Ecosyste.ms: Packages

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pypi.org "rag" keyword

llmware 0.2.14
An enterprise-grade LLM-based development framework, tools, and fine-tuned models
33 versions - Latest release: 2 days ago - 2.62 thousand downloads last month - 1,647 stars on GitHub - 1 maintainer
freegenius 0.2.22 ๐Ÿ’ฐ
FreeGenius AI, an advanced AI assistant that can talk and take multi-step actions. Supports numer...
127 versions - Latest release: 2 days ago - 4.21 thousand downloads last month - 93 stars on GitHub - 1 maintainer
pgserver 0.1.3
Self-contained postgres server for your python applications
13 versions - Latest release: 2 days ago - 1 dependent package - 3.13 thousand downloads last month - 37 stars on GitHub - 1 maintainer
llama-index-readers-s3 0.1.8
llama-index readers s3 integration
10 versions - Latest release: 2 days ago - 9.61 thousand downloads last month - 31,781 stars on GitHub - 1 maintainer
rerankers 0.3.0
A unified API for various document re-ranking models.
13 versions - Latest release: 3 days ago - 14.9 thousand downloads last month - 291 stars on GitHub - 1 maintainer
scrapegraphai 1.2.4 ๐Ÿ’ฐ
A web scraping library based on LangChain which uses LLM and direct graph logic to create scrapin...
104 versions - Latest release: 3 days ago - 22.2 thousand downloads last month - 7,287 stars on GitHub - 1 maintainer
dbgpt 0.5.6
DB-GPT is an experimental open-source project that uses localized GPT large models to interact wi...
14 versions - Latest release: 3 days ago - 521 downloads last month - 10,786 stars on GitHub - 4 maintainers
graphlit-client 1.0.20240516001
Graphlit API Python Client
30 versions - Latest release: 3 days ago - 2.87 thousand downloads last month - 1 stars on GitHub - 1 maintainer
langroid 0.1.245
Harness LLMs with Multi-Agent Programming
222 versions - Latest release: 4 days ago - 1 dependent repositories - 7.05 thousand downloads last month - 1,497 stars on GitHub - 1 maintainer
blar-graph 0.0.18
Llm agent to search within a graph
19 versions - Latest release: 4 days ago - 606 downloads last month - 31 stars on GitHub - 2 maintainers
llama-index-readers-snscrape-twitter 0.1.3
llama-index readers snscrape_twitter integration
1 version - Latest release: 4 days ago - 201 downloads last month - 31,781 stars on GitHub - 1 maintainer
brevia 0.0.28
Extensible API and framework to build your Retrieval Augmented Generation (RAG) and Information E...
28 versions - Latest release: 5 days ago - 999 downloads last month - 21 stars on GitHub - 1 maintainer
llama-index-core 0.10.37
Interface between LLMs and your data
87 versions - Latest release: 5 days ago - 518 dependent packages - 691 thousand downloads last month - 30,699 stars on GitHub - 1 maintainer
llama-parse 0.4.3
Parse files into RAG-Optimized formats.
18 versions - Latest release: 5 days ago - 9 dependent packages - 452 thousand downloads last month - 31,781 stars on GitHub - 1 maintainer
asknews 0.6.2
Python SDK for AskNews
21 versions - Latest release: 5 days ago - 524 downloads last month - 0 stars on GitHub - 1 maintainer
datafog 3.2.0
Scan, redact, and manage PII in your documents before they get uploaded to a Retrieval Augmented ...
77 versions - Latest release: 6 days ago - 1.16 thousand downloads last month - 5 stars on GitHub - 1 maintainer
llmprototyping 0.1.0.dev5
A lightweight set of tools to use several llm and embeddings apis
5 versions - Latest release: 6 days ago - 618 downloads last month - 0 stars on GitHub - 1 maintainer
flashrank 0.2.5 ๐Ÿ’ฐ
Ultra lite & Super fast SoTA cross-encoder based re-ranking for your search & retrieval pipelines.
