Agentic Rag Python Packages

openviking

OpenViking is an open-source context database designed specifically for AI Agents(such as openclaw). OpenViking unifies the management of context (memory, resources, and skills) that Agents need through a file system paradigm, enabling hierarchical context delivery and self-evolving.

deeplake

Deeplake is AI Data Runtime for Agents. It provides serverless postgres with a multimodal datalake, enabling scalable retrieval and training.

vector-vault

Quickly create RAG apps, Agents, and Unleash the full power of AI with Vector Vault

sochdb

SochDB is a high-performance embedded, ACID-compliant database purpose-built for AI agents and memory - python sdk

vectara-agentic

A Python package for creating AI Assistants and AI Agents with Vectara

knowledge-storm

An LLM-powered knowledge curation system that researches a topic and generates a full-length report with citations.

orka-reasoning

Orchestrator Kit for Agentic Reasoning - OrKa is a modular AI orchestration system that transforms Large Language Models (LLMs) into composable agents capable of reasoning, fact-checking, and constructing answers with transparent traceability.

agi-pragma

AI Action Firewall — seven-stage Decision Intelligence Core for safe agentic AI

velocirag

Lightning-fast RAG for AI agents. ONNX-powered, 4-layer fusion, MCP server. No PyTorch.

syrin

Python library for building AI agents with budget management, declarative definitions, and production-ready observability.

next-plaid-client

Python SDK for the Next Plaid ColBERT Search API

deepsearcher

None

langchain-tilores

This package contains tools to work with Tilores entity resolution database within Langchain.

guardex

Guardex - AI Control Plane for autonomous agents (closed source)

linden

🌳 A Python engine for orchestrating complex LLM workflows, from simple data processing to RAG agents.

cogniweave

An agent that Knows You, Remembers You, and Understands You

pylate-onnx-export

Export HuggingFace ColBERT models to ONNX format for Rust inference

colbert-export

NextPlaid, ColGREP: Multi-vector search, from database to coding agents.

hub-v1

Activeloop Hub

cotarag

Agentic-AI framework w/o the headaches

vss-ctx-rag

Context-Aware RAG library for Knowledge Graph ingestion and retrieval functions.

tilores-langchain

This repository provides the building blocks for integrating LangChain, LangGraph, and the Tilores entity resolution system.

context-nexus

Context Nexus is an AI-native backend platform and SDK for managing, optimizing, and reasoning over context in large-scale agentic and retrieval-augmented AI systems.

toondb-client

SochDB is a high-performance embedded, ACID-compliant database purpose-built for AI agents and memory - python sdk