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Human-curated · Discover open source4101discovered

A little curiosity. A world of open source.

THE FIRST COLLECTION
Topic: memory清除
mem0mem0ai
ADDED

Mem0 is an open-source memory layer for AI assistants and agents, offering persistent personalized memory via Python/TS SDKs, CLI, self-hosted server, or cloud. Supports multi-level memory, hybrid retrieval, temporal reasoning, and many LLM providers.

AI & MLDeveloper toolsAI agents
pixelragStarTrail-org
ADDED

PixelRAG renders documents as screenshots and retrieves over images directly, preserving visual structure like tables and charts that text parsing loses. Includes a hosted 8.28M-page Wikipedia index, CLI tools, and Claude Code integration.

AI & MLData & databasesRAG & knowledge
agentmemoryrohitg00
ADDED

Persistent memory engine for AI coding agents. Auto-captures sessions via hooks, stores in SQLite with BM25/vector/graph hybrid search, and serves 54 MCP tools across 20+ agents. Self-hosted, keyless, zero external dependencies.

AI & MLDeveloper toolsCoding assistants
mempalaceMemPalace
ADDED

MemPalace is a local-first AI memory system that stores conversation history verbatim and retrieves it via semantic search, with pluggable backends, an MCP server, knowledge graph, and CLI hooks for coding agents.

AI & MLSelf-hostedRAG & knowledge
tidbpingcap
ADDED

TiDB is an open-source, cloud-native distributed SQL database with ACID transactions, horizontal scalability, Raft-based high availability, HTAP via TiKV and TiFlash, MySQL 8.0 compatibility, and vector search support.

Data & databasesSelf-hostedRelational databases
lemoryjwgo
ADDED

Lemory is a local middleware that transforms markdown notes (e.g., Obsidian vaults) into a context database for AI agents. It supports keyless on-device hybrid search, Korean-specific processing, hierarchical token savings, and knowledge graph visualization, integrating with various AI tools via MCP.

AI & MLDeveloper toolsRAG & knowledge
ADDED

MaluDB is a PostgreSQL 17 extension implementing a memory DBMS for long-term institutional memory, human-AI knowledge sharing, and contextual recall. It provides bitemporal data, graph traversal, hybrid search, and governed memory surfaces.

Data & databasesAI & MLRelational databases
ADDED

MCP Context Server is a FastMCP-based server providing persistent multimodal context storage for LLM agents, featuring full-text, semantic, and hybrid search with cross-encoder reranking, thread-based scoping, and support for SQLite and PostgreSQL backends.

AI & MLDeveloper toolsRAG & knowledge
memraybloomberg
ADDED

Memray is a Python memory profiler that tracks allocations in Python, native extensions, and the interpreter. It generates reports like flame graphs, supports threads and native code, and works on Linux/macOS.

Developer toolsTesting & debugging
tesseraLuigiFerronatto
ADDED

TESSERA is a text-first memory and evidence layer for AI agents: it turns Markdown project knowledge into structured, provenance-backed evidence that agents can query via a Python API, CLI or MCP, with stable identity and explainable retrieval (MIT, v0.0.1).

AI & MLDeveloper toolsRAG & knowledge
deeplakeactiveloopai
ADDED

Deep Lake is a serverless multimodal database for AI that combines vector search with storage for embeddings, images, video, audio, and documents. It streams data directly from cloud storage to PyTorch/TensorFlow, supports versioning, and integrates with LangChain, LlamaIndex, and Weights & Biases.

Data & databasesAI & MLVector databases
supermemorysupermemoryai
ADDED

Supermemory is an open-source memory and context engine for AI, offering persistent memory across conversations, user profiles, hybrid search, connectors, and local self-hosting. It claims top benchmarks in AI memory performance.

AI & MLDeveloper toolsAI agents
ADDED

An open-source Claude Code plugin that transforms any codebase into an interactive, searchable knowledge graph. Uses Tree-sitter and multi-agent LLM pipelines to visualize files, functions, classes, and dependencies—plus domain analysis, guided tours, and diff impact assessment. Works across 18+ AI coding platforms including Cursor, Codex, Gemini CLI, and Copilot.

Developer toolsCLI & terminal