Sandbox
72 repos for β€œembedded”Clear
aws-samples/
sample-genai-on-eks-starter-kit

A comprehensive toolkit for deploying production-ready Generative AI infrastructure on Amazon EKS. Includes pre-configured components for: πŸš€ AI Gateway (LiteLLM) πŸ€– LLM Serving (vLLM, SGLang, Ollama) πŸ“Š Vector Databases, πŸ” Embedding Models (TEI) πŸ“ˆ Observability (Langfuse, Phoenix) etc. Fast-track your GenAI deployment with Kubernetes

94

Nornicdb is a distributed low-latency, Graph+Vector, Temporal MVCC with all sub-ms HNSW search, graph traversal, and writes. Using Neo4j Bolt/Cypher and qdrant's gRPC means you can switch with no changes while adding intelligent features like schemas, managed embeddings, reranking+llm, GPU accel, Auto-TLP, Policy-based Memory Decay, and MCP server.

866
krokozyab/
Agent-Fusion

Agent Fusion is a local RAG semantic search engine that gives AI agents instant access to your code, documentation (Markdown, Word, PDF). Query your codebase from code agents without hallucinations. Runs 100% locally, includes a lightweight embedding model, and optional multi-agent task orchestration. Deploy with a single JAR

73

One memory shared by Claude Code, Codex, Cursor, Copilot CLI, OpenClaw and 20 more coding agents, built from the session history already on disk. A fix found in one agent comes back in any of them, including months of sessions from before you installed it. No LLM, no embeddings, one local Go binary.

798
jina-ai/MCPConnectors

Official Jina AI Remote MCP Server

845
Davidyz/
VectorCode

A code repository indexing tool to supercharge your LLM experience.

873
scarletkc/
vexor

A semantic search engine for files and code.

240
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.

3.3k
omermaksutii/
mnemo

Persistent memory for Claude Code. Your AI never starts from scratch again.

45
alibaba/zvecFrameworks & SDKs

A lightweight, lightning-fast, in-process vector database

16k

Fast and Accurate Code Search for Agents. Uses 99% fewer tokens than grep+read

6k
OpenBMB/UltraRAGFrameworks & SDKs

A Low-Code MCP Framework for Building Complex and Innovative RAG Pipelines

5.7k
yoanbernabeu/
grepai

Semantic Search & Call Graphs for AI Agents (100% Local)

1.9k
NeoLi00/
memX

memX: self-learning, self-maintaining memory plugin for AI agents; native support for claude code, codex, and openclaw

407

AI-powered spec generation and review using multi-repo code graph intelligence for backend teams that ship to production.

626
njbinbin-piscis/
openpiscis

Multi-Agent works on native GUI desktop. Supports skills and IM channel, build-in a IDE for light development. Built on the shared piscis-engine kernel.

48
kapillamba4/
code-memory

MCP server with local vector search for your codebase. Smart indexing, semantic search, Git history β€” all offline.

49
Helweg/
open-codebase-index

Semantic codebase indexing and search for OpenCode, Claude, Codex, Pi, Jcode, and MCP hosts. Powered by Rust and tree-sitter.

190
rekal-dev/
rekal-cli

Your coding agent starts every session blank. Rekal is the memory your team is missing

193
Azure-Samples/
eShopLite

eShopLite is a set of reference .NET applications implementing an eCommerce site with features like Semantic Search, MCP, Reasoning models and more.

168