Knowledge Base Python Packages

datachain

Data Memory: the operational data context layer for AI agents - typed, versioned datasets over images, video, docs and tables

49K 3K 140

kluris

Turn AI agents into team SMEs. Kluris builds a shared, human-curated knowledge brain (decisions, constraints, incidents, tribal knowledge) as markdown in a git repo. Queryable via slash commands from Claude Code, Codex, Cursor, Windsurf, Cline, Gemini CLI.

43K 3 0

cdklabs-generative-ai-cdk-constructs

AWS Generative AI CDK Constructs are sample implementations of AWS CDK for common generative AI patterns.

41K 534 75

cafitac-agent-memory

Universal memory and knowledge runtime for AI agents across Hermes and other harnesses.

35K 2 0

llm-notebook

LLM-powered knowledge base from your Claude Code, Codex CLI, Copilot, Cursor & Gemini sessions. Karpathy's LLM Wiki pattern — implemented and shipped.

29K 209 29

openhownet

Core Data of HowNet and OpenHowNet Python API

17K 637 88

experta

Expert Systems for Python

12K 188 46

obsidian-llm-wiki

Karpathy’s LLM Wiki, 100% local with Ollama. Drop Markdown notes → AI extracts concepts → your Obsidian wiki auto-links and grows. Zero sharing. Your notes stay yours.

8K 458 80

memvid-sdk

Memory layer for AI Agents. Replace complex RAG pipelines with a serverless, single-file memory layer. Give your agents instant retrieval and long-term memory.

7K 15K 1K

markdown-vault-mcp

Generic markdown collection MCP server with FTS5 + semantic search, frontmatter-aware indexing, and incremental reindexing

6K 6 3

knowledge-rag

Drop docs, search instantly from Claude Code — 12 MCP tools, 20 format parsers, hybrid search + reranking. Zero servers, zero API keys, 100% local.

6K 67 14

stashai

Shared memory for your team's coding agents

6K 86 29

abbacus-cortex

Persistent ontology driven knowledge system with formal OWL-RL reasoning, SPARQL graph + SQLite, and 22 MCP tools for AI agent memory.

5K 13 1

openkb

OpenKB: Open LLM Knowledge Base

5K 1K 113

gnosis-mcp

Zero-config MCP server for searchable documentation (SQLite default, PostgreSQL optional)

4K 20 5

archivy

Archivy is a self-hostable knowledge repository that allows you to learn and retain information in your own personal and extensible wiki.

4K 3K 115

engram-memory-system

Cognitive memory system with hybrid retrieval, entity graphs, and memory lifecycle. 98.1% R@5 on LongMemEval.

4K 1 0

a1facts

a1facts - the precision layer for AI agents

4K 65 13

qdrant-loader

Enterprise-ready vector database toolkit for building searchable knowledge bases from multiple data sources. Supports multi-project management, automatic ingestion from Confluence/JIRA/Git, intelligent file conversion (PDF/Office/images), and semantic search. Includes MCP server for seamless AI assistant integration.

3K 39 24