Rust library for generating vector embeddings, reranking. Re-write of qdrant/fastembed.
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Dec 17, 2025 - Rust
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fastembed
Here are 25 public repositories matching this topic...
Suite of tools containing an in-memory vector datastore and AI proxy
python rust cli storage storage-engine cache vector artificial-intelligence datastore hacktoberfest inmemory-db vector-database hacktoberfest-accepted fastembed
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Dec 19, 2025 - Rust
Chat with Lex! A RAG app, using HyDE with milvus DB for vector store, VLLM for LLM inference, and FastEmbed for Embeddings!
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Jun 4, 2024 - Python
Generating embedding for 1000s of PDF Documents, in Qdrant using FastEmbed with distributed Computing in Ray
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Mar 12, 2024 - Jupyter Notebook
🧠 Universal long-term memory for AI agents. GraphRAG-powered knowledge base with vector search + graph traversal. Privacy-first, local-only, MCP-compatible. Connect Claude, Copilot, or any AI assistant.
python docker ai mcp multi-agent knowledge-graph agents semantic-search privacy-first vector-search vector-database pii-redaction hybrid-retrieval kuzu llm-tools lancedb memory-store fastembed ai-memory graphrag
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Nov 24, 2025 - Python
ExFastembed is an Elixir wrapper around the fastembed-rs crate.
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May 12, 2025 - Elixir
Using Qdrant, Fastembed, Google Cloud, OpenAI to build a Question Answer Cloud Based RAG System
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Mar 28, 2024 - Jupyter Notebook
A high-performance, Rust-based in-memory vector store with FastEmbed integration for Python applications.
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Nov 26, 2025 - Rust
⚡ Instantly index, deduplicate, and search your code, docs, and web content in a blazing-fast Qdrant vector DB for AI & RAG.
python tree-sitter code-search web-scraping chunking semantic-search ai-agents reranking cli-tool beautifulsoup4 rag vector-database hybrid-search qdrant splade retrieval-augmented-generation memory-store fastembed firecrawl ai-embeddings
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Jul 18, 2025
MedSage is a multimodal healthcare assistant that combines LLMs, vector search, and real-time reasoning to deliver fast, reliable medical insights. It supports symptom analysis, medical document Q&A, universal file RAG, multilingual interactions, and emergency SOS with live location.
pyton3 fastapi typescript-react vector-database dspy qdrant qdrant-vector-database qdrant-client fastembed dspy-ai sementic-search qdrant-rag gemini-flash-2-5
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Dec 9, 2025 - TypeScript
A library to gather structured statistics on the source code files in a software repository, generate embeddings and store in a vector database.
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Jan 6, 2024 - Rust
An AI + RAG system delivering culturally contextualized nutritional intelligence, personalized caloric guidance, and queryable knowledge over Indian Food Composition Tables (IFCT).
nlp flask-api fitness-tracker ifct rag nutrition-calculator pdf-processing llm chromadb mistral-7b fastembed llama3
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Nov 3, 2025 - Jupyter Notebook
Demo for SenTrEv python package
metrics evaluation embeddings embedding-models vector-search vector-database sentence-transformers dense-retrieval qdrant sparse-retrieval fastembed
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Jan 20, 2025 - Jupyter Notebook
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Oct 5, 2025 - Python
Data Retrieval from Qdrant Vector DB based on RRF algo and metadata filtering
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Oct 28, 2025 - Jupyter Notebook
AI-Powered Employee Skill & Project Recommendation System An intelligent system that recommends roles and training programs based on employee skills, leveraging AI for personalized career development and project matching.
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May 31, 2025 - Jupyter Notebook
deadpool implementation for fastembed
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Dec 24, 2025 - Rust
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