API Integration | microsoft/EpiCoder | DeepWiki
This document provides detailed technical information about the API Integration layer within the EpiCoder system. The API Integration component serves as the central interface for all …
Build a Scalable Inference Pipeline for Serving LLMs and RAG …
Jul 23, 2024 · First, we will design the architecture of an LLM & RAG inference pipeline based on microservices, separating the ML and RAG business logic into two layers. Secondly, we will …
Naturally interact with your APIs using Local LLM.
Sep 10, 2023 · LLM: Interacting with APIs. High level solution diagram. Tools and frameworks required to achieve the goal. This API is for searching movies. query | string | Pass a text …
Large Language Model (LLM) API: Full Guide 2024 - Medium
Apr 30, 2024 · Use an API gateway to centralize and streamline LLM API integration. This helps manage authentication, rate limiting, and request routing efficiently.
GitHub - ecemkaraman/llm-pipeline-framework: This repo serves …
This repository breaks down the LLM pipeline step by step, helping you understand how AI models process, generate, and optimize text responses. Instead of seeing LLMs as a black …
Building Effective LLM Pipelines: A Comprehensive Guide
Dec 1, 2024 · Each stage of the pipeline plays a critical role in ensuring that the large language model (LLM) operates effectively and efficiently. Let’s explore these components in greater …
Comprehensive Guide to Integrating Tools and APIs with ... - Mercity
In this article we will cover how you can integrate tools and third-party APIs with GPT-4 using function calling, prompting techniques, and other methods. Language Models are obviously …
RAG Pipeline Diagram: How to Augment LLMs With Your Data
Sep 19, 2024 · The Retrieval Augmented Generation (RAG) pipeline is essential for boosting your large language model (LLM) with additional data sources. A RAG pipeline helps the LLM …
How to Design APIs for LLMs
Sep 22, 2023 · Making APIs more “LLM-friendly” will be imperative for sustainable success. To get there, however, we need to make some considerations and adopt some strategies. Below, …
LLM-Supported Data Pipeline Construction: An Iterative Approach
Jul 24, 2023 · To streamline the process of constructing a data pipeline with the support of an LLM, I have developed a respective iterative methodology, an example of which can be found …