22 versions - Latest release: 6 days ago - 1 dependent package - 12.3 thousand downloads last month - 356 stars on GitHub - 1 maintainer
spyder-index 0.2.1
Spyder Index is an open-source framework for building LLM applications
5 versions - Latest release: 6 days ago - 583 downloads last month - 0 stars on GitHub - 1 maintainer
llama-index-packs-query 0.1.4
llama-index packs query integration
6 versions - Latest release: 7 days ago - 28 downloads last month - 3,395 stars on GitHub - 1 maintainer
taskingai 0.2.4
TaskingAI
12 versions - Latest release: 7 days ago - 579 downloads last month - 4,906 stars on GitHub - 1 maintainer
llama-index-packs-cohere-citation-chat 0.1.5
llama-index packs cohere_citation_chat integration
3 versions - Latest release: 9 days ago - 21 downloads last month - 29,573 stars on GitHub - 1 maintainer
beyondllm 0.2.0
Beyond LLM is an toolkit to Build Experiment Evaluate and Observe RAG pipelines
2 versions - Latest release: 10 days ago - 251 downloads last month - 53 stars on GitHub - 1 maintainer
llama-index-tools-azure-code-interpreter 0.1.0
llama-index tools azure dynamic sessions integration for code interpreter
2 versions - Latest release: 10 days ago - 311 downloads last month - 31,781 stars on GitHub - 1 maintainer
grag 0.0.1
A simple package for implementing RAG
2 versions - Latest release: 10 days ago - 404 downloads last month - 4 stars on GitHub - 2 maintainers
Top 0.7% on pypi.org
llama-index 0.10.36
Interface between LLMs and your data
365 versions - Latest release: 11 days ago - 153 dependent packages - 1,464 dependent repositories - 966 thousand downloads last month - 26,279 stars on GitHub - 2 maintainers
firecrawl-py 0.0.8
Python SDK for Firecrawl API
8 versions - Latest release: 11 days ago - 1 dependent package - 9.02 thousand downloads last month - 3,347 stars on GitHub - 1 maintainer
llama-index-readers-file 0.1.22
llama-index readers file integration
31 versions - Latest release: 11 days ago - 20 dependent packages - 505 thousand downloads last month - 31,781 stars on GitHub - 1 maintainer
llama-index-readers-papers 0.1.5
llama-index readers papers integration
8 versions - Latest release: 12 days ago - 751 downloads last month - 30,699 stars on GitHub - 1 maintainer
tonic-validate 6.0.0
RAG evaluation metrics.
24 versions - Latest release: 12 days ago - 2 dependent packages - 2.3 thousand downloads last month - 208 stars on GitHub - 1 maintainer
Top 2.0% on pypi.org
clarifai 10.3.3
Clarifai Python SDK
109 versions - Latest release: 12 days ago - 29 dependent packages - 801 dependent repositories - 46 thousand downloads last month - 389 stars on GitHub - 1 maintainer
llama-index-packs-raft-dataset 0.1.5
llama-index packs RAFT Dataset paper implementation
5 versions - Latest release: 12 days ago - 418 downloads last month - 31,781 stars on GitHub - 1 maintainer
Top 9.5% on pypi.org
vanna 0.5.4
Generate SQL queries from natural language
56 versions - Latest release: 13 days ago - 2 dependent packages - 1 dependent repositories - 17.5 thousand downloads last month - 7,027 stars on GitHub - 2 maintainers
Top 8.5% on pypi.org
deepsearch-toolkit 0.44.0
Interact with the Deep Search platform for new knowledge explorations and discoveries
63 versions - Latest release: 13 days ago - 2 dependent packages - 1 dependent repositories - 3.4 thousand downloads last month - 104 stars on GitHub - 1 maintainer
pebblo 0.1.15 ๐Ÿ’ฐ
Pebblo Gen-AI Data Analyzer
13 versions - Latest release: 13 days ago - 5.18 thousand downloads last month - 104 stars on GitHub - 1 maintainer
tabletalk 0.0.10
NL2SQL2RAG
10 versions - Latest release: 14 days ago - 989 downloads last month - 1 maintainer
longtrainer 0.2.1
Produciton Ready LangChain
12 versions - Latest release: 14 days ago - 179 downloads last month - 8 stars on GitHub - 1 maintainer
rag-retrieval 0.2.1
A unified API for various RAG Retrieval reranker models.
3 versions - Latest release: 15 days ago - 305 downloads last month - 92 stars on GitHub - 1 maintainer
sparrow-parse 0.1.9 ๐Ÿ’ฐ
Sparrow Parse is a Python package for parsing and extracting information from documents.
3 versions - Latest release: 16 days ago - 332 downloads last month - 1,868 stars on GitHub - 1 maintainer
Top 7.7% on pypi.org
fastembed 0.2.7 ๐Ÿ’ฐ
Fast, light, accurate library built for retrieval embedding generation
24 versions - Latest release: 16 days ago - 25 dependent packages - 4 dependent repositories - 85.1 thousand downloads last month - 791 stars on GitHub - 2 maintainers
neo4j-genai 0.1.4
Python package to allow easy integration to Neo4j's GenAI features
2 versions - Latest release: 17 days ago - 333 downloads last month - 7 stars on GitHub - 1 maintainer
cognee 0.1.7
Cognee - is a library for enriching LLM context with a semantic layer for better understanding an...
