vijai sundaram

@UC4nxQ8PL-pJtlk8UUySAiNQ - 190 subscribers

exploring the future of data with ai.

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I vibe-coded a subtitle app in one sitting

I vibe-coded a subtitle app in one sitting vijai sundaram

50 views - 4 days ago

Text to SQL using LLMs #14 - Building the Context Fetch Node | LangGraph

Text to SQL using LLMs #14 - Building the Context Fetch Node | LangGraph vijai sundaram

80 views - 1 month ago

Text to SQL using LLMs #13 - Fixing Partial Matches + Smarter Query Prep | LangGraph

Text to SQL using LLMs #13 - Fixing Partial Matches + Smarter Query Prep | LangGraph vijai sundaram

31 views - 1 month ago

Text to SQL using LLMs #12 - Building the Verifier Node | LangGraph

Text to SQL using LLMs #12 - Building the Verifier Node | LangGraph vijai sundaram

60 views - 1 month ago

Text to SQL using LLMs #11 - Structuring Into LangGraph Nodes + Adding Query Prep | LangGraph

Text to SQL using LLMs #11 - Structuring Into LangGraph Nodes + Adding Query Prep | LangGraph vijai sundaram

38 views - 1 month ago

Text to SQL using LLMs #10 - Making the Semantic Layer Searchable | LangGraph

Text to SQL using LLMs #10 - Making the Semantic Layer Searchable | LangGraph vijai sundaram

90 views - 1 month ago

Text to SQL using LLMs #9 - Building the Semantic Layer | LangGraph

Text to SQL using LLMs #9 - Building the Semantic Layer | LangGraph vijai sundaram

105 views - 1 month ago

Text to SQL using LLMs #8 - Time to Revamp | LangGraph

Text to SQL using LLMs #8 - Time to Revamp | LangGraph vijai sundaram

262 views - 1 month ago

RAG with LangGraph #15 - Agentic RAG using Self-RAG

RAG with LangGraph #15 - Agentic RAG using Self-RAG vijai sundaram

23 views - 2 months ago

I built a free Wispr Flow alternative

I built a free Wispr Flow alternative vijai sundaram

71 views - 2 months ago

RAG with LangGraph #14 - Agentic RAG using CRAG

RAG with LangGraph #14 - Agentic RAG using CRAG vijai sundaram

42 views - 2 months ago

Why I'm Building Apps With AI (And You Should Too)

Why I'm Building Apps With AI (And You Should Too) vijai sundaram

32 views - 2 months ago

RAG with LangGraph #13 - Retrieval Enhancement with Maximal Marginal Relevance (MMR)

RAG with LangGraph #13 - Retrieval Enhancement with Maximal Marginal Relevance (MMR) vijai sundaram

113 views - 2 months ago

RAG with LangGraph #12 - Retrieval Enhancement with Reranking

RAG with LangGraph #12 - Retrieval Enhancement with Reranking vijai sundaram

59 views - 2 months ago

RAG with LangGraph #11 - Context Enrichment with Contextual Compression

RAG with LangGraph #11 - Context Enrichment with Contextual Compression vijai sundaram

76 views - 3 months ago

RAG with LangGraph #10 - Context Enrichment with Semantic Chunking

RAG with LangGraph #10 - Context Enrichment with Semantic Chunking vijai sundaram

66 views - 3 months ago

RAG with LangGraph #9 - Context Enrichment with Context Window Enhancement

RAG with LangGraph #9 - Context Enrichment with Context Window Enhancement vijai sundaram

50 views - 3 months ago

RAG with LangGraph #8 - Context Enrichment with Contextual Chunk Headers (CCH)

RAG with LangGraph #8 - Context Enrichment with Contextual Chunk Headers (CCH) vijai sundaram

42 views - 3 months ago

RAG with LangGraph #7 - Optimizing Queries with Hypothetical Prompt Embeddings (HyPE)

RAG with LangGraph #7 - Optimizing Queries with Hypothetical Prompt Embeddings (HyPE) vijai sundaram

45 views - 3 months ago

RAG with LangGraph #6 - Optimizing Queries with Hypothetical Document Embedding (HyDE)

RAG with LangGraph #6 - Optimizing Queries with Hypothetical Document Embedding (HyDE) vijai sundaram

80 views - 4 months ago

Reddit Thread Analyzer with LangGraph #5 - Building v4 with Archetype-Aware Reasoning

Reddit Thread Analyzer with LangGraph #5 - Building v4 with Archetype-Aware Reasoning vijai sundaram

41 views - 4 months ago

Reddit Thread Analyzer with LangGraph #4 - Building v3 with Comment Filtering

Reddit Thread Analyzer with LangGraph #4 - Building v3 with Comment Filtering vijai sundaram

