Search results for "faiss"
Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search
Python SDK for Milvus Vector Database
Vector search engine inside Milvus, integrating FAISS, HNSW, DiskANN.
Monocle is a framework for tracing GenAI app code. This repo contains implementation of Monocle for GenAI apps written in Python.
The implementation for SIGIR 2026: Learning to Retrieve from Agent Trajectories.
SQLite-Vector is a cross-platform, ultra-efficient SQLite extension that brings vector search capabilities to your embedded database.
DeepV-Ki β Instantly turn your code repository into a beautiful, interactive Wiki. An AI-powered documentation generator with RAG-based code Q&A, automatic architecture diagram generation, and multi-m
JRVS AI Agent with JARCORE autonomous coding engine - RAG knowledge base, web scraping, calendar, code generation. Powered by whatever local AI you choose.
AI Agent Development Platform - Supports multiple models (OpenAI/DeepSeek/Wenxin/Tongyi), knowledge base management, workflow automation, and enterprise-grade security. Built with Flask + Vue3 + LangC
AgenticX is a unified, production-ready multi-agent platform β Python SDK + CLI (agx) + Studio server + Machi desktop app. Features Meta-Agent orchestration, 15+ LLM providers, MCP Hub, hierarchical m
Benchmark for vector databases.
Unified framework for building enterprise RAG pipelines with small, specialized models
Curated list of the best truly open-source AI projects, models, tools, and infrastructure.
Curated systems, benchmarks, and papers etc. on memory for LLMs/MLLMs --- long-term context, retrieval, and reasoning.
A curated list of awesome works related to high dimensional structure/vector search & database
Learn to build AI agents with Strands framework. Covers LLM integration via Amazon Bedrock/Anthropic, AWS service connections, tool implementation with MCP/A2A protocols, and agent evaluation using La
A lightweight AI agent framework for vertical domain applications | ι’εεεεΊη¨ηθ½»ιηΊ§ AI Agent ζ‘ζΆ
Lightweight semantic code search engine β 2-stage vector + FTS + RRF fusion + MCP server for Claude Code
Themis Database System - High-performance C++ hybrid-database (graph-vector-relational-file) with AQL support and MVCC
DSPEx - Declarative Self-improving Elixir | A BEAM-Native AI Program Optimization Framework
β‘πΎ Vectro β Compress LLM embeddings π§ π Save memory, speed up retrieval, and keep semantic accuracy π―β¨ Lightning-fast quantization for Python + Mojo, vector DB friendly ποΈ, and perfect for RAG pip
FlexRAG: A RAG Framework for Information Retrieval and Generation.
π€ Build AI and Gen AI agents using Model Context Protocol (MCP) with hands-on projects and practical tools like LangChain and CrewAI.
Store, consolidate, and recall coding agent memories with provenance tracking using SQLite and FAISS for fast, structured knowledge access.
Build and run local AI agents with multi-model support, modular skills, secure controls, and multi-channel access for personal automation tasks.
π§ Build an offline RAG chatbot to answer questions from PDFs, adapting responses based on user experience levels with a smooth chat interface.
π¦Ύ A productionβready research outreach AI agent that plans, discovers, reasons, uses tools, autoβbuilds cited briefings, and drafts tailored emails with toolβchaining, memory, tests, and turnkey Dock
AI News Scraper & Semantic Search: A Python application that scrapes news articles, uses GenAI to generate summaries and identify topics, and provides semantic search capabilities through vector embed