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

Customize ChatGPT and unleash the full potential of generative AI with Vector Vault

knowledge-storm

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

vectara-agentic

A python library for creating AI assistants with Vectara, using Agentic RAG

next-plaid-client

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

sochdb

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

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.

velocirag

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

syrin

The Python Harness for Production AI Multi-Agent Systems

colbert-export

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

deepsearcher

Open Source Deep Research Alternative to Reason and Search on Private Data. Written in Python.

agi-pragma

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

pylate-onnx-export

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

guardex

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

cogniweave

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

langchain-tilores

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

linden

A Python framework for building AI agents with multi-provider LLM support, persistent memory, and function calling capabilities.

cotarag

Agentic-AI framework w/o the headaches

hub-v1

Activeloop Hub

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.

tilores-langchain

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

vss-ctx-rag

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

toondb-client

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