15 articles

📰 Dev.to · Abhishek Gupta

Articles from Dev.to · Abhishek Gupta · 15 articles · Updated every 3 hours · View all reads

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Build a RAG application with LangChain and Local LLMs powered by Ollama
Dev.to · Abhishek Gupta 7mo ago
Build a RAG application with LangChain and Local LLMs powered by Ollama
Local large language models (LLMs) provide significant advantages for developers and organizations....
Vector embeddings made easy with Go, Azure Cosmos DB, and OpenAI
Dev.to · Abhishek Gupta 11mo ago
Vector embeddings made easy with Go, Azure Cosmos DB, and OpenAI
When working on applications that need vector/semantic/similarity search, it's often useful to have a...
Build generative AI applications in Go using Amazon Titan Text Premier model
Dev.to · Abhishek Gupta 1y ago
Build generative AI applications in Go using Amazon Titan Text Premier model
Use Amazon Titan Text Premier model with the langchaingo package In this blog I will walk you...
Maintain chat history in generative AI apps with Valkey
Dev.to · Abhishek Gupta 1y ago
Maintain chat history in generative AI apps with Valkey
Integrate Valkey with LangChain A while back I wrote up a blog post on how to use Redis as a chat...
Getting started with Valkey using JavaScript
Dev.to · Abhishek Gupta 1y ago
Getting started with Valkey using JavaScript
Run existing Redis apps with Valkey and learn how to use it with LangChain Valkey is an open...
Vector Databases for generative AI applications
Dev.to · Abhishek Gupta 1y ago
Vector Databases for generative AI applications
How to overcome LLM limitations using Vector databases and RAG I first shared this blog from my...
How to use Retrieval Augmented Generation (RAG) for Go applications
Dev.to · Abhishek Gupta 1y ago
How to use Retrieval Augmented Generation (RAG) for Go applications
Implement RAG (using LangChain and PostgreSQL) to improve the accuracy and relevance of LLM...
Build a Streamlit app with LangChain and Amazon Bedrock
Dev.to · Abhishek Gupta 2y ago
Build a Streamlit app with LangChain and Amazon Bedrock
Use ElastiCache Serverless Redis for chat history, deploy to EKS and manage permissions with EKS Pod...
Using IAM authentication for Redis on AWS
Dev.to · Abhishek Gupta 2y ago
Using IAM authentication for Redis on AWS
How to securely connect your Go applications to Amazon MemoryDB (or ElastiCache) for Redis using...
Go and Redis, Better Together 🤝
Dev.to · Abhishek Gupta 2y ago
Go and Redis, Better Together 🤝
I recently presented this talk at the Conf42 Golang 2023 and I thought it might be a good idea to...
Using Redis on Cloud? Here are ten things you should know
Dev.to · Abhishek Gupta 3y ago
Using Redis on Cloud? Here are ten things you should know
Its hard to operate stateful distributed systems at scale and Redis is no exception. Managed...