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chromadbcopy "chromadb: ^1.4.2" to clipboard
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20
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160
points
347
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Dart client for the ChromaDB vector database API - the open-source embedding database for AI applications.#gen-ai#vector-database#embeddings#rag#chromadb

local_hnswcopy "local_hnsw: ^1.0.0" to clipboard
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8
likes
130
points
6.59k
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A lightweight, in-memory HNSW (Hierarchical Navigable Small World) vector index for Dart & Flutter. Supports fast approximate nearest neighbor (ANN) search with cosine or Euclidean similarity. #vector-search#ann#hnsw#embeddings

flutter_gemma_embeddingscopy "flutter_gemma_embeddings: ^2.1.1" to clipboard
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1
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160
points
11.3k
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Runtime-agnostic on-device text embedding pipeline for flutter_gemma: tokenization, isolate worker, pooling and normalization. Pair with an engine package for a backend.#embeddings#gemma#litert#rag#on-device

agentic_vectorcopy "agentic_vector: ^0.1.1" to clipboard
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recently created package Added 18 days ago
2
likes
160
points
142
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A vector store port with metadata filtering, exact in-process search with snapshots, and a Qdrant adapter. Typed Float64List arithmetic throughout.#ai#vector-database#embeddings#rag#agentic

agentic_ragcopy "agentic_rag: ^0.1.1" to clipboard
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recently created package Added 18 days ago
2
likes
160
points
133
downloads
Retrieval-augmented generation for Dart: loading, chunking, dense and BM25 retrieval, rank fusion, re-ranking, cited answers and retrieval tools.#ai#rag#retrieval#embeddings#agentic

flutter_gemma_rag_sqlitecopy "flutter_gemma_rag_sqlite: ^1.3.2" to clipboard
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1
likes
160
points
531
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SQLite vector search (sqlite-vec) on-device RAG vector store for flutter_gemma. Opt-in package; implements flutter_gemma's VectorStoreRepository.#rag#sqlite#vector-search#embeddings#web

rag_kitcopy "rag_kit: ^1.3.0" to clipboard
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1
likes
160
points
274
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Pure-Dart RAG (retrieval-augmented generation): chunking, embeddings, vector search, and context building. Zero dependencies, bring your own embedding model.#rag#retrieval#embeddings#llm#nlp
screenshot

vector_kitcopy "vector_kit: ^1.4.0" to clipboard
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1
likes
160
points
175
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SIMD-accelerated vector math for embeddings: dot product, cosine similarity, normalization, and top-k search over packed matrices.#simd#vectors#embeddings#similarity#performance
screenshot

llm_corecopy "llm_core: ^0.5.0" to clipboard
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0
likes
160
points
1.05k
downloads
Core abstractions for LLM (Large Language Model) interactions. Provides common interfaces, models, and utilities used by LLM backend implementations.#llm#ai#chat#embeddings#tools

flutter_gemma_rag_qdrantcopy "flutter_gemma_rag_qdrant: ^1.3.1" to clipboard
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0
likes
150
points
4.47k
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qdrant-edge on-device RAG vector store for flutter_gemma, via the official qdrant_edge UniFFI SDK. Opt-in VectorStoreRepository with payload filtering. Native platforms only (no web).#rag#qdrant#vector-search#embeddings#on-device

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