mini cli search engine for your docs, knowledge bases, meeting notes, whatever. Tracking current sota approaches while being all local
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Chat2DB is a free, cross-platform, local-first database client and SQL workspace for developers, DBAs, analysts, and data teams. Connect to 40+ databases, manage data, edit and run SQL, and use your own AI model to generate, explain, and optimize queries. Available on desktop, web, Docker, and CLI, with MCP support.
Redisson: Valkey & Redis Java Client and Real-Time Data Platform. Sync/Async/RxJava/Reactive API. Extends Valkey and Redis with over 60 objects and services: Set, Multimap, SortedSet, Map, List, Queue, Deque, Semaphore, Lock, AtomicLong, Map Reduce, Bloom filter, Spring, Tomcat, Scheduler, JCache API, Hibernate, RPC, local cache..
- java
- redis
- lock
- map
The local-first database that runs on every JS runtime and replicates with your existing backend - no vendor, no lock-in - https://rxdb.info/
Simple and fast JSON database
A lightweight, lightning-fast, in-process vector database
Approximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to disk
- c-plus-plus
- python
- nearest-neighbor-search
- locality-sensitive-hashing
[MLsys2026 Best Paper]: https://arxiv.org/abs/2506.08276. RAG on Everything with LEANN. Enjoy 97% storage savings while running a fast, accurate, and 100% private RAG application on your personal device.
A modern Docker LAMP stack and MEAN stack for local development
Docker-based local PHP+Node.js web development environments
Run a real Postgres database locally on Linux, OSX or Windows as part of another Go application or test
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.
- bolt
- cypher
- database
- enterprise-solutions
Search inside documents, code, and even screenshots - instantly and locally. A free, open-source file launcher with OCR, semantic search, and MCP agent access.
- desktop
- file-search
- full-text-search
- local-first
Fast and lightweight DB Client made in Rust and GPUI.
- database
- dbclient
- developer-tools
- gpui
Swift database - fast, simple and lightweight (iOS, macOS)
Stacker - The environment for local web development, ready for use.
DoltLite - Version Controlled SQLite
- database-version-control
- dolt
- sqlite
- version-controlled-database
A bunch o' Docker Compose files used to quickly spin up local databases.
A local-first UI for Firebase Emulator Suite.
A c++ toolbox of locality-sensitive hashing (LSH), provides several popular LSH algorithms, also support python and matlab.
:mag: Full text indexing and searching library
- search-engine
- javascript
- typescript
- full-text-search
Single-binary observability, time-series database, and built-in dashboard for Raspberry Pi, edge devices, and local metrics.
Go Wrapper for using localstack
- localstack
- go
- golang
- testing
A library to interact with Elasticsearch in Go!