Langchain: Conversational QA Tool with Gemini, Langchain, and Faiss - Part 2
Mejora el diseño de un sistema de QA conversacional utilizando Gemini, Langchain y Faiss para una gestión eficiente de la memoria y recuperación contextual.
Langchain: Conversational QA Tool with Gemini, Langchain, and Faiss - Part 2 (Español)
Aprende a mejorar la gestión de la historia y la conciencia contextual en chatbots utilizando Gemini, Langchain y Faiss.
Langchain: Conversational QA Tool with Gemini, Langchain, and Faiss - Spanish
Crea una herramienta de QA conversacional utilizando Langchain, Faiss y Gemini Pro para construir una base de conocimientos a partir de documentos PDF legales.
LLM4Shell - Discovering and Exploiting RCE Vulnerabilities in LLM-Integrated Frameworks
Uncover critical RCE vulnerabilities in LLM-integrated frameworks and apps. Learn automated exploitation methods, potential impacts, and essential mitigation strategies for securing AI-powered systems.
ETL with Meltano and Singer in the LLM Era
Explore how traditional ETL tools like Singer and Meltano can enhance data pipeline management for LLM applications, addressing production-level challenges beyond basic LangChain capabilities.
Document Similarity Using Langchain, OpenAI Embeddings, and Neo4J
Explore document similarity using Langchain, Neo4j, and OpenAI embeddings. Learn practical techniques for machine learning and data science applications.
Creating Synthetic Data with Langchain, OpenAI, and Faker
Generate synthetic data using Langchain, OpenAI, and Faker for data science and machine learning applications. Learn powerful techniques to create realistic datasets.
Neo4J Knowledge Graph Builder App with Langchain, OpenAI, and Gemini
Build knowledge graphs from unstructured data using Neo4J's Knowledge Graph Builder App with AI integration for efficient data extraction and visualization.
Langchain: How to Run Sequential and Parallel Chains
Explore sequential and parallel Langchain chains for advanced machine learning workflows. Master techniques to enhance data processing and model performance.
Building the Ultimate Hybrid Search with Qdrant - A Hands-on Tutorial
Master advanced semantic search techniques by transforming dense embedding pipelines into hybrid systems with Qdrant's latest features, including ColBERT models and universal search endpoints.
Langchain- Auto Evaluate LLMs and Agents- OpenAI GPT-3 Evaluation Using Langchain and Custom Prompts
Evaluate LLM and agent performance using Langchain, custom prompts, and Huggingface datasets. Learn to create environments, review code, and assess OpenAI GPT-3 capabilities.
Python AI Agent Tutorial - Build a Coding Assistant with RAG and LangChain
Build a custom AI coding assistant using Python, RAG, and LangChain. Learn to create a GitHub helper that can query information and assist with coding tasks in under an hour.
Quarkus Meets AI - Build Your Own LLM-Powered Application
Explore building AI applications with LLMs using Quarkus and Langchain4j. Learn data ingestion strategies and integration with Apache Camel for comprehensive resource utilization.
Building LLM-Powered Java Applications with LangChain4j
Explore LangChain4j to create AI-powered Java applications using LLMs. Learn to build chatbots, process unstructured data, and automate tasks with various AI services and tools. Gain hands-on experience with key integrations and fundamental concepts.
Quarkus Meets AI - Build Your Own LLM-Powered Application
Explore building AI applications with LLMs using Quarkus and Langchain4j. Learn data ingestion strategies and integration with Apache Camel for comprehensive resource utilization in Java-based AI development.
Leveraging LLMs and LangGraph for Flight Data Retrieval
Discover how FlightAware combines LLMs and LangGraph to create an intelligent chatbot interface for flight searches, featuring practical implementation examples and workflow orchestration techniques.
Build Your Own AI Chatbot with OpenAI and LangChain
Master the creation of AI chatbots using OpenAI and LangChain through hands-on guidance. Learn API interactions, conversation state management, and practical implementation techniques for building intelligent conversational agents.
Building LLM Applications with LangChain - From Chatbots to Database Assistants
Master LangChain framework fundamentals and build practical applications with large language models, including document-based Q&A chatbots and natural language database query assistants.
Chunking Strategies for Retrieval Augmented Generation (RAG) with LangChain and LlamaIndex
Master text chunking techniques for RAG systems using LangChain and LlamaIndex, covering fixed-size, recursive, document, and semantic approaches to optimize LLM performance.
Building a RAG Pipeline with LangChain and ChromaDB for Email-Based Chat Applications
Master practical RAG implementation with LangChain and ChromaDB to build an intelligent email-based chatbot system using vector stores, text splitters, and LLM integration.
DSPy: Building Self-Improving Language Model Pipelines - Beyond LangChain Templates
Explore DSPy's innovative approach to building self-improving LLM pipelines, featuring automatic prompt engineering and graph-based optimization - moving beyond traditional prompt templates.