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Open Source

Quantization techniques, GGUF/EXL2 weights, local deployment, and permissive AI licensing.

Founder Story Open Source

TITAN v7: The Open-Source AI OS That Teaches Itself (2026 Guide)

TITAN v7 is an MIT-licensed open-source local-first AI agent framework (npm, 40K+ lifetime installs, July 2026) that features Muscle Memory — the first trustworthy automatic self-improvement in any agent framework. It co...

Deepak Bagada Deepak Bagada
5m read
Briefing Open Source

Llama Guard 3 Compliance Gateway: 5 Steps (2026)

A llama guard 3 compliance gateway is a safety architecture that uses LangGraph to route contract text through input and output validation nodes. By checking clauses against safety taxonomies and pgvector policy exceptio...

Deepak Bagada Deepak Bagada
13m read
Briefing Open Source

Vercel AI SDK Bidi Streams: Next.js 15 Guide (2026)

Vercel AI SDK bidi streams integration is an architectural pattern that establishes a persistent, bidirectional WebSocket connection between a Next.js 15 serverless backend and a React 19 frontend to exchange text and au...

Deepak Bagada Deepak Bagada
12m read
Deep Dive Open Source

Llama 4 Local Compliance Guide: 6 Setup Steps

Llama 4 local compliance is an offline document auditing pipeline that uses n8n v1.80, ChromaDB, and local Llama 4 models to verify legal contracts against corporate policies. The system processes files locally without t...

Deepak Bagada Deepak Bagada
13m read
Breaking Open Source

LlamaIndex Multi Modal RAG: Extract Visual Data in 30 Min

LlamaIndex multi modal RAG with Gemini 2.0 Flash provides an advanced system to extract visual data and text from complex documents. By indexing diagrams and text into a unified vector store, research teams reduce visual...

Deepak Bagada Deepak Bagada
9m read
Research Breakdown Open Source

How to Build a Financial RAG Synthesizer with LangGraph and Llama 3

A financial RAG synthesizer is an agentic AI system that uses LangGraph and Llama 3.1 to automate complex financial analysis by retrieving SEC filings, market data, and news sentiment in a stateful graph. Financial firms...

Deepak Bagada Deepak Bagada
3m read
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