Isabelle De Backerisabelle.hashnode.dev·Sep 15, 2023A journey from LLM Chains to Agents using Langchain (Part 1)Part 1 - Chains LLM Chains are used to statically link multiple LLM interactions to build complex functionality. The Langchain Python library provides a wrapper to connect LLMs and tools from different providers. The code of this blog is available he...Discuss·255 readslangchain
Ritobroto Sethrito.hashnode.dev·Sep 9, 2023Fine Tuning vs. RAG (Retrieval-Augmented Generation)There are two approaches to using large language models (LLMs) on our data: Fine-tuning RAG (Retrieval-Augmented Generation) Fine-tuning involves training an LLM on a specific task, such as question answering or summarization, using your data. RA...Discuss·2 likes·412 readsllm
Nandini Tatanandini-tata.hashnode.dev·Jul 17, 2023Parquet Files vs. CSV: The Battle of Data Storage FormatsHey there, fellow data enthusiasts! Have you ever wondered how massive amounts of data can be stored efficiently, making it easily accessible for analysis? Well, let me introduce you to the superheroes of data storage: Parquet files! Choosing the rig...Discuss·1 like·31 readsdata
Likhitha chempirical.hashnode.dev·Jun 18, 2023Speeding up Data Retrieval: How Multithreading Reduced FTP Access Time by 92%In this blog post, I will share how I significantly improved the efficiency of a code snippet that retrieves data from an FTP server. By implementing multithreading, I achieved parallel processing, resulting in a remarkable 92% reduction in the time ...Discuss·58 likes·153 readsmultithreading
SalesforceSherpasalesforcesherpa.hashnode.dev·May 23, 2023Query Five Levels of Parent-to-Child Relationships in SOQL QueriesIf you're a developer working with Salesforce, you're likely familiar with the powerful SOQL (Salesforce Object Query Language) tool. SOQL enables you to retrieve data from Salesforce's various objects, including parent and child objects. In this art...Discuss·47 readsParent-to-child relationships