Collection
Research and write from your own sources
Deep-research pipelines, drafting tools and retrieval over your own documents.
172 tools · showing 1–24
ToolLlamaIndex
MemoryData Wrangling
run-llama
Open-source data framework for building LLM and agentic apps over your own data, with 300+ integrations
ragvector-db
PlatformElasticsearch
CodingMemoryMonitoring
elastic
Distributed search and vector database used as the retrieval backend for RAG and agentic search
vector-dbsearchhybrid-searchrag
ToolCareerOps
Research
santifer
Open-source AI job search: scan job portals, evaluate listings, tailor your CV, track applications
recruitingproductivityresumeatsinterview-prep
ToolOpenViking
Memory
volcengine
Self-evolving Context Database for AI Agents. Unify Agent Memory, Knowledge RAG and Skills.
ragcontext-databasevector-dbknowledge-base
ToolRAGFlow
Memory
infiniflow
RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses cutting-edge RAG with Agent capabilities to create a superior context layer for LLMs
ragdocument-processingknowledge-basecontext-engine
FrameworkDify
Coding
langgenius
Open-source LLM app development platform combining a visual workflow canvas, RAG pipelines, agents, model management, and observability
productivityragagent-builderorchestrationobservability
FrameworkLangChain
CodingMemory
langchain-ai
Framework for building LLM applications and agents from interoperable components and a large integrations library
ragmulti-agentorchestrationtool-calling
ToolDocling
Data Wrangling
docling-project
Parses PDFs and many other document formats into structured Markdown or JSON, with layout, table, formula, and OCR understanding
productivitydocument-processingocrragmarkdown
PlatformQdrant
CodingMemory
qdrant
Open-source vector database and similarity-search engine with filtering, hybrid search and a managed cloud.
vector-dbhnswhybrid-searchsemantic-search
ToolSupermemory
CodingMemory
supermemoryai
Supermemory is broader than mem0, Engram, Graphiti, or CocoIndex. Those solve storage, coding-agent notes, temporal fact
ragknowledge-graphcontext-enginelocal-first
ToolCocoIndex
Memory
cocoindex-io
CocoIndex turns codebases, PDFs, Slack, inboxes, and videos into a continuously updated.
data-indexingincremental-processingetlknowledge-graph
ToolDaily Stock Analysis
ResearchConnectors
ZhuLinsen
Daily LLM analysis of multi-market stocks producing decision dashboards pushed to chat and email channels
financeguiemail
FrameworkHaystack
Coding
deepset-ai
Open-source Python framework for building production LLM pipelines for RAG, search, and agents
ragsemantic-searchorchestrationdeepset
ToolLangChainJS
Coding
langchain-ai
TypeScript framework for building LLM apps by chaining models, tools, and integrations behind a standard interface
langchaintypescript-sdktool-callingrag
FrameworkMastra
CodingMemoryQA
mastra-ai
TypeScript framework for AI agents and apps, with model routing, graph-based workflows, memory, and built-in evals
orchestrationragnextjs
ToolFirecrawl
Research
firecrawl
Web data API that searches, scrapes, and crawls sites into clean markdown or structured JSON for agents
scrapemarkdownweb-crawlerstructured-data
ToolGitNexus
Memory
abhigyanpatwari
Client-side knowledge graph creator that runs entirely in your browser. Drop in a git repository (Github, Gitlab, Azure, Local) or ZIP file, and get an interactive knowledge graph
knowledge-graphragcode-intelligencebrowser
ToolGraphify
MemoryCoding
safishamsi
AI coding-assistant skill that turns a folder of code, docs, papers, and images into a queryable knowledge graph
ragknowledge-graphtree-sittercli
ToolMem0
Memory
mem0ai
Memory layer that extracts facts from conversations and retrieves them at inference so agents remember users across sessions
long-term-memoryragfact-extraction
ToolOpen WebUI
Interface
open-webui
Self-hosted, offline-capable AI platform for Ollama and OpenAI-compatible models with RAG, tools, and multi-user access control
ollamaraglocal-firstopenai-compatible
ToolSemantica
CodingMemory
Hawksight-AI
Open‑source framework for building semantic layers and context graphs for AI agents.
knowledge-graphgraphragprovenancesemantic-search
ToolContext7
CodingResearch
upstash
Fetches up-to-date, version-specific library docs and code examples into a coding agent's context via CLI or MCP
docsclicoding-agentcontext-injection
FrameworkDSPy
CodingTraining
stanfordnlp
Compose LM pipelines as declarative Python modules, then optimize their prompts and weights algorithmically
promptragself-improvement
ToolGiskard
QASecurity
Giskard-AI
Python library for testing agentic systems — evals with LLM-as-judge checks, red-teaming scans, and RAG quality evaluation
red-teamevaluationragprompt-injection