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Hi everyone, I'm building a local AI agent with Ollama and exploring dynamic PDF extraction. Since Ollama can't directly process PDFs, I'm extracting text and passing it via prompts. Should I use PDFPlumber, a vector database (RAG), or another approach for accurate document understanding? Guide me !

User seeks guidance on PDF processing methods for local AI agents built with Ollama, comparing approaches like PDFPlumber extraction, vector database RAG systems, and alternative techniques for accura

local-air-ollama

8 Jun 2026

Search: “models”

Constructing VAE Latent Spaces with Prescribed Topology

Contrastive Training with LLM-generated Near-Misses for Robust Code-Switching Speech Recognition

Deep Agents explained in <90 seconds by @sydneyrunkle

Discovering Interpretable Algorithms by Decompiling Transformers to RASP

Does Appearance Help? A Systematic Study of Image-Based Re-Identification in Online 3D Multi-Pedestrian Tracking

DSU-Net: An Attention-Enhanced Dense Skip U-Net for Breast Lesion Segmentation in Mammographic Images

Dual Latent Memory for Visual Multi-agent System

End-to-end encrypted ML inference with Amazon SageMaker AI and FHE

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Feasible Action Space Reduction for Quantifying Causal Responsibility in Continuous Spatial Interactions

Geometric-Aware Hypergraph Reasoning for Novel Class Discovery in Point Cloud Segmentation

Geometric Second-Order Feature Correlation Learning for Self-Supervised Speech Emotion Recognition

GOPAgen: Motion-Aware and Efficient Agentic Long-Video Understanding with Structural Memory and Hierarchical Reasoning

Heterogeneous Effects of Green Finance on Urban Decarbonization: Evidence from 285 Cities in China

HORUS: A Mixed Reality Interface for Managing Teams of Mobile Robots

i expect value for money to increase over time as competitive pressures force providers to lower prices. but in the short time, looks like t…

Inside the Visual Mind: Neuroscience-Motivated Concept Circuits for Interpreting and Steering Vision Transformers

KIT's Submission to Cross-Lingual Voice Cloning in IWSLT 2026

Learning All-Terrain Locomotion for a Planetary Rover with Actively Articulated Suspension

Learning to Execute Graph Algorithms Exactly with Graph Neural Networks

LLM-Augmented Digital Twin for Policy Evaluation in Short-Video Platforms

LLM-Guided Search for Deletion-Correcting Codes

London-based PhysicsX, which uses AI to design industrial parts like jet engines and semiconductors, raised a 300M Series C led by Temasek at a 2.4B valuation (Mark Bergen/Bloomberg)

LRMIL: Efficient Low-Resolution Multiple Instance Learning via High-Resolution Knowledge Distillation for Whole Slide Image Classification

Meaning in Order, Order in Meaning: Semantic R-precision for Keyphrase Evaluation

Measuring Agents in Production

Mind the Gap: Disentangling Performance Bottlenecks in Video Instance Segmentation

Network Recovery from Cascade Data: A Debiased Jacobian-Based Machine Learning Approach

Neuro-Symbolic Learning for Long-Horizon Task Planning Under Complex Logical Constraints

New paper on how AI agents are reshaping knowledge work. This is a nice economic read on where agents actually change knowledge work to meet…

Off-Policy Evaluation with Strategic Agents via Local Disclosure

OGA-AID: Clinician-in-the-loop AI Report Drafting Assistant for Multimodal Observational Gait Analysis in Post-Stroke Rehabilitation

On theCUBE Pod: Snowflake, Cisco and the race to control the AI stack

Optimal Control Approach for Non-prehensile Ball Juggling Using a 7-DoF Manipulator

Predictable Compression Failures: Order Sensitivity and Information Budgeting for Evidence-Grounded Binary Adjudication

Predicting Dynamic Map States from Limited Field-of-View Sensor Data

Probabilistic learning to perform pre-onset individualised prediction of disease severity: application to Veno Occlusive Disease

Quantifying Media Representation Dynamics Across 25 Years of News Reporting on Policing-related Deaths

Reactivity-Informed Machine Learning for Performance Prediction and Design Space Exploration of Alkali-Activated Slag

Semantic-Structural Alignment for Generative Pictorial Charts

Signal-Driven Observation for Long-Horizon Web Agents

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Telling stories, making Hanzi: AI-assisted co-creation with elderly migrants in urban China

The Capacity of Information-Theoretic Secure Aggregation in Federated Learning

Three-dimensional hydro-cluttered locomotion by an undulatory robot

Towards Unified Song Generation and Singing Voice Conversion with Accompaniment Co-Generation