Agentic Rag Python Packages

openviking

Self-evolving Context Database for AI Agents. Unify Agent Memory, Knowledge RAG and Skills.

deeplake

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

corvinos

Self-hosted agentic OS — connects Claude Code, Codex or Hermes Agent to Discord, Telegram, WhatsApp, Slack & Email. EU AI Act 2026 & GDPR compliance by architecture.

vector-vault

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

sochdb

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

knowledge-storm

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

next-plaid-client

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

financebench-rag-agent

Multi-agent LangGraph RAG for financial Q&A — 72.7% on FinanceBench under κ=0.932 calibrated judge. RBAC at the vector layer, multi-party HITL on high-stakes answers, self-hosted LLM observability. pip install financebench-rag-agent

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.

vectara-agentic

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

velocirag

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

ariadne-sensemaking

One agent tracing a single entity's evidence across graph, relational, and text stores into a cited analytic note. Built on the Claude Agent SDK.

colbert-export

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

syrin

The Python Harness for Production AI Multi-Agent Systems

agentic-rag-pdf

Agentic RAG over any PDF — Grounded answers from your PDFs, with source citations.

cogniweave

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

pylate-onnx-export

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

linden

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

mcp-unified

tl/dw (Too Long, Didn't Watch): Your Personal Research Multi-Tool - a naive attempt at 'A Young Lady's Illustrated Primer' (Open Source NotebookLM)

tldw-server

tl/dw (Too Long, Didn't Watch): Your Personal Research Multi-Tool - a naive attempt at 'A Young Lady's Illustrated Primer' (Open Source NotebookLM)

deepsearcher

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

langchain-tilores

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

agi-pragma

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

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.