nowfound

AI · November 3, 2025

Cerno Insight

AI-powered retrieval turning your docs into clear knowledge.

Visit site ↗Alternativestop 19% of November 2025

What it does

Cerno Insight is a RAG-powered AI platform for multi-format document processing, including PDFs, Office files, text, HTML, and images via OCR. It offers intelligent triage modes for efficient handling of small and large documents. Features hybrid search (BM25 + FAISS), GPU-accelerated reranking, query expansion, multi-language support, and batch processing. Built on FastAPI, it leverages Gemini LLMs, embeddings, and optimized caching for high-performance, scalable retrieval and analysis.

Does a similar job

all alternatives →
  • Theneo2022 · ▲409

    Build Stripe-like API docs in just a few clicks

  • Breyta.ai2025 · ▲440

    Extract key insights from multiple files — instantly.

  • DOConvert2024 · ▲177

    Intelligence document processing platform that extracts data

  • OA
    OSS AI agent that indexes and searches the Epstein filesJan 2026 · epstein.trynia.ai · ▲211

    Hi HN, I built an open-source AI agent that has already indexed and can search the entire Epstein files, roughly 100M words of publicly released documents. The goal was simple: make a large, messy corpus of PDFs and text files immediately searchable in a precise way, without relying on keyword search or bloated prompts. What it does: - The full dataset is already indexed - You can ask natural language questions - Answers are grounded and include direct references to source documents - Supports both exact text lookup and semantic search Discussion around these files is often fragmented. This…

  • DA
    Demystifying Advanced RAG Pipelines2023 · github.com · ▲131

    I've built an advanced RAG (Retrieval-Augmented Generation) pipeline from scratch to demystify the complex mechanics of modern LLM-powered Question Answering systems. This repository features: -- An implementation of a sub-question query engine from scratch to answer complex user questions. -- Illustrative explanations that unveil the inner workings of the system. -- An analysis of the challenges I faced while working with the system, like prompt engineering and cost estimation. -- Qualitative comparison with similar frameworks like LlamaIndex, offering a broader perspective. Key Takeaway:…

  • ThirdAI PocketLLM2024 · ▲109

    Personalized search and Q&A with AI on your own documents

More ai this month

the category →
  • I trained a 125M-parameter transformer to autocomplete piano performances in real time (~108 notes/sec on an iPhone 15). The idea is basically GitHub Copilot or Tabnine, except instead of prompting it with code, you prompt it by playing a few notes on a MIDI piano. The model then continues what you played, entirely on-device. The app is free if anyone wants to try it. Happy to answer questions about the model, training, Core ML, or the many things that didn't work.

    AI · 18d ago · simedw.com

  • Astute585

    Automate your B2B brand going viral, with new media creators

    AI · 19d ago · company-app.joinastute.com

  • Grok Bot547

    AI teammates that you can give real work to

    AI · 26d ago · x.ai

  • Hey HN, Henry from Cactus here! We previously released Cactus Needle, a 14MB agentic LLM for tool call, device use, and structured extraction for phones, wearables, smart homes, small robots and microcontrollers. We got really great feedback here, and have now incorporated the suggestions to release Needle 2. The whole model is a single 14MB binary that runs a full session in 28MB of RAM; 45m parameters at 2bit compression. Needle hits 500 tokens/sec decode speed on a Raspberry Pi 5, sits between 400-1,500 tokens/sec on VR devices like Meta Quest 3S and Apple Vision Pro, and ranges…

    AI · 27d ago · cactuscompute.com

  • Monid475

    One wallet, every paid tool your agent needs

    AI · 7d ago · monid.ai

  • Turn website visitors into qualified pipeline

    AI · 20d ago · clarasdr.ai

Launched alongside, November 2025

the whole month →
  • Guideflow1,341

    The AI demo automation platform for SaaS

    AI · Nov 2025 · guideflow.com

  • IB

    Life & fun · Nov 2025 · bitsnpieces.dev

  • Welltory1,030

    Stop energy drain

    Work · Nov 2025 · welltory.com

  • Gemini 31,007

    Bring any idea to life with multimodal capabilities

    AI · Nov 2025 · blog.google

  • TrustMRR836

    The database of verified startup revenues

    Growth · Nov 2025 · trustmrr.com

  • B
    Boing782

    Life & fun · Nov 2025 · boing.greg.technology