pypi.org "rag" keyword
oakcylinder 0.1.10
a work in progress10 versions - Latest release: 8 months ago - 34 downloads last month - 454 stars on GitHub - 1 maintainer
pinecone 10.2.0
Pinecone Python SDK102 versions - Latest release: 6 days ago - 1 dependent package - 6 dependent repositories - 3.88 million downloads last month - 454 stars on GitHub - 1 maintainer
Top 1.0% on pypi.org
116 versions - Latest release: almost 2 years ago - 21 dependent packages - 237 dependent repositories - 35.5 thousand downloads last month - 26,787 stars on GitHub - 1 maintainer
farm-haystack 1.26.4
LLM framework to build customizable, production-ready LLM applications. Connect components (model...116 versions - Latest release: almost 2 years ago - 21 dependent packages - 237 dependent repositories - 35.5 thousand downloads last month - 26,787 stars on GitHub - 1 maintainer
beyondllm 0.2.3
Beyond LLM is an toolkit to Build Experiment Evaluate and Observe RAG pipelines6 versions - Latest release: about 2 years ago - 90 downloads last month - 296 stars on GitHub - 1 maintainer
llama-index-core 0.14.25
Interface between LLMs and your data258 versions - Latest release: about 1 month ago - 518 dependent packages - 6.57 million downloads last month - 52,537 stars on GitHub - 1 maintainer
semantic-ai 0.0.6
Sematic AI RAG System8 versions - Latest release: over 2 years ago - 106 downloads last month - 22 stars on GitHub - 1 maintainer
Top 0.3% on pypi.org
524 versions - Latest release: 8 days ago - 1,062 dependent packages - 18,663 dependent repositories - 170 million downloads last month - 148,680 stars on GitHub - 1 maintainer
langchain 1.4.7
Building applications with LLMs through composability524 versions - Latest release: 8 days ago - 1,062 dependent packages - 18,663 dependent repositories - 170 million downloads last month - 148,680 stars on GitHub - 1 maintainer
Top 0.7% on pypi.org
505 versions - Latest release: about 1 month ago - 153 dependent packages - 1,464 dependent repositories - 2.94 million downloads last month - 52,537 stars on GitHub - 2 maintainers
llama-index 0.14.25
Interface between LLMs and your data505 versions - Latest release: about 1 month ago - 153 dependent packages - 1,464 dependent repositories - 2.94 million downloads last month - 52,537 stars on GitHub - 2 maintainers
graphiti-core 0.31.2
A temporal graph building library196 versions - Latest release: 9 days ago - 619 thousand downloads last month - 31,433 stars on GitHub - 1 maintainer
mcp-memory-service 12.4.0 💰
Semantic memory layer for AI applications. REST API + MCP transport + knowledge graph + autonomou...343 versions - Latest release: 3 days ago - 8.65 thousand downloads last month - 2,053 stars on GitHub - 1 maintainer
langroid 0.69.16 💰
Harness LLMs with Multi-Agent Programming586 versions - Latest release: 4 days ago - 1 dependent repositories - 11 thousand downloads last month - 4,117 stars on GitHub - 1 maintainer
langgraph-checkpoint-sqlite 3.1.2
Library with a SQLite implementation of LangGraph checkpoint saver.25 versions - Latest release: 17 days ago - 2.84 million downloads last month - 44,059 stars on GitHub - 1 maintainer
mem0ai 2.2.1
Long-term memory for AI Agents192 versions - Latest release: about 1 month ago - 2.02 million downloads last month - 66,598 stars on GitHub - 1 maintainer
langgraph-sdk 0.4.10
SDK for interacting with LangGraph API108 versions - Latest release: 3 days ago - 42.7 million downloads last month - 44,059 stars on GitHub - 1 maintainer
langgraph-cli 0.4.40
CLI for interacting with LangGraph API150 versions - Latest release: 3 days ago - 2.44 million downloads last month - 44,059 stars on GitHub - 1 maintainer
nextcloud-mcp-server 0.203.0
Model Context Protocol (MCP) server for Nextcloud integration - enables AI assistants to interact...336 versions - Latest release: about 2 hours ago - 20.1 thousand downloads last month - 395 stars on GitHub - 1 maintainer
nextcloud-mcp-server-tai040502 0.65.6
Model Context Protocol (MCP) server for Nextcloud integration - enables AI assistants to interact...4 versions - Latest release: 7 months ago - 18 downloads last month - 395 stars on GitHub - 1 maintainer
Top 6.0% on pypi.org
