Vectorless, Reasoning-Based Retrieval-Augmented Generation (RAG)
-
Updated
Mar 26, 2026 - Python
#
pageindex
Here are 47 public repositories matching this topic...
Extends pageIndex into an AI document workspace with multi-format parsing, OCR, visual TOC, custom models, citations, and agentic QA.
-
Updated
Jun 30, 2026 - Python
Atlas - Enterprise document indexing plugin for OpenClaw. Vectorless RAG using PageIndex with async indexing, incremental updates, and smart caching. Scales from 10 to 5000+ documents. Perfect for financial reports, legal docs, technical manuals, and research papers.
typescript artificial-intelligence knowledge-base document-management knowledge-management enterprise-search pageindex document-search rag vector-embeddings document-indexing llm llm-reasoning openclaw openclaw-plugin vectorless-search enterprise-scalability pdf-indexing
-
Updated
Mar 23, 2026 - TypeScript
Ziglang eXtensiable Builder for SQL or JSON, zig version, sql or json query builder, extensible custom for any database, for any orm framework
-
Updated
Nov 4, 2025 - Zig
PageIndex-inspired agentic RAG app for vectorless document QA, FastAPI, multi-document retrieval, context compaction, and self-hosted AI workspaces.
self-hosted document-retrieval pageindex rag fastapi long-context document-qa pdf-qa react-agent agentic-rag retrival-augmented-generation pdf-rag vectorless-rag pageindex-web markdown-qa docx-qa pageindex-app document-rag
-
Updated
Jul 8, 2026 - Python
Modular RAG library for Python. Swap any component — LLM, vectorstore, reranker — with one line in a YAML file. No code changes. Just config.
python nlp agent pageindex ai-agents context-api rag vector-search vector-database llm generative-ai retrieval-augmented-generation rag-pipeline rag-chatbot ai-infrastructure langchain-alternative
-
Updated
Mar 16, 2026 - Python
AI-first manual checklist builder using PageIndex-style vectorless retrieval + local Gemma4 to generate grounded maintenance checklists with strict citations.
redis pageindex rag applied-ai document-ai local-llm rag-pipeline docker-model-runner vectorless-rag gemma4 maintenance-ai
-
Updated
Apr 22, 2026 - TypeScript
12-week, project-driven Obsidian curriculum: cloud/infra engineer → AI Agent/LLM engineer. Companion narrative + interview prep for shaneliuyx/agent-prep labs.
agent curriculum obsidian interview-prep pageindex rag pageindexer llm prompt-engineering llm-evaluation react-agent langgraph ragas graphrag tree-indices tree-structured-retrieval
-
Updated
Jun 22, 2026 - Python
Evidence RAG Citation traceability for high-stakes documents. Built on a private hybrid evidence retrieval engine.
-
Updated
Jun 15, 2026
Local-first MCP server for indexing and querying PDF/Markdown files using PageIndex — no cloud APIs required
markdown pdf typescript mcp pageindex document-search rag document-indexing local-llm ollama lm-studio claude-desktop model-context-protocol
-
Updated
May 15, 2026 - TypeScript
🔍 Empower efficient retrieval with PageIndex, a reasoning-based system that eliminates the need for vector databases and chunking for human-like results.
jquery agent pagination ai retrieval query-builder pager reasoning pageindex rag pageindexer qdrant llm vector-db agentic-ai financebench context-engineering zxb
-
Updated
Jul 12, 2026 - Jupyter Notebook
Implements a vectorless RAG architecture using PageIndex APIs and Groq LLMs, enabling efficient document retrieval and response generation without traditional vector databases.
-
Updated
Apr 9, 2026 - Jupyter Notebook
PostgreSQL extension for PageIndex: PDF/Markdown document trees, tree search, JSONB API (pageindex schema). C + Go c-shared bridge; PGXS; MIT licensed.
c markdown golang open-source pdf postgres json sql postgresql mupdf full-text-search tree-search jsonb pageindex postgres-extension document-processing pgxn database-extension neurondb
-
Updated
Mar 23, 2026 - Go
PageIndex RAG: Reasoning-based retrieval architecture replacing vector databases with hierarchical navigation
-
Updated
Feb 10, 2026
A fully private, local RAG system for selectable-text PDFs using hierarchical tree search and D3 spatial graphs.
react python indexing pageindex rag retrieval-systems fastapi local-first knowledge-graphs llm retrieval-augmented-generation ollama context-engineering
-
Updated
Jun 30, 2026 - Python
A vectorless RAG pipeline that navigates PDF documents using a PageIndex tree structure and Gemini 2.0 Flash — no vector database, just LLM-guided tree search with auto-cited answers.
-
Updated
Apr 22, 2026 - Jupyter Notebook
Improve this page
Add a description, image, and links to the pageindex topic page so that developers can more easily learn about it.
Add this topic to your repo
To associate your repository with the pageindex topic, visit your repo's landing page and select "manage topics."