Collection
Research and write from your own sources
Deep-research pipelines, drafting tools and retrieval over your own documents.
94 tools · showing 49–72
PlatformBisheng
Monitoring
dataelement
BISHENG is an open LLM devops platform for next generation Enterprise AI applications. Powerful and comprehensive features include: GenAI wo
ragorchestrationfine-tunedocument-processing
ToolCode-Graph-RAG
CodingMemoryData Wrangling
vitali87
The ultimate RAG for your monorepo. Query, understand, and edit multi-language codebases with the power of AI and knowledge graphs
knowledge-graphtree-sittermemgraphast
ToolSkill_Seekers
Data Wrangling
yusufkaraaslan
The data layer for AI systems. Turns documentation sites, GitHub repos, PDFs, videos, notebooks, wikis, into structured knowledge assets, ready to power AI Skills, RAG pipelines, and AI coding assistants.
ragclaudegeminidocument-processing
ToolTencentDB Agent Memory
Memory
TencentCloud
Local long-term memory for AI agents using a layered semantic pipeline and symbolic compression of tool logs
local-firstlong-term-memoryvector-dbrag
ToolDeja Vu
MemoryCoding
vshulcz
Coding agents write every session to disk, then start the next one knowing none of it. deja indexes those files, includi
clilocal-firstragclaude
ToolMemSearch
MemoryCoding
zilliztech
memsearch is not another claim that agents “need memory.” That layer is already crowded. The useful design choice is the
ragmilvushybrid-searchsemantic-search
ToolLangroid
Coding
langroid
Python framework for building LLM applications with collaborating multi-agent message passing
multi-agentraglocal-firstmessage-passing
ToolOmnigraph
MemoryCoding
ModernRelay
Point a dozen agents at one shared graph and they overwrite each other's writes, with no way to review what changed befo
knowledge-graphlakehouseversioningmulti-agent
FrameworkRuflo
CodingMemory
ruvnet
Deploy intelligent multi-player swarms, coordinate autonomous workflows, and build conversational AI sys
multi-agentorchestrationragmcp-server
ToolExa
Research
exa-labs
Embeddings-based web Search, Contents, Answer and Agent APIs for retrieval inside agents; the separate Exa MCP server is already catalogued.
searchvector-dbragsemantic-search
ToolMoss
Memory
usemoss
Knowledge-retrieval service that injects semantic search results into an agent's LLM context.
ragsemantic-searchhybrid-searchlow-latency
ToolOpenKB
Data WranglingMemory
VectifyAI
VectifyAI’s OpenKB compiles raw documents into an interlinked Markdown knowledge base before agents query it. PDFs, docs
knowledge-baseragdocument-processingcli
ToolJustHireMe
ResearchMemory
vasu-devs
Local-first AI job intelligence workbench for scraping roles, ranking fit, and generating tailored application materials.
recruitingproductivityresume-tailoringsemantic-searchlocal-firstdesktop
ToolScope Recall Hermes
Memory
410979729
Hermes Agent memory plugin/provider for scope-aware recall, SQLite truth, LanceDB semantic search, and hybrid retrieval.
ragsemantic-searchvector-dbsqlite
ToolVelesDB
MemoryInterface
cyberlife-coder
VelesDB is a local‑first AI data engine written in Rust that unifies vectors, full‑text and graph in a single file with a familiar SQL‑like
local-firstragvector-dbknowledge-graph
ToolClaude Cookbooks
Coding
anthropics
Recipe collection of code examples and guides for building with the Claude API, from tool use to evaluations
claudetool-callingragevaluation
ToolMemvid
Memory
memvid
Single-file memory layer giving AI agents retrieval and long-term memory without a vector database
ragsemantic-searchlocal-firstlightweight
ToolMIND-Mem
Memory
star-ga
GitNexus turns a repo into an AST‑driven knowledge graph directly in the browser: Tree‑sitter parses the code, KuzuDB st
hybrid-searchbm25vector-dblocal-first
ToolOngrid
MonitoringConnectors
ongridio
An ops AI Agent that understands your infrastructure, finds the root cause, and fixes it — right from Slack, Telegram, Lark or DingTalk.
observabilityragslacktelegram
ToolAgentmemory
CodingMemory
rohitg00
#1 Persistent memory for AI coding agents based on real-world benchmarks
coding-agentknowledge-graphhybrid-searchlocal-first
ToolHermes Memory Installer
Memory
mage0535
External long-term memory sidecar for AI agents, archiving sessions and layering multi-source recall over Hindsight, gbrain, and PostgreSQL
cliragsidecarpostgres
ToolHivemind
Memory
activeloopai
Agent memory is not a missing layer anymore. Mnemory, Engram, mem0, Supermemory, Letta, OpenContext and OpenClaw memory
ragshared-memoryvector-dbevaluation
ToolTrustGraph
CodingMemory
trustgraph-ai
TrustGraph packages agent context as versioned artifacts (Context Cores) bundling knowledge graphs, embeddings, provenan
knowledge-graphhypergraphragtoken-optimization
ToolHippoRAG
Memory
OSU-NLP-Group
[NeurIPS'24] HippoRAG is a novel RAG framework inspired by human long-term memory that enables LLMs to continuously integrate knowledge acro
ragknowledge-graphlong-term-memorypersonalized-pagerank