Document digitization has long been a multi-step problem: first figure out the layout, then extract the text, and finally try to recreate the structure. For large vision-language models (LVLMs), this …
Category:
AI Tools
-
-
AI Tools
Google AI Introduces Static: A Sparse Matrix Framework That Delivers 948x Faster Controlled Decoding for LLM-Based Generative Retrieval
In industrial recommendation systems, the shift towards Generative Retrieval (GR) Traditional embedding-based nearest neighbor search is being replaced by large language models (LLMs). These models represent objects Semantic ID (SID)—discrete …
-
AI Tools
How to Design a Production-Grade Multi-Agent Communication System Using Langgraph Structured Message Bus, ACP Logging, and Persistent Shared State Architecture
In this tutorial, we build an advanced multi-agent communication system using a structured message bus architecture powered by Langgraph and Pydentic. We define a strict ACP-style messaging schema that allows …
-
AI Tools
How to Create Interactive Geospatial Dashboards Using Folium with Heatmaps, Choropleths, Time Animations, Marker Clustering, and Advanced Interactive Plugins
def create_marker_cluster_map(): “””Create a map with marker clustering for large datasets””” np.random.seed(123) n_locations = 5000 lats = np.random.uniform(25, 49, n_locations) lons = np.random.uniform(-125, -65, n_locations) values = np.random.randint(1, 100, n_locations) …
-
Image by editor # value of docker Building autonomous AI systems is no longer just about inspiring a large language model. Modern agents coordinate multiple models, call external devices, manage …
-
When I joined Capital One in 2018, the product marketing function was essentially non-existent. We had talented people scattered throughout the organization doing product marketing work, but there was no …
-
AI Tools
Microsoft Research introduces CoreGen to manage multi-horizon tasks for autonomous AI agents using hierarchical planning and memory
Microsoft researchers have introduced corgenAn architecture-agnostic framework designed to manage the complexities of realistic organizational work through autonomous digital workers. While existing benchmarks evaluate AI agents on isolated, single tasks, …
-
AI Tools
Google AI recently released Nano-Banana 2: new AI model featuring advanced theme compatibility and sub-second 4K image synthesis performance
“In the growing race for ‘smaller, faster, cheaper’ AI, Google dropped a hefty payload. The tech giant officially unveiled nano-banana 2 (technically named gemini 3.1 flash image). Google is making …
-
-
AI Tools
How to build an elastic vector database with persistent hashing, sharing, and live ring visualization for RAG systems
def draw_ring(ring: ConsistentHashRing, dist: Dict(str, int), title: str): node_ids = sorted(ring.nodes.keys()) plt.figure(figsize=(8, 8)) ax = plt.gca() ax.set_title(title) if not node_ids: plt.text(0.5, 0.5, “Ring is empty”, ha=”center”, va=”center”) plt.axis(“off”) plt.show() return …