248 versions - Latest release: over 1 year ago - 3 dependent packages - 7 dependent repositories - 84.9 thousand downloads last month - 66,598 stars on GitHub - 3 maintainers
embedchain 0.1.128
Simplest open source retrieval (RAG) framework248 versions - Latest release: over 1 year ago - 3 dependent packages - 7 dependent repositories - 84.9 thousand downloads last month - 66,598 stars on GitHub - 3 maintainers
Top 3.3% on pypi.org
589 versions - Latest release: 8 days ago - 51 dependent packages - 2 dependent repositories - 566 thousand downloads last month - 26,787 stars on GitHub - 1 maintainer
haystack-ai 3.4.1
LLM framework to build customizable, production-ready LLM applications. Connect components (model...589 versions - Latest release: 8 days ago - 51 dependent packages - 2 dependent repositories - 566 thousand downloads last month - 26,787 stars on GitHub - 1 maintainer
Top 0.6% on pypi.org
316 versions - Latest release: 1 day ago - 165 dependent packages - 168 dependent repositories - 145 million downloads last month - 148,680 stars on GitHub - 1 maintainer
langchain-core 1.7.1
Building applications with LLMs through composability316 versions - Latest release: 1 day ago - 165 dependent packages - 168 dependent repositories - 145 million downloads last month - 148,680 stars on GitHub - 1 maintainer
open-webui 0.12.5 💰
Open WebUI180 versions - Latest release: about 10 hours ago - 1.3 million downloads last month - 156,278 stars on GitHub - 1 maintainer
langgraph-checkpoint-postgres 3.2.0
Library with a Postgres implementation of LangGraph checkpoint saver.52 versions - Latest release: 15 days ago - 8.38 million downloads last month - 44,059 stars on GitHub - 1 maintainer
langgraph 1.2.18
Building stateful, multi-actor applications with LLMs283 versions - Latest release: 3 days ago - 15 dependent packages - 44.8 million downloads last month - 44,059 stars on GitHub - 1 maintainer
fadoudou2 2.8.1
Awesome OCR toolkits based on PaddlePaddle(8.6M ultra-lightweight pre-trained model, support trai...16 versions - Latest release: over 1 year ago - 70 downloads last month - 91,788 stars on GitHub - 1 maintainer
paddleocrwordleveldetection 2.6.1.0
Awesome OCR toolkits based on PaddlePaddle (8.6M ultra-lightweight pre-trained model, support tra...1 version - Latest release: over 3 years ago - 16 downloads last month - 91,788 stars on GitHub - 1 maintainer
ppocrlabel-japan 0.0.2
PPOCRLabelv2 is a semi-automatic graphic annotation tool suitable for OCR field, with built-in PP...2 versions - Latest release: over 3 years ago - 13 downloads last month - 91,788 stars on GitHub - 1 maintainer
Top 0.6% on pypi.org
65 versions - Latest release: 5 months ago - 43 dependent packages - 549 dependent repositories - 1.24 million downloads last month - 91,788 stars on GitHub - 5 maintainers
paddleocr 3.7.0
Awesome multilingual OCR and document parsing toolkits based on PaddlePaddle65 versions - Latest release: 5 months ago - 43 dependent packages - 549 dependent repositories - 1.24 million downloads last month - 91,788 stars on GitHub - 5 maintainers
je-paddleocr 2.9.1
Awesome OCR toolkits based on PaddlePaddle(8.6M ultra-lightweight pre-trained model, support trai...1 version - Latest release: over 1 year ago - 38 downloads last month - 91,788 stars on GitHub - 1 maintainer
langchain-paddleocr 0.2.2
An integration package connecting PaddleOCR and LangChain4 versions - Latest release: 5 months ago - 82 downloads last month - 91,788 stars on GitHub - 1 maintainer
Top 1.7% on pypi.org
54 versions - Latest release: 23 days ago - 71 dependent packages - 63 dependent repositories - 12.9 million downloads last month - 7,023 stars on GitHub - 1 maintainer
trafilatura 2.3.1 💰
Python & Command-line tool to gather text and metadata on the Web: Crawling, scraping, extraction...54 versions - Latest release: 23 days ago - 71 dependent packages - 63 dependent repositories - 12.9 million downloads last month - 7,023 stars on GitHub - 1 maintainer
crawl4ai-nightly 25.7.11.125807 💰
🚀🤖 Crawl4AI: Open-source LLM Friendly Web Crawler & scraper (Nightly Build)3 versions - Latest release: over 1 year ago - 27 downloads last month - 85,904 stars on GitHub - 1 maintainer
