Sakalya Mitra (@sakalya21)

Integrating Google Authentication with FastAPI: A Step-by-Step Guide

In this blog, we’ll walk through the process of enabling Google Authentication for a backend API system built using FastAPI. FastAPI has emerged as a popular choice for developing advanced GenAI applications and we at FutureSmart AI use it regularly ...

1Jan 16, 2025 · 25 min readblog.futuresmart.ai

Building RAG Applications Without LangChain or LlamaIndex

Introduction In recent months, Retrieval Augmented Generation (RAG) has emerged as a powerful pattern for enhancing Large Language Models (LLMs) with private or domain-specific knowledge. While frameworks like LangChain and LlamaIndex have made RAG i...

Oct 29, 2024 · 13 min readblog.futuresmart.ai

Running Small Language Models with HuggingFace, Ollama, and LM Studio

In the ever-evolving landscape of artificial intelligence, a new player has emerged that's challenging the notion that bigger is always better. Small Language Models (SLMs), a category of AI models that are proving that sometimes, less really is more...

Oct 18, 2024 · 11 min readblog.futuresmart.ai

Master RAG with LangChain: A Practical Guide

Introduction In the realm of Natural Language Processing (NLP), the quest for more human-like text comprehension and generation has led to innovative breakthroughs. One such advancement is the Retrieval-Augmented Generation (RAG) framework, which com...

Jun 20, 2024 · 42 min readblog.futuresmart.ai

Sakalya Mitra

About

Available for

Sakalya Mitra's blogs

Integrating Google Authentication with FastAPI: A Step-by-Step Guide

Building RAG Applications Without LangChain or LlamaIndex

Running Small Language Models with HuggingFace, Ollama, and LM Studio

Master RAG with LangChain: A Practical Guide

Sakalya Mitra

About

Available for

Sakalya Mitra's blogs

Integrating Google Authentication with FastAPI: A Step-by-Step Guide

Building RAG Applications Without LangChain or LlamaIndex

Running Small Language Models with HuggingFace, Ollama, and LM Studio

Master RAG with LangChain: A Practical Guide

Sakalya Mitra

About

Available for

Sakalya Mitra's blogs

Integrating Google Authentication with FastAPI: A Step-by-Step Guide

Building RAG Applications Without LangChain or LlamaIndex

Running Small Language Models with HuggingFace, Ollama, and LM Studio

Master RAG with LangChain: A Practical Guide

Search Hashnode

Sakalya Mitra

About

Available for

Sakalya Mitra's blogs

Integrating Google Authentication with FastAPI: A Step-by-Step Guide

Building RAG Applications Without LangChain or LlamaIndex

Running Small Language Models with HuggingFace, Ollama, and LM Studio

Master RAG with LangChain: A Practical Guide