8 versions - Latest release: 17 days ago - 436 downloads last month - 403 stars on GitHub - 1 maintainer
llama-index-readers-jaguar 0.1.3
llama-index readers jaguar integration
5 versions - Latest release: 17 days ago - 77 downloads last month - 31,781 stars on GitHub - 1 maintainer
llama-index-readers-faiss 0.1.4
llama-index readers faiss integration
6 versions - Latest release: 17 days ago - 188 downloads last month - 31,781 stars on GitHub - 1 maintainer
llama-index-readers-database 0.1.4
llama-index readers database integration
6 versions - Latest release: 17 days ago - 2 dependent packages - 2.68 thousand downloads last month - 31,781 stars on GitHub - 1 maintainer
Top 6.0% on pypi.org
embedchain 0.1.103
Simplest open source retrieval (RAG) framework
223 versions - Latest release: 18 days ago - 3 dependent packages - 7 dependent repositories - 113 thousand downloads last month - 8,608 stars on GitHub - 2 maintainers
Top 8.2% on pypi.org
khoj-assistant 1.12.0 ๐Ÿ’ฐ
An AI copilot for your Second Brain
627 versions - Latest release: 19 days ago - 1 dependent repositories - 8.71 thousand downloads last month - 4,733 stars on GitHub - 1 maintainer
letmedoit 2.1.85 ๐Ÿ’ฐ
LetMeDoIt AI, an advanced AI assistant, leveraging the capabilities of ChatGPT API, Gemini Pro an...
241 versions - Latest release: 23 days ago - 1 dependent package - 1.72 thousand downloads last month - 93 stars on GitHub - 1 maintainer
continuous-eval 0.3.7
Open-Source Evaluation for GenAI Application Pipelines.
20 versions - Latest release: 25 days ago - 1.41 thousand downloads last month - 328 stars on GitHub - 1 maintainer
llama-index-agent-coa 0.1.0
llama-index agent coa integration
1 version - Latest release: 26 days ago - 30,699 stars on GitHub - 1 maintainer
scrapegraphaisub 0.0.12b2
A first semantic versioned Scrapegraph fork by subzero team
1 version - Latest release: 29 days ago - 101 downloads last month - 0 stars on GitHub - 1 maintainer
Top 6.4% on pypi.org
intel-extension-for-transformers 1.4.1
Repository of Intelยฎ Intel Extension for Transformers
15 versions - Latest release: 29 days ago - 1 dependent package - 4 dependent repositories - 4.45 thousand downloads last month - 1,909 stars on GitHub - 1 maintainer
Top 2.3% on pypi.org
txtai 7.1.0
All-in-one open-source embeddings database for semantic search, LLM orchestration and language mo...
38 versions - Latest release: about 1 month ago - 13 dependent packages - 14 dependent repositories - 12.9 thousand downloads last month - 6,914 stars on GitHub - 1 maintainer
nstreamai 0.0.15
Official SDK for nstream ai stream processing powered by Gen AI
7 versions - Latest release: about 1 month ago - 369 downloads last month - 0 stars on GitHub - 1 maintainer
llama-index-llms-ipex-llm 0.1.2
llama-index llms ipex-llm integration
3 versions - Latest release: about 1 month ago - 87 downloads last month - 31,781 stars on GitHub - 1 maintainer
llama-index-packs-agents-coa 0.1.0
llama-index packs for chain-of-abstraction
1 version - Latest release: about 1 month ago - 114 downloads last month - 31,781 stars on GitHub - 1 maintainer
swiftrank 1.3.0 ๐Ÿ’ฐ
Compact, ultra-fast SoTA reranker enhancing retrieval pipelines and terminal applications.
5 versions - Latest release: about 1 month ago - 72 downloads last month - 350 stars on GitHub - 1 maintainer
llama-index-packs-llama-dataset-metadata 0.1.4
llama-index packs llama_dataset_metadata integration
5 versions - Latest release: about 1 month ago - 53 downloads last month - 1 maintainer
embedding-optimizer 0.0.6
Strategies for Efficient Data Embedding: Creating Embeddings Optimized for Accuracy - Creating Em...
