#vector-search (30 Repositories)

modusensus/dsh-mneme

🧠 The memory that dreams — cross-session memory for DeepSeek Harness. Offline & private, auto-consolidates in its sleep (autoDream), visualized in a memory panel.

giancarloerra/SocratiCode

Enterprise-grade (40m+ LOC) codebase intelligence, zero-setup, local & private Plugin/Skill/Extension or MCP: hybrid semantic search, polyglot dependency graphs, symbol-level impact analysis & call-flow, interactive HTML viewer, cross-project & branch-aware search, DB/API/infra knowledge. 61% less tokens, 84% fewer calls, 37x faster. Cloud in beta.

surrealdb/docs.surrealdb.com

The documentation for SurrealDB, powered by Astro

samyama-ai/samyama-graph

Rust graph-vector database: OpenCypher (99.9% of evaluated TCK scenarios pass), vector search, graph algorithms, RESP + HTTP. LDBC SNB Interactive and BI complete; 1B edges on one machine.

vespa-engine/vespa

The AI search platform

patterns-ai-core/langchainrb

Build LLM-powered applications in Ruby

milvus-io/milvus

Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search

TencentCloud/TencentDB-Agent-Memory

TencentDB Agent Memory is a team-level memory hub for AI Agents — turning conversations, docs, and code into four reusable memory assets (Chat Memory, Skill, LLM-Wiki, Code-Graph) that are governed, shared, and equipped across agents and frameworks.

qdrant/qdrant

Qdrant - High-performance, massive-scale Vector Database and Vector Search Engine for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/

neuml/txtai

💡 All-in-one AI framework for semantic search, LLM orchestration and language model workflows

weaviate/weaviate

Weaviate is an open-source vector database that stores both objects and vectors, allowing for the combination of vector search with structured filtering with the fault tolerance and scalability of a cloud-native database​.

superlinked/sie

Open-source inference server and production cluster for all the models your agent needs.

dingodb/dingo-store

A distributed Key-Value Storage using Raft

ramakay/claude-self-reflect

Claude forgets everything. This fixes that. 🔗 www.npmjs.com/package/claude-self-reflect

srbhr/Resume-Matcher

The #1 AI Harness for Building Resumes, PDFs, Cover Letters & more, locally with 100+ LLMs support.

410979729/scope-recall-hermes

Long-term memory for Hermes and Codex, with local storage, source-backed recall, and tools to inspect, correct, or delete remembered information.

zvec-ai/zvec-grep

Local-first search across your workspace, built for humans and AI agents.

gmickel/gno

Local AI-powered document search and editing with first-in-class hybrid retrieval, LLM answers, WebUI, REST API and MCP support for AI clients.

cortexkit/aft

Give your agent a proper IDE and OS. The sensorimotor cortex for coding agents (OpenCode + Pi), part of CortexKit: symbol-aware edits, semantic search, code health, fast grep/glob, bash compression, background tasks, PTY.

weaviate/weaviate-python-client

A python native client for easy interaction with a Weaviate instance.

varun29ankuS/shodh-memory

Local, LLM-free memory for AI agents. A single offline Rust binary — deterministic and auditable — that learns from use, forgets the irrelevant, and strengthens what matters. No cloud, no API keys.

intel/ScalableVectorSearch

datastax/jvector

JVector: the most advanced embedded vector search engine

valkey-io/valkey-search

valkey-search is a C++ module which extends valkey with vector search and secondary indexing capabilities. It enables users to index and query data stored in Valkey using complex queries with filters while maintaining high performance and scalability.

habedi/hann

A fast approximate nearest neighbor search library for Go

dcostenco/prism-coder

Persistent session memory for AI coding agents — local-first, with on-device inference, associative recall, and drift detection. Works with Claude Code, Cursor, and Codex.

Zleap-AI/SAG

A new SOTA for RAG — an original retrieval architecture and an open-source knowledge base for humans and agents.

Anush008/fastembed-rs

Rust library for generating vector embeddings and reranking locally!

weaviate/typescript-client

Official Weaviate TypeScript Client

qdrant/fastembed

Fast, Accurate, Lightweight Python library to make State of the Art Embedding