crawl4ai-gautamp8 0.7.7 💰
🚀🤖 Crawl4AI: Open-source LLM Friendly Web Crawler & scraper7 versions - Latest release: over 1 year ago - 41 downloads last month - 85,904 stars on GitHub - 1 maintainer
crawl4ai-ctf 0.7.6.post3 💰
🚀🤖 Crawl4AI: Open-source LLM Friendly Web Crawler & scraper (CTF fork with Docker cgroup memory +...2 versions - Latest release: 12 months ago - 81 downloads last month - 85,904 stars on GitHub - 1 maintainer
aegis-stack-crawl4ai 0.1.0 💰
Web crawling and scraping for Aegis Stack projects, via Crawl4AI1 version - Latest release: about 1 month ago - 146 downloads last month - 85,904 stars on GitHub - 1 maintainer
langchain-sarvamcloud 0.1.2
Integration package connecting Sarvam AI APIs and LangChain3 versions - Latest release: 8 months ago - 57 downloads last month - 148,680 stars on GitHub - 1 maintainer
langchain-dappier 0.2.4
An integration package connecting Dappier and LangChain7 versions - Latest release: almost 2 years ago - 36 downloads last month - 148,680 stars on GitHub - 1 maintainer
langchain-isaacus 0.1.0
An integration package connecting Isaacus and LangChain1 version - Latest release: about 1 year ago - 22 downloads last month - 148,680 stars on GitHub - 1 maintainer
langchain-openrouter 0.2.9
An integration package connecting OpenRouter and LangChain13 versions - Latest release: about 1 month ago - 798 thousand downloads last month - 148,680 stars on GitHub - 1 maintainer
langchain-deepseek-official 0.1.0
An integration package connecting DeepSeek and LangChain2 versions - Latest release: almost 2 years ago - 1.84 thousand downloads last month - 148,680 stars on GitHub - 1 maintainer
langchain-chroma 1.1.0
An integration package connecting Chroma and LangChain.16 versions - Latest release: 11 months ago - 7 dependent packages - 847 thousand downloads last month - 148,680 stars on GitHub - 1 maintainer
langchain-ollama 1.1.0
An integration package connecting Ollama and LangChain26 versions - Latest release: 7 months ago - 1.97 million downloads last month - 148,680 stars on GitHub - 1 maintainer
langchain-robocorp 0.0.10
An integration package connecting Robocorp Action Server and LangChain14 versions - Latest release: over 2 years ago - 1 dependent package - 254 downloads last month - 148,680 stars on GitHub - 1 maintainer
langchain-asteroid 0.1.0
An integration package connecting Asteroid and LangChain1 version - Latest release: almost 2 years ago - 16 downloads last month - 148,680 stars on GitHub - 1 maintainer
langchain-imap 0.1.0
LangChain integration for retrieving emails from IMAP servers1 version - Latest release: about 1 year ago - 12 downloads last month - 148,680 stars on GitHub - 1 maintainer
vespa-haystack 2.0.0
Haystack integration for Vespa3 versions - Latest release: 10 days ago - 476 downloads last month - 209 stars on GitHub - 1 maintainer
arcadedb-haystack 3.0.0
An integration of ArcadeDB with Haystack — document storage + HNSW vector search + SQL filtering12 versions - Latest release: 9 days ago - 643 downloads last month - 209 stars on GitHub - 1 maintainer
arangodb-haystack 2.0.0
Haystack integration for arangodb4 versions - Latest release: 10 days ago - 511 downloads last month - 209 stars on GitHub - 1 maintainer
falkordb-haystack 2.1.0
FalkorDB graph database integration for Haystack — enables GraphRAG with OpenCypher8 versions - Latest release: 1 day ago - 582 downloads last month - 209 stars on GitHub - 1 maintainer
azure-documentdb-haystack 2.0.0
An integration of Azure DocumentDB with Haystack2 versions - Latest release: 10 days ago - 472 downloads last month - 209 stars on GitHub - 1 maintainer
funasr-haystack 1.0.0
FunASR speech-to-text transcriber for Haystack3 versions - Latest release: 10 days ago - 137 downloads last month - 209 stars on GitHub - 1 maintainer
langchain-openwebui 0.0.1
LangChain openwebui1 version - Latest release: over 1 year ago - 17 downloads last month - 148,680 stars on GitHub - 1 maintainer
langchain-lindorm-integration 0.1.1
An integration package connecting LindormIntegration and LangChain2 versions - Latest release: almost 2 years ago - 22 downloads last month - 148,680 stars on GitHub - 1 maintainer
langchain-kozmograph 0.1.1
