Research and write from your own sources

Tool

LLM Graph Builder

MemoryData Wrangling

neo4j-labs

Turns unstructured documents, media, and web pages into a Neo4j knowledge graph using LLMs, with graph-aware chat over the result

knowledge-graphneo4jraglangchain

Tool

Swiftide

CodingMemory

bosun-ai

You wire up a few agent steps, run it, and it dies halfway. The calls ran, the tokens are gone, and the cause was one ba

ragsearchorchestrationstreaming

Tool

EmbedAnything

Data WranglingMemoryInference

StarlightSearch

Rust-based inference, ingestion and indexing library for embeddings and retrieval, with Python bindings.

local-firstcloudragsdk

Framework

OpenExecutive

MemoryCoding

SenteLabsAI

AI-powered virtual executive team — a single coherent executive persona backed by 8 specialist Claude agents.

productivitymulti-agentragvector-dbepisodic-memory

Tool

Ragent

Memory

nageoffer

Enterprise-oriented Agentic RAG platform on Spring AI covering document ingestion through question answering with multi-channel retrieval

ragspring-aidocument-ingestionhybrid-retrieval

Tool

LightMem

Memory

zjunlp

Agent memory has a hidden bill: the tokens and calls spent building and updating it, often more than answering the quest

raglong-term-memorytoken-optimizationlightweight

Tool

Beever Atlas

MemoryConnectors

Beever-AI

What if your AI agent could carry its entire knowledge base as a single versioned artifact … built with a powerful model

ragknowledge-graphslackdiscord

Platform

Langbase

DeploymentMemory

CommandCodeAI

Serverless AI cloud of composable primitives (Pipes, memory/RAG, tools) for building and deploying agents, with TypeScript and Python SDKs.

serverlessragsdkcloud

Tool

Easy Dataset

Coding

ConardLi

Build LLM fine-tuning and evaluation datasets from documents with parsing, chunking, QA generation, and multi-format export

dataset-generationfine-tuneragevaluation

Tool

Metronix Memory

Memory

mtrnix

Metronix Memory is a self-hosted memory backend for agents over MCP: ingest files and Saa...

ragknowledge-graphlocal-firstollama

Tool

Contextplus

Coding

ForLoopCodes

On codebases with millions of lines, tools that walk import graphs miss semantic neighbors and full files blow the conte

ragastcode-intelligencevector-db

Tool

Open RAG Eval

QA

vectara

Open-source framework for evaluating RAG pipelines without golden answers

ragevaluationobservabilityvectara

Tool

Amnesia

Memory

maksika

Memory layer for AI assistants and agents that persists user, session and agent context and retrieves it with multi-signal semantic search

semantic-searchvector-dbraglong-term-memory

Tool

Healthy Diet AI Agent

Memory

archie0732

Bun and TypeScript backend for nutrition chat, food-image analysis, and RAG document retrieval

raglangchainknowledge-graphnutrition

Tool

EnterpriseAgentFramework

CodingSecurityConnectors

w8123

面向 OA、ERP、CRM、工单等企业系统快速构建智能体，让 AI 在权限、审计与治理约束下安全调用真实业务能力。Build agents quickly for enterprise systems such as OA, ERP, CRM, and ticketing, en

a2atool-callingraggovernance

Tool

AutoFlow

DeploymentMemory

pingcap

pingcap/autoflow is a Graph RAG based and conversational knowledge base tool built with TiDB Serverless Vector Storage. Demo: https://tidb.a

knowledge-graphraggraphragtidb

Tool

Document Structuring

Data WranglingMemoryCoding

barnetwang

Parses PDF and DOCX files by heading into Markdown chunks in a local SQLite FTS5 store for RAG retrieval

local-firstragsqlitehybrid-search

Framework

Qwen-Agent

CodingInterfaceMemory

QwenLM

Python agent framework over Qwen models with function calling, MCP, code interpreter and RAG.

ragtool-callingcode-interpreterplugin

App

5ire

InterfaceMemory

nanbingxyz

Cross-platform desktop AI assistant and MCP client supporting multiple model providers and local knowledge bases

desktopmulti-providerknowledge-baseassistant

Agentwork

ConnectorsMemory

Connects to a team's existing tools and answers questions across them in plain language with checkable sources

productivityslacknotionknowledge-baserag

Contextual AI Platform

MemoryQA

Managed platform for building and hosting grounded RAG agents over enterprise documents, with API + GUI and built-in evals.

ragdocument-processingknowledge-managementevaluation

VeritasGraph

MemoryDeploymentResearch

Governed on-prem GraphRAG & AI agents with verifiable proof

graphraglocal-firstollamaknowledge-graph