23 views - 4 months ago

Reddit Thread Analyzer with LangGraph #3 - Creating the v2 Graph Workflow

Reddit Thread Analyzer with LangGraph #3 - Creating the v2 Graph Workflow vijai sundaram

62 views - 4 months ago

Reddit Thread Analyzer with LangGraph #2 - Building the v1 Baseline with Reddit JSON

Reddit Thread Analyzer with LangGraph #2 - Building the v1 Baseline with Reddit JSON vijai sundaram

51 views - 4 months ago

Reddit Thread Analyzer with LangGraph #1 - Project Overview & Build Plan

Reddit Thread Analyzer with LangGraph #1 - Project Overview & Build Plan vijai sundaram

166 views - 4 months ago

RAG with LangGraph #5 - Optimizing Queries with Subqueries

RAG with LangGraph #5 - Optimizing Queries with Subqueries vijai sundaram

73 views - 4 months ago

RAG with LangGraph #4 - Optimizing Queries for Better Retrieval

RAG with LangGraph #4 - Optimizing Queries for Better Retrieval vijai sundaram

106 views - 5 months ago

RAG with LangGraph #3 - Building a Basic RAG Workflow

RAG with LangGraph #3 - Building a Basic RAG Workflow vijai sundaram

81 views - 5 months ago

RAG with LangGraph #2 - Core Components of RAG

RAG with LangGraph #2 - Core Components of RAG vijai sundaram

135 views - 5 months ago

RAG with LangGraph #1 - Why, What, and How RAG Works

RAG with LangGraph #1 - Why, What, and How RAG Works vijai sundaram

132 views - 5 months ago

LangSmith - Prompt Engineering with the Playground

LangSmith - Prompt Engineering with the Playground vijai sundaram

111 views - 5 months ago

Text to SQL using LLMs #7 - Adding SQL Validator Node (v6) | LangGraph

Text to SQL using LLMs #7 - Adding SQL Validator Node (v6) | LangGraph vijai sundaram

240 views - 7 months ago

LangSmith - Running Experiments

LangSmith - Running Experiments vijai sundaram

76 views - 7 months ago

Text-to-SQL Using LLMs #6 - Test Dataset & Evaluations | LangGraph

Text-to-SQL Using LLMs #6 - Test Dataset & Evaluations | LangGraph vijai sundaram

560 views - 7 months ago

LangSmith - Evaluators

LangSmith - Evaluators vijai sundaram

113 views - 7 months ago

LangSmith - Creating Datasets for Evaluations

LangSmith - Creating Datasets for Evaluations vijai sundaram

167 views - 7 months ago

Text to SQL using LLMs #5 - Improvement Ideas & Next Steps | LangGraph

Text to SQL using LLMs #5 - Improvement Ideas & Next Steps | LangGraph vijai sundaram

224 views - 7 months ago

LangSmith - Observability with RAG Workflow

LangSmith - Observability with RAG Workflow vijai sundaram

97 views - 7 months ago

LangSmith - Observability with Multi-Step Conversations

LangSmith - Observability with Multi-Step Conversations vijai sundaram

34 views - 7 months ago

LangSmith - Observability with Tool Calling

LangSmith - Observability with Tool Calling vijai sundaram

59 views - 7 months ago

LangSmith - Observability with a Simple LLM Workflow

LangSmith - Observability with a Simple LLM Workflow vijai sundaram

140 views - 7 months ago

Prompting Techniques - Chain-of-Thought

Prompting Techniques - Chain-of-Thought vijai sundaram

19 views - 7 months ago

Prompting Techniques - Zero-shot Prompting & Few-shot Prompting

Prompting Techniques - Zero-shot Prompting & Few-shot Prompting vijai sundaram

56 views - 7 months ago

Prompting Techniques - Introduction

Prompting Techniques - Introduction vijai sundaram

31 views - 7 months ago

Text to SQL using LLMs #4 - Removing the Router Agent & Adding Modular Nodes (v5) | LangGraph

Text to SQL using LLMs #4 - Removing the Router Agent & Adding Modular Nodes (v5) | LangGraph vijai sundaram

169 views - 7 months ago

Text to SQL using LLMs #3 - Introducing the Router Agent (v4) | LangGraph

Text to SQL using LLMs #3 - Introducing the Router Agent (v4) | LangGraph vijai sundaram

535 views - 7 months ago

Text to SQL using LLMs #2 - Building a Smarter Knowledge Base (v3) | LangGraph

Text to SQL using LLMs #2 - Building a Smarter Knowledge Base (v3) | LangGraph vijai sundaram

544 views - 7 months ago

Text to SQL using LLMs #1 - First Prototype + Schema Setup (v1 & v2 ) | LangGraph

Text to SQL using LLMs #1 - First Prototype + Schema Setup (v1 & v2 ) | LangGraph vijai sundaram

983 views - 7 months ago