turbovec

Here are 14 public repositories matching this topic...

Egoist-Machines / LodeDB

World's fastest and most compact embedded vector database: exact by default, multimodal, local-first, and GPU-accelerated

swift rust privacy embeddings db gpu-acceleration image-search ann clip semantic-search onnx multimodal rag ivf local-first vector-database hybrid-search turbovec

Updated Aug 13, 2026
Python

bigmacfive / turbo-graph

Star

TurboQuant-compatible vector search plus graph memory for constrained RAG.

python rust graph embeddings rag vector-search turboquant turbovec

Updated Jun 19, 2026
Rust

smallnest / chao-rag-wiki

Star

a rag-based wiki skill with obsidian just like karpathy-llm-wiki

bm25 karpathy karp rag llm-wiki turbovec

Updated Jul 8, 2026
Python

47thtechcorner / RayCodes_Turbovec

Star

A hyper-optimized, local RAG system built on Streamlit using Google's TurboQuant algorithm and Turbovec vector index for 4 GB RAM setups.

python faiss rag vector-search streamlit vector-database ollama rag-tutorial turboquant turbovec

Updated Jun 10, 2026
Python

adityatawde9699 / Amadeus-AI

Star

Amadeus-AI is python framework for autonomous AI agents with planning, execution graphs, and plugins.

python workflow-engine clean-architecture multi-agent plugin-system autonomous-agents ai-agents fastapi local-first secure-ai graph-execution local-ai memory-system llm-runtime secure-ai-agents turbovec

Updated Jul 1, 2026
Python

RVSVarma / turbovec-rag

Star

Local-first RAG pipeline using TurboVec for vector search and LangGraph for orchestration, with Gemini API for response generation

python rag vector-search llm langchain langraph-python turbovec

Updated May 21, 2026
Python

AHX47 / wikipedia-agent

Star

Offline Q&A over Wikipedia ZIM files – full‑text + semantic search using TurboRag. Zero internet required after setup. Run on low‑CPU, low‑RAM devices. using llama.cpp

offline-first wikipedia embeddings kiwix gemma rag zim-archives zim-wiki offline-agent wikipedia-offline turboquant turbovec ahx47 turborag gemma-embedding-300m wekipedia-agent kiwix-zim zim-rag vectors-search

Updated Jun 7, 2026
Python

AHX47 / TurboRag

Star

Offline, CPU, RAM RAG engine with quantized vectors (TurboVec), GGUF embedding/LLM models, REST API, MCP server, and multi‑language SDKs.

nodejs python rust sdk neon embeddings simd quant nearest-neighbors quantization avx512 faiss vector-search faiss-vector-database turboquant turbovec

Updated Jun 7, 2026
Python

AHX47 / zim-agent

Star

Offline CRUD + semantic search agent for ZIM archives (Kiwix format). Read, write, edit, delete articles, build vector indexes, and serve via MCP – all offline, low‑resource.

sqlite3 crud-application embedding-models kiwix agents semantic-search rag zim-archives kiwix-offline-wikipedia zimlib mcp-tools wikipedia-offline fts5-search turbovec ahx47 kiwiks zim-agent turborag gemma-embedding-300m

Updated Jun 7, 2026
Python

tustoz / TurboQwenRAG

Star

Lightweight, fast, secure, and free document chat system powered by Qwen AI and TurboVec search.

question-answering rag vector-search vector-database langchain local-llm document-qa open-source-llm rag-pipeline qwen3 qwen3-embeddings turboquant turbo-quant turbovec

Updated Jun 12, 2026
Python

CynicalTyr / cynicvec

Star

ANN cache with a shrink-guard save so a dual-write cannot wipe RAG while SQL still has rows.

ann rag vector-search edge-ml sqlite-vec turbovec dual-write

Updated Aug 19, 2026
Python

sylxforce-dev / turbovec-quantization-benchmark

Star

Does TurboVec quantization hold up on exact-fact retrieval, or only on semantic similarity? Tests recall@k across bit_width 4/2 vs full precision on a synthetic report with 104 ground-truth facts. Finding: templated near-duplicate chunks (not "numbers" generally) are where compression breaks retrieval.

python benchmark offline-first embeddings semantic-search vector-quantization rag vector-database sentence-transformers llm retrieval-augmented-generation turbovec

Updated Jul 29, 2026
Python

MickyBalladelli / spectra

Star

Spectra is a document search console for teams that need to turn messy files into searchable knowledge.

search-engine turbovec

Updated Jun 12, 2026
JavaScript

benvenutocellinirange83 / TurboRag

Star

Run offline RAG engines on CPU and RAM using quantized vector indexing, LLM quantization tools, and multi-language support.

python embeddings archive simd avx512 gemma zim-archives vector-search kiwix-offline-wikipedia turboquant turbovec ahx47 turborag gemma-embedding-300m kiwix-zim zim-rag local-gguf

Updated Aug 24, 2026
Python

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