An integration package connecting Kozmograph and LangChain1 version - Latest release: over 1 year ago - 12 downloads last month - 148,680 stars on GitHub - 1 maintainer
langchain-opengradient 0.1.2
An integration package connecting OpenGradient and LangChain3 versions - Latest release: over 1 year ago - 29 downloads last month - 148,680 stars on GitHub - 2 maintainers
langchain-model-profiles 0.0.6
CLI tool for updating model profile data in LangChain integration packages.6 versions - Latest release: 5 months ago - 24.5 thousand downloads last month - 148,680 stars on GitHub - 1 maintainer
langchain-gradientai 0.1.19
An integration package connecting Digitalocean and LangChain11 versions - Latest release: over 1 year ago - 38 downloads last month - 148,680 stars on GitHub - 1 maintainer
langchain-cloudsway 0.1.3
An integration package connecting Cloudsway and LangChain4 versions - Latest release: about 1 year ago - 30 downloads last month - 148,680 stars on GitHub - 1 maintainer
langchain_1111_dev_cerebrum 0.0.304
Building applications with LLMs through composability4 versions - Latest release: about 3 years ago - 33 downloads last month - 148,680 stars on GitHub - 1 maintainer
langchain-mistralai 1.1.6
An integration package connecting Mistral and LangChain47 versions - Latest release: 4 months ago - 9 dependent packages - 833 thousand downloads last month - 148,680 stars on GitHub - 1 maintainer
langchain-oceanbase 0.6.4
An integration package connecting OceanBase and LangChain20 versions - Latest release: about 1 month ago - 2.58 thousand downloads last month - 148,680 stars on GitHub - 1 maintainer
langchain-nvidia-aiplay 0.0.2
This package is deprecated. Please use langchain-nvidia-ai-endpoints instead.3 versions - Latest release: almost 3 years ago - 45 downloads last month - 148,680 stars on GitHub - 2 maintainers
Top 6.5% on pypi.org
44 versions - Latest release: about 1 year ago - 2 dependent packages - 5 dependent repositories - 113 thousand downloads last month - 148,680 stars on GitHub - 1 maintainer
langchain-cli 0.0.37
CLI for interacting with LangChain44 versions - Latest release: about 1 year ago - 2 dependent packages - 5 dependent repositories - 113 thousand downloads last month - 148,680 stars on GitHub - 1 maintainer
langchain-nomic 1.0.1
An integration package connecting Nomic and LangChain12 versions - Latest release: 12 months ago - 5.13 thousand downloads last month - 148,680 stars on GitHub - 1 maintainer
langchain-coherence 0.0.3
LangChain integration for Oracle Coherence as a vector store.3 versions - Latest release: about 1 year ago - 17 downloads last month - 148,680 stars on GitHub - 1 maintainer
langchain-xai 1.3.0
An integration package connecting xAI and LangChain15 versions - Latest release: 3 months ago - 721 thousand downloads last month - 148,680 stars on GitHub - 1 maintainer
langchain-netmind 0.1.0
An integration package connecting Netmind and LangChain1 version - Latest release: over 1 year ago - 21 downloads last month - 148,680 stars on GitHub - 1 maintainer
langchain-huggingface 1.2.3
An integration package connecting Hugging Face and LangChain.18 versions - Latest release: 22 days ago - 915 thousand downloads last month - 148,680 stars on GitHub - 1 maintainer
langchain-exa 1.1.0
An integration package connecting Exa and LangChain9 versions - Latest release: 7 months ago - 2 dependent packages - 171 thousand downloads last month - 148,680 stars on GitHub - 1 maintainer
langchain-cognee 0.1.1
An integration package connecting Cognee and LangChain2 versions - Latest release: over 1 year ago - 27 downloads last month - 148,680 stars on GitHub - 1 maintainer
langchain-vedb 0.1.3
An integration package connecting VeDB and LangChain4 versions - Latest release: about 1 year ago - 20 downloads last month - 148,680 stars on GitHub - 1 maintainer
langchain-base-tests 0.3.0
Standard tests for LangChain implementations1 version - Latest release: almost 2 years ago - 24 downloads last month - 148,680 stars on GitHub - 1 maintainer
langchain-prompty 1.0.0
An integration package connecting Prompty and LangChain8 versions - Latest release: about 1 year ago - 6.74 thousand downloads last month - 148,680 stars on GitHub - 1 maintainer
