True if you round-trip through OCR to markdown, that's where the token cost piles up. But PixelRAG skips that. The screenshot gets embedded straight into a vector for retrieval, no image to text step in the pipeline. The VLM only reads pixels at the end, on the few tiles it
TOOLS
-
Two-month pinned threads and recall of important elements
By
–
Yeah! I had pinned threads that continued for more than two months and codex still remembers all the important elements. Otherwise, it searches for important elements by scanning the session itself.
-
PixelRAG: skip HTML parsing, screenshot for RAG
By
–
STOP PARSING HTML FOR RAG. JUST SCREENSHOT IT Researchers from UC Berkeley just released PixelRAG, an open-source system that skips HTML parsing entirely. Why is it changing web scraping for good? Well, instead of scraping a page into text and embedding chunks: #1 it
-
Run a Local LLM with OpenClaw on Your Mac Mini
By
–
Run a Local LLM with OpenClaw on Your Mac Mini! #BigData #Analytics #DataScience #AI #MachineLearning #NLProc #LLM #IoT #IIoT #PyTorch #Python #RStats #TensorFlow #Java #JavaScript #ReactJS #GoLang #CloudComputing #Serverless #DataScientist #Linux #Programming #Coding
-
Building LLM Applications with DSPy
By
–
Building LLM Applications with DSPy! #BigData #Analytics #DataScience #AI #MachineLearning #NLProc #LLM #IoT #IIoT #PyTorch #Python #RStats #TensorFlow #Java #JavaScript #ReactJS #GoLang #CloudComputing #Books #Serverless #DataScientist #Linux #Programming #Coding #100DaysofCode
-
Machine Learning Predicts Heating Values for Municipality
By
–
Machine Learning Based Prediction of Heating Values for Municipality! #BigData #Analytics #DataScience #AI #IoT #IIoT #Python #RStats #TensorFlow #JavaScript #ReactJS #CloudComputing #Serverless #DataScientist #Linux #Programming #Coding #100DaysofCode https://
geni.us/Heat-Muncipali
ty
… -
Revolutionary periodic table of machine learning methods from MIT, Google, Microsoft
By
–
More than 20 machine learning methods in a revolutionary periodic table from MIT, Google, Microsoft! #BigData #Analytics #DataScience #AI #MachineLearning #NLProc #IoT #IIoT #PyTorch #Python #RStats #TensorFlow #Java #JavaScript #ReactJS #GoLang #CloudComputing
-
ColBERT more accurate than embedding model with long tool descriptions and prompts
By
–
Yes, it also works well with the embedding model, but ColBERT is a bit more accurate thanks to long tool descriptions + prompts.
-
Building an AI to read AI people and companies on X
By
–
Yes, that's why I built an AI to read all the AI people and companies here on X. To help find the interesting stuff:
-
Leve: filesystem-first durable agent framework built on LangGraph
By
–
Very cool work from @jit_infinity:
— Harrison Chase (@hwchase17) 20 juin 2026
🔥Leve: filesystem-first, durable agent framework built on LangGraph.
You describe an agent as a directory of files. Leve compiles that directory into an agent and runs it
Inspired by Vercel's Evehttps://t.co/cfWpii90Yn pic.twitter.com/S7FhJEirITVery cool work from @jit_infinity
: Leve: filesystem-first, durable agent framework built on LangGraph. You describe an agent as a directory of files. Leve compiles that directory into an agent and runs it Inspired by Vercel's Eve https://
github.com/prasanjit101/L
eve
…