Ecosyste.ms: Packages
An open API service providing package, version and dependency metadata of many open source software ecosystems and registries.
pypi.org "RAG" keyword
docgraph 0.0.6.dev0
Document Graph for LLM retrieval augmented genration embedding search and Completion context3 versions - Latest release: about 1 month ago - 159 downloads last month - 0 stars on GitHub - 1 maintainer
rag-cli
A project to show good CLI practices with a fully fledged RAG system.6 versions - 587 downloads last month - 0 stars on GitHub - 1 maintainer
ragtime 0.0.34
Ragtime 🎹 is an LLMOps framework to automatically evaluate Retrieval Augmented Generation (RAG) s...38 versions - Latest release: 17 days ago - 693 downloads last month - 8 stars on GitHub - 1 maintainer
paka 0.1.7
LLMOps tool designed to simplify the deployment and management of large language model (LLM) appl...10 versions - Latest release: 25 days ago - 240 downloads last month - 2 stars on GitHub - 1 maintainer
ares-ai 0.5.7
ARES is an advanced evaluation framework for Retrieval-Augmented Generation (RAG) systems,14 versions - Latest release: 26 days ago - 538 downloads last month - 312 stars on GitHub - 1 maintainer
lavague-core 0.1.3
automation code generation from text instructions16 versions - Latest release: 16 days ago - 3.05 thousand downloads last month - 3,770 stars on GitHub - 1 maintainer
ragasas 1.1.5
A package that can be used to create RAGs with a single line of code.12 versions - Latest release: 2 months ago - 44 downloads last month - 1 maintainer
llama-index-core 0.10.37
Interface between LLMs and your data94 versions - Latest release: 18 days ago - 518 dependent packages - 732 thousand downloads last month - 31,781 stars on GitHub - 1 maintainer
open-retrievals 0.0.3
Text Embeddings for Retrieval and RAG based on transformers6 versions - Latest release: 24 days ago - 100 downloads last month - 2 stars on GitHub - 1 maintainer
autorag 0.1.12
Automatically Evaluate RAG pipelines with your own data. Find optimal structure for new RAG product.30 versions - Latest release: 17 days ago - 1.05 thousand downloads last month - 515 stars on GitHub - 1 maintainer
flying-delta-core 0.9.40
Interface between LLMs and your data6 versions - Latest release: 4 months ago - 61 dependent packages - 58 downloads last month - 32,125 stars on GitHub - 1 maintainer
flying-delta 0.1.0
Interface between LLMs and your data1 version - Latest release: 4 months ago - 13 downloads last month - 32,125 stars on GitHub - 1 maintainer
flying-delta-legacy 0.9.42
Interface between LLMs and your data2 versions - Latest release: 4 months ago - 16 downloads last month - 32,125 stars on GitHub - 1 maintainer
llama-index-legacy 0.9.48
Interface between LLMs and your data5 versions - Latest release: 4 months ago - 10 dependent packages - 446 thousand downloads last month - 32,125 stars on GitHub - 1 maintainer
llama-index-test-starter 0.10.0
Interface between LLMs and your data14 versions - Latest release: 4 months ago - 41 downloads last month - 32,125 stars on GitHub - 1 maintainer
llama-index-bundle 0.0.1
Interface between LLMs and your data2 versions - Latest release: 4 months ago - 16 downloads last month - 32,125 stars on GitHub - 1 maintainer
Top 0.7% on pypi.org
368 versions - Latest release: 24 days ago - 153 dependent packages - 1,464 dependent repositories - 992 thousand downloads last month - 26,279 stars on GitHub - 2 maintainers
llama-index 0.10.36
Interface between LLMs and your data368 versions - Latest release: 24 days ago - 153 dependent packages - 1,464 dependent repositories - 992 thousand downloads last month - 26,279 stars on GitHub - 2 maintainers
lavague-retriever-cohere 0.1.2
Cohere retriever for lavague3 versions - Latest release: 17 days ago - 201 downloads last month - 3,770 stars on GitHub - 1 maintainer
lavague-contexts-gemini 0.1.1
gemini integration for lavague5 versions - Latest release: 17 days ago - 373 downloads last month - 3,770 stars on GitHub - 1 maintainer
lavague-contexts-openai 0.1.1
Openai integration for lavague5 versions - Latest release: 17 days ago - 1.02 thousand downloads last month - 3,770 stars on GitHub - 1 maintainer
llama-iris 0.3.0 💰
Interface between LLMs and your data19 versions - Latest release: 4 months ago - 474 downloads last month - 0 stars on GitHub - 1 maintainer
lavague-drivers-playwright 0.1.1
Playwright integration for lavague3 versions - Latest release: 17 days ago - 210 downloads last month - 3,770 stars on GitHub - 1 maintainer
lavague 1.0.20
automation code generation from text instructions30 versions - Latest release: 18 days ago - 4.06 thousand downloads last month - 3,770 stars on GitHub - 1 maintainer
lavague-drivers-selenium 0.1.1
Selenium integration for lavague7 versions - Latest release: 17 days ago - 1.83 thousand downloads last month - 3,770 stars on GitHub - 1 maintainer
indox 0.1.1
Indox Retrieval Augmentation5 versions - Latest release: 25 days ago - 257 downloads last month - 2 stars on GitHub - 3 maintainers
bbm25-haystack 0.2.1
