Vectorless, Reasoning-Based Retrieval-Augmented Generation (RAG)
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Mar 26, 2026 - Python
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pageindex
Here are 56 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.
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Jun 30, 2026 - Python
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
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Jul 8, 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
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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
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Nov 4, 2025 - Zig
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
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Jun 22, 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
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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
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Apr 22, 2026 - TypeScript
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
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May 15, 2026 - TypeScript
Evidence RAG Citation traceability for high-stakes documents. Built on a private hybrid evidence retrieval engine.
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Jun 15, 2026
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.
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Apr 22, 2026 - Jupyter Notebook
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
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Sep 25, 2026 - Python
问道 wendao - high-performance knowledge and link-graph engine, AI RAG.
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Apr 2, 2026 - Rust
A free chatbot you run on your own server. Upload your documents, train a bot on them, and paste one line of code into your website. Visitors ask questions, and the bot answers using your documents.
php multi-tenant chatbot postgresql saas openai pageindex lead-capture rag ai-chatbot llm pgvector document-qa retrieval-augmented-generation laravel-free
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Oct 8, 2026 - PHP
🔍 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
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Oct 9, 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.
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Apr 9, 2026 - Jupyter Notebook
Local first AI assistant for your workspace & messaging. Zero data leakage, local storage, and fast CLI controls.
python open-source workflow embedding workflow-automation pageindex ai-agents contributions-welcome rag embedding-vectors llm-tools
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Sep 7, 2026 - Python
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
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Mar 23, 2026 - Go
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