document-ingestion

Agentic RAG for local and self-hosted document search: hybrid retrieval, reranking and multimodal RAG on embedded LanceDB, with Docling parsing and an MCP server

Data ingestion service for the Agent Landing Zone. Processes PDFs, images, spreadsheets, transcripts and SharePoint content into grounding knowledge for agents, with smart chunking and multimodal embeddings.

OpenGraphMemory : Self-hosted knowledge graph extraction, temporal graph storage, and agent memory platform.

Install once, talk to your agent. ThinkWiki turns documents and notes into a local Markdown wiki with inbox review, content knowledge graph, and browsable HTML workspace.

AnswerCue is an open-source free desktop interview assistant for prep, live transcription, real-time answer support, and post-interview follow-up.

RAG-Ingest: A tool for converting PDFs to markdown and indexing them for enhanced Retrieval Augmented Generation (RAG) capabilities.

Drop-in RAG and AI agent toolkit for Laravel — parse, chunk, embed, search, chat.

Self-hosted RAG engine for AI coding assistants. Ingests technical docs & code repositories locally with structure-aware chunking. Serves grounded context via MCP to prevent hallucinations in software development workflows.

Case study using dotfurther's Open Discover Platform with the RavenDB document store to rapidly create a full-text search/eDiscovery/information governance capable demonstration application.

Open-source RAG platform for pluggable document ingestion, multimodal indexing, hybrid search, tenant-isolated APIs, RBAC, citations, and MCP-based AI agent integration.

LLM document ingestion pipeline with AI readiness scoring and structured Markdown/JSON output.

Give your agent a memory it can prove. One Python file: local SQLite vault, hybrid FTS5 + vector retrieval, Cloudflare-aware fetching, and a research loop whose [V]/[E]/[H] citations are machine-verified by CLI, not prompt-enforced.

Self-hosted document intelligence for RAG — parse, classify, split, and extract from PDF/DOCX/PPTX and images: searchable, cited, retrieval-ready chunks and schema-driven extraction

Docling RAG ingestion pipeline on Backblaze B2 — parse PDFs, DOCX, PPTX and HTML into clean Markdown and token-aware chunks written back to B2 over the S3-compatible API. Next.js + FastAPI, on-device models, no second API key.

A simple RAG toolkit.

中医知识图谱与 GraphRAG 智能问答平台 | Traditional Chinese Medicine knowledge graph with RAGFlow-compatible hybrid retrieval, Neo4j, Qdrant, FastAPI, React and traceable evidence.

Read almost any file as Markdown for AI agents and LLM apps. 150+ formats, pure TypeScript — PDF, Office, iWork, HWP, email, ebooks, archives, and more.

Local-first CLI for landing, enriching, and sharing documents through CloudBTL

A modular, self-hosted RAG pipeline for building a private, searchable personal knowledge base from PDFs and structured documents.

📊 Streamline query-focused summarization by constructing knowledge graphs and extracting insights from document corpora with the GraphRAG pipeline.