, running on CPU in your own process.
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Add semantic search to your C# app in 5 lines. Match text by meaning, not keywords. One NuGet package with zero dependencies, running on CPU in your own process.
Read moreBuild a full-text search engine in C# with keyword search, semantic search, hybrid ranking, and reranking. Index files and query them in 10 lines of code, with the index living on your own disk.
Read moreImprove search relevance in .NET with cross-encoder reranking. Rescore your existing search results from Elasticsearch, SQL LIKE, or vector search, locally in C# and in your own process.
Read moreBuild a retrieval-augmented generation pipeline in C#: index documents, search them, rerank the hits, and answer with a local LLM. One NuGet package, start to finish, with every stage running on your own machine.
Read moreall-MiniLM-L6-v2 truncates at 256 tokens, about 900 characters, and drops the rest without a warning. Why the configs say 128, 256 and 512, what chunk size to use, and why raising max_seq_length to 512 makes retrieval worse.
Read moreRun embeddings, classification and reranking from C++ with no libtorch and no ONNX Runtime: one header and one shared library that links only against libc. Works with C++11, C++14, C++17 and C++23, and takes four commands from nothing to output.
Read moreIndex a directory, then search it by keyword, by meaning, or both, from Python. One pip install with no dependencies, running on your own machine, with a worked example of where hybrid search goes wrong and what fixes it.
Read moreRun transformer models inside a Unity game with no server and no API key: match free-text player commands by meaning, moderate chat with toxic-bert, and give an NPC a local LLM. Two DLLs, .NET Standard 2.1, Mono and IL2CPP.
Read moreAdd keyword, semantic and hybrid search with cross-encoder reranking to a Qt 6 / QML application, running locally in C++ with no Python, no ONNX Runtime and no server. A complete working example with real results.
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