Haystack 2.x In-memory Document Store with Enhanced Efficiency6 versions - Latest release: about 1 month ago - 114 downloads last month - 14 stars on GitHub - 1 maintainer
ragoon 💰
Improve large language models (LLM) retrieval using dynamic web-search based on blazingly fast qu...1 version - 0 stars on GitHub
Top 1.9% on pypi.org
16 versions - Latest release: 6 months ago - 20 dependent packages - 371 dependent repositories - 367 downloads last month - 159 stars on GitHub - 1 maintainer
awadb 0.3.13
Local lightweight AI Native database for RAG, incluing embedding vectors and text search for LLM ...16 versions - Latest release: 6 months ago - 20 dependent packages - 371 dependent repositories - 367 downloads last month - 159 stars on GitHub - 1 maintainer
unillm 0.0.8
Unified Large Language Model Interface for ChatGPT, LLaMA, Mistral, Claude, and RAG8 versions - Latest release: about 1 month ago - 204 downloads last month - 1 stars on GitHub - 1 maintainer
knowt 0.1.5
Private, personalized searchable knowledge base, from your own notes.5 versions - Latest release: 3 months ago - 19 downloads last month - 1 maintainer
spyder-index 0.2.1
Spyder Index is an open-source framework for building LLM applications5 versions - Latest release: 19 days ago - 583 downloads last month - 0 stars on GitHub - 1 maintainer
simplerllm 0.2.5
An easy-to-use Library for interacting with language models.14 versions - Latest release: 19 days ago - 390 downloads last month - 28 stars on GitHub - 1 maintainer
lavague-contexts-anthropic 0.1.0
Anthropic integration for lavague1 version - Latest release: 18 days ago - 3,770 stars on GitHub
lavague-gradio 0.1.0
Gradio demo for lavague1 version - Latest release: 18 days ago - 3,770 stars on GitHub
lavague-contexts-groq 0.1.0
Groq integration for lavague1 version - Latest release: 18 days ago - 3,770 stars on GitHub
lavague-contexts-huggingface 0.1.0
HuggingFaceLLM integration for lavague1 version - Latest release: 18 days ago - 3,770 stars on GitHub
mindsql 0.2.1
Text-2-SQL made easy in just a few lines of python.6 versions - Latest release: 3 months ago - 230 downloads last month - 38 stars on GitHub - 1 maintainer
lavague-llms-huggingface 0.1.0
HuggingFaceLLM integration for lavague1 version - Latest release: 19 days ago - 3,770 stars on GitHub
dify-knowledge-pipline 0.1.0 💰
🥂 Gracefully embedding multimodal-knowledge to Dify1 version - Latest release: 19 days ago - 1,421 stars on GitHub
grag 0.0.1
A simple package for implementing RAG2 versions - Latest release: 23 days ago - 404 downloads last month - 4 stars on GitHub - 2 maintainers
qwen-agent 0.0.4
Qwen-Agent: Enhancing LLMs with Agent Workflows, RAG, Function Calling, and Code Interpreter.4 versions - Latest release: 22 days ago - 705 downloads last month - 1,504 stars on GitHub - 2 maintainers
python-llmexplorer 0.1.4
A Tool that can be used to analyse, monitor prompts usage and LLM ops4 versions - Latest release: 2 months ago - 39 downloads last month - 1 maintainer
lyzr-rag 0.1.6
Interface between LLMs and your data6 versions - Latest release: 23 days ago - 54 downloads last month - 0 stars on GitHub - 1 maintainer
ragchain 0.2.6
Build advanced RAG workflows with LLM, compatible with Langchain13 versions - Latest release: 5 months ago - 153 downloads last month - 242 stars on GitHub - 1 maintainer
ragmap 0.1.1
RAGmap is a simple RAG visualization package for exploring document chunks and queries in embeddi...2 versions - Latest release: 4 months ago - 22 downloads last month - 5 stars on GitHub - 1 maintainer
rule-based-retrieval 0.1.4
Python package for Rule-based Retrieval using RAG5 versions - Latest release: about 1 month ago - 195 downloads last month - 152 stars on GitHub - 1 maintainer
Related Keywords
LLM
36
NLP
27
retrieval
14
selenium
13
LAM
13
action
13
automation
13
playwright
12
data
12
rag
12
llm
12
index
11
devtools
10
framework
9
agents
8
application
8
fine-tuning
8
llamaindex
8
vector-database
8
openai
2
ChatGPT
2
semantic search
2
AI
2
retrieval-augmented-generation
2
Mistral
2
python
2
Machine Learning
2
Embeddings
2
LLMOps
2
retrival-augmented
1
command line
1
personal assistant
1
Visualization
1
search
1
numpy
1
ANN
1
vector-search
1
MistralAI
1
Claude
1
Llama
1
Pinecone
1
models
1
language
1
vectordb
1
embedding-vectors
1
chatgpt
1
aigc
1
ai-native
1
Multi-model search
1
Embedding vectors
1
AI Native SearchEngine
1
llama
1
langchain
1
gemini
1
chatbot
1
Text-to-SQL
1
text to sql
1
Text2SQL
1
text-to-sql
1
text generation
1
dify
1
dify-knowledge-pipline
1
multimodal-knowledge
1
Retrieval Augmented Generation
1
quantization
1
Agent
1
semantic-search
1
ai
1
Function Calling
1
Code Interpreter
1
Prompting
1
RAGchain
1
ragchain
1
Langchain
1
DQA
1
GPT
1
ODQA
1
Key Performance Metrics
1
In-Domain Passages
1
Synthetic Answers
1
Synthetic Queries
1
Answer Relevance
1
Answer Faithfulness
1
Context Relevance
1
RAG Evaluation
1
Natural Language Processing
1
LLM Judges
1
Retrieval-Augmented Generation Systems
1
Automated Evaluation Framework
1
RAG Systems
1
RAG Scoring
1
Cloud
1
production
1
Evaluation
1
qdrant
1
cli
1
ollama
1
vector database
1
CLI
1
Document Graph
1