Rust library for generating vector embeddings, reranking. Re-write of qdrant/fastembed.

Suite of tools containing an in-memory vector datastore and AI proxy

Chat with Lex! A RAG app, using HyDE with milvus DB for vector store, VLLM for LLM inference, and FastEmbed for Embeddings!

Generating embedding for 1000s of PDF Documents, in Qdrant using FastEmbed with distributed Computing in Ray

A high-performance, Rust-based in-memory vector store with FastEmbed integration for Python applications.

ExFastembed is an Elixir wrapper around the fastembed-rs crate.

Using Qdrant, Fastembed, Google Cloud, OpenAI to build a Question Answer Cloud Based RAG System

⚡ Instantly index, deduplicate, and search your code, docs, and web content in a blazing-fast Qdrant vector DB for AI & RAG.

A library to gather structured statistics on the source code files in a software repository, generate embeddings and store in a vector database.

Demo for SenTrEv python package

An AI-powered customer support system that automatically classifies tickets and provides intelligent responses using Retrieval-Augmented Generation

deadpool implementation for fastembed

🚀 Qdrant Rust Fastembed 🚀

An AI + RAG system delivering culturally contextualized nutritional intelligence, personalized caloric guidance, and queryable knowledge over Indian Food Composition Tables (IFCT).

A microservice for generating embeddings built on top of Rust using FastEmbed with gRPC protocol

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.

Data Retrieval from Qdrant Vector DB based on RRF algo and metadata filtering

Recommends a recipe along with its full description using fastembed library and