6 versions - Latest release: about 1 month ago - 250 downloads last month - 4 stars on GitHub - 1 maintainer
raggy 0.1.3
scraping stuff
5 versions - Latest release: about 2 months ago - 1 dependent package - 144 downloads last month - 2 stars on GitHub - 1 maintainer
Top 6.6% on pypi.org
fore 0.1.7
fore ai packages
9 versions - Latest release: about 2 months ago - 4 dependent repositories - 79.5 thousand downloads last month - 10 stars on GitHub - 1 maintainer
aws-rag-bot 0.1.16
This repo is contains python code that uses LangChain and more to build an AWS based serverless R...
17 versions - Latest release: about 2 months ago - 172 downloads last month - 0 stars on GitHub - 1 maintainer
canopy-sdk 0.9.0
Retrieval Augmented Generation (RAG) framework and context engine powered by Pinecone
14 versions - Latest release: about 2 months ago - 1 dependent repositories - 1.87 thousand downloads last month - 868 stars on GitHub - 1 maintainer
t-ragx 0.1.1
Enhancing translation with RAG-powered large language models
12 versions - Latest release: about 2 months ago - 242 downloads last month - 37 stars on GitHub - 1 maintainer
pyllmsearch 0.7.0
LLM Powered Advanced RAG Application
3 versions - Latest release: about 2 months ago - 97 downloads last month - 346 stars on GitHub - 1 maintainer
videodb 0.1.1
VideoDB Python SDK
8 versions - Latest release: about 2 months ago - 1 dependent package - 349 downloads last month - 49 stars on GitHub - 1 maintainer
llama-index-networks 0.2.2
llama-index networks integration
16 versions - Latest release: about 2 months ago - 3 dependent packages - 104 downloads last month - 31,781 stars on GitHub - 1 maintainer
llama-index-packs-raptor 0.1.3
llama-index packs raptor integration
4 versions - Latest release: 2 months ago - 11 thousand downloads last month - 30,699 stars on GitHub - 1 maintainer
rag-eval 0.1.3
A RAG evaluation framework
4 versions - Latest release: 2 months ago - 30 downloads last month - 0 stars on GitLab.com - 1 maintainer
llama-index-packs-docugami-kg-rag 0.1.1
This template contains a reference architecture for Retrieval Augmented Generation against a set ...
1 version - Latest release: 2 months ago - 45 downloads last month - 1 maintainer
llama-index-packs-diff-private-simple-dataset 0.1.0
llama-index packs diff private simple dataset
2 versions - Latest release: 2 months ago - 13 downloads last month - 31,781 stars on GitHub - 1 maintainer
ai-rag-chat-evaluator 0.2.0
Tools for evaluation of RAG Chat Apps using Azure AI Evaluate SDK and OpenAI
2 versions - Latest release: 2 months ago - 30 downloads last month - 136 stars on GitHub - 1 maintainer
ragna 0.2.0
RAG orchestration framework
18 versions - Latest release: 2 months ago - 1 dependent package - 1 dependent repositories - 190 downloads last month - 165 stars on GitHub - 1 maintainer
mindsql 0.2.1
Text-2-SQL made easy in just a few lines of python.
6 versions - Latest release: 2 months ago - 230 downloads last month - 38 stars on GitHub - 1 maintainer
coagent 0.0.4
A multi-agent framework that facilitates the rapid construction of collaborative teams of agents.
8 versions - Latest release: 2 months ago - 139 downloads last month - 779 stars on GitHub - 1 maintainer
repoagent 0.1.3
An LLM-Powered Framework for Repository-level Code Documentation Generation.
5 versions - Latest release: 2 months ago - 129 downloads last month - 144 stars on GitHub - 1 maintainer
dewy 0.4.0
Knowledge base service.
7 versions - Latest release: 2 months ago - 56 downloads last month - 42 stars on GitHub - 2 maintainers
ragcore 1.0.4 ๐Ÿ’ฐ
A library to build Retrieval-Augmented Generation applications with only a few lines of code.
13 versions - Latest release: 3 months ago - 91 downloads last month - 4 stars on GitHub - 1 maintainer
muagent 0.0.1
A multi-agent framework that facilitates the rapid construction of collaborative teams of agents.
1 version - Latest release: 3 months ago - 17 downloads last month - 779 stars on GitHub - 1 maintainer
letmedoit-android 0.0.98 ๐Ÿ’ฐ
LetMeDoIt AI, an advanced AI assistant, leveraging the capabilities of ChatGPT API, Gemini Pro an...
