Device Code Flow has been built into OAuth2 for years, originally designed for TVs and game consoles. It works just as well for a Docker container. It requires no credentials stored on the agent machine. It gives you narrow, revocable access that the agent cannot exceed. I have OpenClaw deployed in a sandboxed docker container … Continue reading Giving OpenClaw Secure Access to Cloud Services…
OpenflowSight is a Streamlit application for searching, filtering, and analyzing Openflow telemetry data, inspired by Azure App Insights Search UX. It’s a log explorer focused on Openflow telemetry. It helps you quickly identify relevant events, see when they spiked, and which processors were involved. Search, group similar events, and export results for deeper offline analysis. … Continue reading…
What I learned while creating Bookshelf (open source RAG Application) I had the opportunity to speak at the AllThingsOpen.ai 2025 Conference recently. It was a wonderful experience to learn from and share with so many amazing fellow presenters and attendees. All Things Open AI 2025 session recordings are available now. I spoke about several key … Continue reading Understanding RAG @ All Things…
I’m excited to announce the release of SPCHR. Pronounced as “speaker”. I know, I know. My apologies, it was too late at night and that’s the best I could come up with 😉 Key Features Getting Started Open Source SPCHR is released under the MIT License, and I welcome contributions from the community. Whether you’re … Continue reading SPCHR: Speech To Text App for Windows
Do you remember which one of those boxes in the garage has your old phone? Or that toy your child wants to play with again? Or the tripod you need for your weekend trip? Oh what about that massager that you could really use right now! You would probably have to dig through those boxes … Continue reading WhichBox – AI Assistant App
Bookshelf is a Generative AI application built as a rudimentary, but fairly capable, RAG implementation written in python. It can use an open source LLM model (running locally or in the cloud) or a GPT model via OpenAI’s API. Live demo – https://bookshelf.streamlit.app/ You will need your OpenAI api key for the demo. If you … Continue reading AI Powered Bookshelf
Creating the ideal prompt can be the key to transforming a less than average outcome into one that is remarkably relevant. Discovering the right prompt often involves numerous revisions and a method of trial and error. I felt the need to refer to my past attempts, modifications made to prompts, LLM models I tried and … Continue reading Iterative Prompt Engineering with LLMStudio
I have been delving into Advanced Prompt Engineering and Security techniques for Large Language Models (LLMs). As an exercise, I have created a custom GPT in ChatGPT to help practice spelling of English words. Spell It GPT is secured with Advanced Prompt Engineering techniques to guard against common attack vectors, including Direct Prompt Injection, Prompt … Continue reading Prompt Engineering…
You can get a free commemorative NFT if you met me at All Things Open Conference in Raleigh, NC. DM me at @ashtewari for the code to redeem your POAP NFT Visit https://app.poap.xyz/claim/ and enter your code Enter your Ethereum address (or ENS/Email) Check [Free minting on Gnosis] for free minting of NFT on xDAI … Continue reading Get an NFT at All Things Open 2022
Mythril is an open-source security analysis tool for EVM bytecode, courtesy of ConsenSys. It is also a component of their Security Analysis Service – Mythx. Mythril detects security vulnerabilities in smart contracts built for Ethereum and other EVM-compatible blockchains. Vulnerabilities found by Mythril are reported with reference to the weaknesses listed on the Smart Contract … Continue reading…