llama-index · GitHub Topics

#大语言模型#This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. RAG systems combine information retrieval with generative models to provide accurate and context...

rag 教程 langchain llama-index llms opeani Python 人工智能大语言模型

Jupyter Notebook 13.28 k

7 天前

langfuse / langfuse

#大语言模型#🪢 Open source LLM engineering platform: LLM Observability, metrics, evals, prompt management, playground, datasets. Integrates with OpenTelemetry, Langchain, OpenAI SDK, LiteLLM, and more. 🍊YC W23

analytics 大语言模型 llmops large-language-models openai 自托管 ycombinator 监控 observability Open Source langchain llama-index evaluation prompt-engineering prompt-management playground llm-evaluation llm-observability

TypeScript 9.28 k

12 小时前

zilliztech / GPTCache

#大语言模型#Semantic cache for LLMs. Fully integrated with LangChain and llama_index.

聊天机器人 ChatGPT ChatGPT API 大语言模型 milvus similarity-search vector-search aigc openai memcache gpt langchain autogpt Redis babyagi llama-index llama dolly semantic-search

Python 7.45 k

6 个月前

Portkey-AI / gateway

A blazing fast AI Gateway with integrated guardrails. Route to 200+ LLMs, 50+ AI Guardrails with 1 fast & friendly API.

gateway generative-ai llmops llms prompt-engineering ai-gateway langchain llama-index openai router Hacktoberfest

TypeScript 7.27 k

1 天前

comet-ml / opik

#大语言模型#Debug, evaluate, and monitor your LLM applications, RAG systems, and agentic workflows with comprehensive tracing, automated evaluations, and production-ready dashboards.

Open Source langchain openai playground prompt-engineering llama-index 大语言模型 llm-evaluation llm-observability llmops

Python 5.35 k

1 小时前

Helicone / helicone

#大语言模型#🧊 Open source LLM observability platform. One line of code to monitor, evaluate, and experiment. YC W23 🍓

large-language-models prompt-engineering agent-monitoring analytics evaluation gpt langchain llama-index 大语言模型 llm-cost llm-evaluation llm-observability llmops 监控 Open Source openai playground prompt-management ycombinator

TypeScript 3.4 k

9 小时前

GerevAI / gerev

#搜索#🧠 AI-powered enterprise search engine 🔎

人工智能搜索引擎 workplace-search enterprise-search ChatGPT semantic-search-engine similarity-search confluence 机器学习 vector-search llama-index Support sysadmin

Python 2.77 k

1 年前

paulpierre / RasaGPT

#大语言模型#💬 RasaGPT is the first headless LLM chatbot platform built on top of Rasa and Langchain. Built w/ Rasa, FastAPI, Langchain, LlamaIndex, SQLModel, pgvector, ngrok, telegram

人工智能聊天机器人 FastAPI gpt-3 gpt-4 langchain llama-index 大语言模型机器学习 openai rasa Telegram ChatGPT

Python 2.41 k

1 年前

run-llama / LlamaIndexTS

#大语言模型#Data framework for your LLM applications. Focus on server side solution

agent 聊天机器人 claude-ai embedding groq-ai JavaScript llama llama-index llama3 大语言模型 Node.js openai React TypeScript create-llama llamaindex

TypeScript 2.4 k

2 天前

viddexa / autollm

#大语言模型#Ship RAG based LLM web apps in seconds.

anthropic bedrock cohere FastAPI langchain large-language-models llama-index llama2 大语言模型 openai palm pypi Python retrieval-augmented-generation vector-database vertex-ai gradio

Python 986

1 年前

szczyglis-dev / py-gpt

#大语言模型#Desktop AI Assistant powered by o1, o3, GPT-4, GPT-4 Vision, Gemini, Claude, Llama 3, DeepSeek, Bielik, DALL-E, chat, vision, voice control, image generation and analysis, agents, command execution, ...

人工智能聊天机器人 desktop-app openai dalle-3 gpt-4-vision ai-assistant 大语言模型 autonomous-agent llama-index gpt-4 claude gemini llama3 o1 ollama deepseek perplexity

Python 910

6 天前

e2b-dev / awesome-ai-sdks

#Awesome#A database of SDKs, frameworks, libraries, and tools for creating, monitoring, debugging and deploying autonomous AI agents

agent agentops agents 人工智能 ai-agents Awesome Lists ChatGPT e2b 框架 langchain llama-index 大语言模型 openai SDK 工具 Vercel llmops

883

14 天前

Azure-Samples / miyagi

Sample to envision intelligent apps with Microsoft's Copilot stack for AI-infused product experiences.

azure-openai langchain prompt-engineering semantic-kernel aks gpt-4 openai azureai Azure copilot llama-index llama2 agents assistants guidance

Jupyter Notebook 736

8 个月前

lancedb / vectordb-recipes

#计算机科学#High quality resources & applications for LLMs, multi-modal models and VectorDBs

人工智能深度学习 llms 机器学习 multimodal agents embeddings fine-tuning gpt langchain llama-index openai rag vector-database gpt-4-vision

Jupyter Notebook 706

8 天前

OpenBMB / RepoAgent

#大语言模型#An LLM-powered repository agent designed to assist developers and teams in generating documentation and understanding repositories quickly.

agent chatglm gpt gpt-4 langchain llama llms qwen rag ChatGPT ChatGPT API llama-index

Python 553

3 个月前

datvodinh / rag-chatbot

#大语言模型# Chat with multiple PDFs locally

聊天机器人 gradio 大语言模型 ollama question-answering rag llama-index llama3 mistral chatbot-ui chatbots

Python 473

5 个月前

Writesonic / GPTRouter

#大语言模型#Smoothly Manage Multiple LLMs (OpenAI, Anthropic, Azure) and Image Models (Dall-E, SDXL), Speed Up Responses, and Ensure Non-Stop Reliability.

anthropic azure-openai cohere google-gemini 大语言模型 llmops llms mlops openai palm-api langchain llama-index

TypeScript 445

1 年前

Denis2054 / RAG-Driven-Generative-AI

This repository provides programs to build Retrieval Augmented Generation (RAG) code for Generative AI with LlamaIndex, Deep Lake, and Pinecone leveraging the power of OpenAI and Hugging Face models f...

chroma chromadb huggingface llama llama-index openai-api pinecone rag scaling fine-tuning multimodal vision-transformer grok

Jupyter Notebook 384

12 天前