85 versions - Latest release: 3 months ago - 577 downloads last month - 93 stars on GitHub - 1 maintainer
pyvigate 0.0.3 ๐Ÿ’ฐ
A brief description of what your package does
4 versions - Latest release: 3 months ago - 28 downloads last month - 22 stars on GitHub - 1 maintainer
super-rag 0.0.10
Super-performant RAG pipelines for AI apps
2 versions - Latest release: 3 months ago - 14 downloads last month - 268 stars on GitHub - 1 maintainer
odin-slides 0.9
An advanced Python tool that empowers you to effortlessly draft impressive PowerPoint presentatio...
8 versions - Latest release: 3 months ago - 68 downloads last month - 71 stars on GitHub - 1 maintainer
pebblo-sample 0.1.11 ๐Ÿ’ฐ
Pebblo Gen-AI Data Analyzer
2 versions - Latest release: 3 months ago - 14 downloads last month - 104 stars on GitHub - 1 maintainer
semantic-synth 0.0.3
Synthetic dataset generator for testing semantic search quality
3 versions - Latest release: 3 months ago - 16 downloads last month - 0 stars on GitHub - 1 maintainer
context-aware-chunker 0.0.2
Context aware chunking using perplexity
2 versions - Latest release: 3 months ago - 18 downloads last month - 0 stars on GitHub - 1 maintainer
ragrank 0.1.0
An evaluation library for RAG models
7 versions - Latest release: 3 months ago - 148 downloads last month - 20 stars on GitHub - 1 maintainer
cybertask 2.1.61 ๐Ÿ’ฐ
CyberTask AI, an advanced AI assistant, leveraging the capabilities of ChatGPT API, Gemini Pro an...
113 versions - Latest release: 3 months ago - 762 downloads last month - 8 stars on GitHub - 1 maintainer
taskwiz 2.1.61 ๐Ÿ’ฐ
TaskWiz AI, an advanced AI assistant, leveraging the capabilities of ChatGPT API, Gemini Pro and ...
126 versions - Latest release: 3 months ago - 1.37 thousand downloads last month - 8 stars on GitHub - 1 maintainer
myhand 2.1.61 ๐Ÿ’ฐ
MyHand Bot, an advanced AI assistant, leveraging the capabilities of ChatGPT API, Gemini Pro and ...
146 versions - Latest release: 3 months ago - 929 downloads last month - 8 stars on GitHub - 1 maintainer
ragxplorer 0.1.10
A open-source tool to to visualise your RAG documents ๐Ÿ”ฎ.
11 versions - Latest release: 3 months ago - 1 dependent package - 273 downloads last month - 973 stars on GitHub - 1 maintainer
fundialogues 0.1.0
A library of datasets, LLM tooling, and open source models that can be used for training and infe...
5 versions - Latest release: 3 months ago - 15 downloads last month - 4 stars on GitHub - 1 maintainer
llama-index-packs-vanna 0.1.4
llama-index packs vanna integration
6 versions - Latest release: 3 months ago - 43 downloads last month - 7,027 stars on GitHub - 1 maintainer
llama-index-packs-vectara-rag 0.1.3
llama-index packs vectara_rag integration
4 versions - Latest release: 3 months ago - 26 downloads last month - 1 maintainer
llama-index-packs-trulens-eval-packs 0.1.3
llama-index packs trulens_eval_packs integration
4 versions - Latest release: 3 months ago - 20 downloads last month - 3,395 stars on GitHub - 1 maintainer
llama-index-packs-ragatouille-retriever 0.1.3
llama-index packs ragatouille_retriever integration
4 versions - Latest release: 3 months ago - 84 downloads last month - 3,395 stars on GitHub - 1 maintainer
llama-index-packs-rag-evaluator 0.1.3
llama-index packs rag_evaluator integration
5 versions - Latest release: 3 months ago - 65 downloads last month - 1 maintainer
llama-index-packs-rag-cli-local 0.1.4
llama-index packs rag cli local integration
5 versions - Latest release: 3 months ago - 39 downloads last month - 1 maintainer
llama-index-packs-multi-tenancy-rag 0.1.3
llama-index packs multi_tenancy_rag integration
4 versions - Latest release: 3 months ago - 19 downloads last month - 1 maintainer
llama-index-packs-infer-retrieve-rerank 0.1.3
llama-index packs infer retrieve rerank integration
4 versions - Latest release: 3 months ago - 25 downloads last month - 3,395 stars on GitHub - 1 maintainer