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NirDiamant/RAG_Techniques

Advanced RAG techniques for enhanced AI systems

25.8K
Active
Jupyter Notebook
RAG & Vector
Tutorials & Courses
LangChain
#ai#rag#langchain

langfuse/langfuse

LLM engineering platform for observability, evaluation, and prompt management

22.7K
Active
TypeScript
LLM Frameworks
LLM Wrappers & SDKs
LangChain
#llm-observability#llm-evaluation#prompt-management

comet-ml/opik

A comprehensive library for debugging, evaluating, and monitoring LLM applications, RAG systems, and agentic workflows.

18.0K
Active
Python
LLM Frameworks
Python
#llm-evaluation#llm-observability#llm-monitoring

yichuan-w/LEANN

A Python library for efficient RAG (Retrieval-Augmented Generation) applications with AI-powered vector database and private storage.

10.3K
Active
Python
LLM Frameworks
React
#vector-database#private-storage#RAG-applications

zilliztech/GPTCache

Semantic cache for large language models, fully integrated with LangChain and llama_index.

8.0K
Experimental
Python
LLM Frameworks
Caching
LangChain
#llm#semantic-search#vector-search

datawhalechina/all-in-rag

A comprehensive guide to using the RAG (Retrieval-Augmented Generation) technique for large language model applications.

4.3K
Active
Python
LLM Frameworks
RAG Frameworks
Python
#ai#langchain#llm

paulpierre/RasaGPT

RasaGPT is the first headless LLM chatbot platform built on top of Rasa and Langchain.

2.5K
Stable
Python
LLM Frameworks
API Frameworks
FastAPI
#chatbot#llm#rasa

szczyglis-dev/py-gpt

A Python-based desktop AI assistant that integrates with various LLMs and AI tools for coding, task automation, and more.

1.7K
Active
Python
LLM Frameworks
Agents & Orchestration
Python
#ai-assistant#llm#automation

e2b-dev/awesome-ai-sdks

A curated list of SDKs, frameworks, and tools for creating, monitoring, and deploying autonomous AI agents.

1.1K
Experimental
LLM Frameworks
Agents & Orchestration
#ai#agents#llm

JudgmentLabs/judgeval

An open-source post-building layer for AI agents, providing environment data and evaluations to power agent post-training and monitoring.

1.0K
Active
Python
Agents & Orchestration
LLM Frameworks
Python
#agent#agentic-ai#llm-evaluation

viddexa/autollm

An open-source Python library that helps developers quickly build and deploy RAG-based LLM web apps.

1.0K
Archived
Python
LLM Frameworks
RAG & Vector
FastAPI
#llm#retrieval-augmented-generation#vector-database

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