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ashishachopra/README.md

πŸŽ–οΈ GUNNER LinkedIn Email

Architect | Engineer | Open-Source Contributor

Gunner

now

πŸ’» Tech Coverage


AWS AZURE GCP Docker Podman Confluent Websocket
AI ML GenAI DeepLearning Agents Graph GraphRAG Vector
Snowflake Databricks Teradata PostgreSQL Redis
Python PyTorch R Spark Scala Go TypeScript Java
React Next.js Node.js Flutter FastAPI GraphQL Spring Boot

πŸ“Š Contributions




now


πŸš€ Concepts

Project Description
Concepts Basic Concepts AI/ML, GENAI, Graph-Ontology, Vectors, Models & Evaluations
GenAI Guides A one stop repository for GENAI research, updates, notebooks and much more!
Agent Skills Agent skills from official community, compatible with Claude Code, Codex, Gemini CLI, Cursor, and more.
Knowledge Books Collection of manuals, cheatsheets, blogs, hacks, one-liners, cli/web tools and more.
Ontology Docs Ontology
Snowflake Bible Links to some great articles, guides and minds doing awesome work on Snowflake
Databricks Bible Links to some great articles, guides and minds doing awesome work on Teradata
Teradata Bible Links to some great articles, guides and minds doing awesome work on Databricks
GraphDB BenchMarking GraphDB BenchMarking - Neo4j vs Amazon Neptune vs Titan vs TigerGraph vs JanusGraph vs Arangodb
RAG Advanced LLM-based chatbots for Q&A using LLM agents, and Retrieval Augmented Generation (RAG) and with different databases. (VectorDB, GraphDB, SQLite, CSV, XLSX, etc.)

πŸš€ Great Work Going Around

The world is full of brilliant minds, Each person you meet knows something you don’t

Project Description
NVIDIA NVIDIA world
Anthropic ANTHROPIC
LXGIC Studios They make open source CLI tools and full-stack products. The CLI tools all run with npx. No global installs, no config files, no accounts needed
Onyx Open Source AI Platform - AI Chat with advanced features that works with every LLM
iMoonLabs A research group at Tsinghua University, School of Software
AutoGPT Build, deploy, and run AI agents that carry out complete workflows
HeadRoom Context compression layer for AI agents
Snowflake Snowflake
Databricks,
DatabricksSolutions,
Ontobricks
Databricks
Teradata Teradata
Neo4j Neo4jj - Public, Open Source Contributions to the Neo4j Ecosystem
Tigergraph,
TG-OpenSource
TigerGraph
OpenTelemetry,
OpenObserve,
Jaeger,
Zipkin
Observability & More
Linkerd,
HashiCorp,
NGINX
Service Mesh & More

πŸ”§ Working Prototypes - Follow, Reimagine & Rebuild / Reuse

Project Description
Python All Algos All Algorithms implemented in Python
Agent Sheild AI agent security scanner. Detect vulnerabilities in agent configurations, MCP servers, and tool permissions
AutoGPT AutoGPT - build, deploy, and run AI agents that carry out complete workflows.
PyRIT Python Risk Identification Tool for generative AI (PyRIT) - open source framework built to identify risks in GenAI systems
JEV,
JEV Repos,
JEV On Everything-SQL,
JEV On PG,
JEV On PGVariant,
JEV On DuckDB
Use cases, patterns, prompts, and starter code for TypeSafe Jev
PenTest AI - Strix Open-source AI penetration testing tool to find and fix vulnerabilities
Claude E2E,
Claude Design,
Claude SDK & Plugin,
Claude Skills
Claude E2E - SDK, Plugins, Design, Skills
Claude Rebuild,
Claude Rebuild PYRUST
Claude Source Code rebuilt into a runnable CLI & Python Porting
Claude FSI Anthropic - Fin Services Solution
Claude Superpower,
Skills for Claude Superpower,
Plugin for Claude Superpower
Agentic skills framework & software development methodology
Nvidia Skills,
Nvidia Ontology,
Nvidia Ontology Evaluations
Awesome NVIDIA
Google Research FM - Timeseries TimesFM pretrained forecasting
Prompt Engineering Tutorials and Implementations for Prompt Engineering techniques, ranging from fundamental concepts to advanced strategies
LLM Benchmarks LLM Performance Benchmarking
Headroom,
Onyx,
MCP Servers,
Web LLM
Headroom-LLM Token Reduction, ONYX-OpenSource AI Platform, MCP-Servers, WEB-LLM-InBrowser LLM Inference Engine
Soup LLM Fine-tune LLMs from one YAML. Layer streaming - LLM Training
LLM HandsOn,
LLM Binaries,
vLLM Recipes,
AI Engineering
LLM Recipes, Binaries, LLMs-RAGs-AIAgent apps
GenAI,
GenAI Agents,
Python,
LangChain,
DockerCompose,
NLP,
AIAgents
Collection of multiple awesome GenAI, Python, LangChain, DockerCompose, NLP, AIAgents Solutions
RAG,
RAG Flow,
Open RAG,
Advance RAG,
Advance RAG Details,
RAG, Vectors, LLM,
Advance RAG Cookbook,
Advance RAG & LLM,
Advance RAG Tech
Everything about RAG, Advanced RAG
ML, Deep learning, NLP 100+ AI Machine learning Deep learning Computer vision NLP Projects with code
ML Projects Machine Learning Projects
Neo4j Skills,
Neo4j GDS Agents
Neo4J Projects
TigerGraph E2E,
TigerGraph GSQL,
TigerGraph ML,
TigerGraph GraphRAG,
TigerGraph FraudDetection
Tiger Graph Projects
GraphQL Awesome list of GraphQL
Ontology E2E,
Ontology RAG,
CovertToOntology
Ontology
Kimi Moonshots model,
Molbot OpenClaw AIAssistant,
Wraps Oz AIAgent Workspace,
MicroFish SwarmIntelligenceEngine
Random Others - Platforms, Models
Agentic OSINT A real-time agentic intelligence-gathering platform - autonomous web scraping & OSINT
Agentic OSINT Hunt down social media accounts by username across social networks

πŸ“Œ JFF

Project Description
Snowflake SnowflakeML-Examples
Databricks DatabricksML-Examples
Teradata TeradataML-Examples
AML-FCrime-AI AML compliance - AI/ML Solution with OpenAI integration
ISO Parser-Java JAVA - parser for ISO 20022 messages
ISO Parser-Python PYTHON PYISO20022 - parser for ISO 20022 messages
ISO Parser-Rust RUST - parser for ISO 20022 messages
Anamoly Detection Anomaly detection related books, papers, videos, and toolboxes
OpenBanking,
OpenBanking Demo
AUS Open Banking

πŸ’‘"Code is like humor. When you have to explain it, it’s bad."

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