lcel

Accelerate your Gen AI with NVIDIA NIM and NVIDIA AI Workbench

This code is an implementation of a chatbot using LLM chat model API and Langchain.

An AI developer that writes LangChain Expression Language (LCEL).

HR policy RAG assistant with LangChain LCEL, RunnableBranch, FAISS, FastAPI, and an OpenAI-compatible model API.

You’ll explore new advancements like ChatGPT’s function calling capability, and build a conversational agent using a new syntax called LangChain Expression Language (LCEL) for tasks like tagging, extraction, tool selection, and routing.

AI developer that generates LangChain Expression Language code

The easiest way to supercharge your apps with LLM!

The "lcel-tutorial" repo is designed for mastering LangChain Expression Language (LCEL), offering exercises to build stateful, multi-actor LLM applications. It's a hands-on guide to leveraging LCEL for complex workflows and agent-like behaviors. Perfect for enthusiasts eager to explore LLM's potential.

Explore Functions, Tools and Agents with LangChain along with LangChain Expression Language

A collection of Jupyter notebook experiments and applications centered around Generative AI with LLMs.

从 0 到迷你 Claude Code 的 LangChain Agent 学习仓库：LCEL · 记忆 · RAG · LangGraph · 自制 Agent Harness，全部可独立运行、默认走 OpenAI 兼容协议。

Practical notebooks to learn LangChain fundamentals — LCEL, prompt templates, RAG and vector stores — with modern, non-deprecated examples.

Hybrid RAG pipeline (Dense + BM25 + Cross-Encoder Reranker) with conversational memory and systematic evaluation. 5 retrieval experiments, 92.3% Hit Rate, 5.0/5.0 LLM-as-a-Judge. Built with LangChain LCEL & ChromaDB.

向量化、RAG增强、智能体Agent、LangChain LCEL 管道组合等等。持续更新...

Step-by-step LangChain-based LLM implementations and experiments

Chatbot de recrutamento e RH com IA, memória conversacional e análise estruturada de vagas.

This is a simple application of the LLM (Lattice Conditional Execution Language) with the LCEL (Lattice Conditional Execution Language) library. The application is a simple calculator that can perform addition, subtraction, multiplication, and division.

This Conversational Q&A Chatbot is a Generative AI project built using LangChain. It enhances user interactions by maintaining memory of past exchanges, allowing for more context-aware responses.

CyberSoft Gen AI 01 - 3

A LangChain-based chat application running Llama 3 locally via Ollama, featuring a modern Streamlit chat UI and LCEL pipeline.