langchain-perplexity 1.4.2
An integration package connecting Perplexity and LangChain13 versions - Latest release: 8 days ago - 297 thousand downloads last month - 148,680 stars on GitHub - 1 maintainer
langchain-agb-integration 0.1.1
An integration package connecting AgbIntegration and LangChain1 version - Latest release: about 1 year ago - 15 downloads last month - 148,680 stars on GitHub - 1 maintainer
langchain-groq 1.1.3
An integration package connecting Groq and LangChain35 versions - Latest release: 5 months ago - 9 dependent packages - 1.28 million downloads last month - 148,680 stars on GitHub - 1 maintainer
langchain-qdrant 1.1.0
An integration package connecting Qdrant and LangChain12 versions - Latest release: about 1 year ago - 671 thousand downloads last month - 148,680 stars on GitHub - 1 maintainer
langchain-levers 0.0.7
LangChain levers.7 versions - Latest release: over 1 year ago - 38 downloads last month - 148,680 stars on GitHub - 1 maintainer
langchain-deepseek 1.1.1
An integration package connecting DeepSeek and LangChain12 versions - Latest release: about 1 month ago - 652 thousand downloads last month - 148,680 stars on GitHub - 1 maintainer
langchain-critique 0.1.1
An integration package connecting Critique and LangChain2 versions - Latest release: almost 2 years ago - 11 downloads last month - 148,680 stars on GitHub - 1 maintainer
langchain-airbyte 0.1.1
An integration package connecting Airbyte and LangChain2 versions - Latest release: over 2 years ago - 34 downloads last month - 148,680 stars on GitHub - 1 maintainer
langchain-tests 1.1.9
Standard tests for LangChain implementations39 versions - Latest release: 5 months ago - 1.18 million downloads last month - 148,680 stars on GitHub - 1 maintainer
langchain-agentbay-integration 0.2.2
Integration package for AgentBay with LangChain5 versions - Latest release: 9 months ago - 21 downloads last month - 148,680 stars on GitHub - 1 maintainer
langchain-digitalocean 0.1.8
An integration package connecting Digitalocean and LangChain9 versions - Latest release: over 1 year ago - 55 downloads last month - 148,680 stars on GitHub - 1 maintainer
langchain-valyu 0.3.5
An integration package connecting Valyu and LangChain9 versions - Latest release: 11 months ago - 46 downloads last month - 148,680 stars on GitHub - 1 maintainer
langchain-anthropic 1.7.7
Integration package connecting Claude (Anthropic) APIs and LangChain104 versions - Latest release: 2 days ago - 26 dependent packages - 17.9 million downloads last month - 148,680 stars on GitHub - 1 maintainer
langchain-glean 0.4.0
An integration package connecting Glean and LangChain8 versions - Latest release: 8 months ago - 8.93 thousand downloads last month - 148,680 stars on GitHub - 1 maintainer
langchain-text-splitters 1.1.3
LangChain text splitting utilities28 versions - Latest release: 27 days ago - 27 dependent packages - 37.3 million downloads last month - 148,680 stars on GitHub - 1 maintainer
langchain-opperai 0.0.1
An integration package connecting OpperAI and LangChain1 version - Latest release: about 1 year ago - 15 downloads last month - 148,680 stars on GitHub - 1 maintainer
langchain-bodo 0.1.0
An integration package connecting Bodo and LangChain1 version - Latest release: about 1 year ago - 25 downloads last month - 148,680 stars on GitHub - 1 maintainer
langchain-compass 0.4.1
Providing the Compass API to langchain agents.139 versions - Latest release: about 1 year ago - 310 downloads last month - 148,680 stars on GitHub - 4 maintainers
langchain-classic 1.0.8
Building applications with LLMs through composability10 versions - Latest release: 5 months ago - 14.4 million downloads last month - 148,680 stars on GitHub - 1 maintainer
langchain-scraperapi 0.1.2
An integration package connecting ScraperAPI and LangChain3 versions - Latest release: about 1 year ago - 38 downloads last month - 148,680 stars on GitHub - 1 maintainer
langchain-by-johnsnowlabs 0.0.305
Building applications with LLMs through composability1 version - Latest release: about 3 years ago - 12 downloads last month - 148,680 stars on GitHub - 1 maintainer
langchain-nexa-ai 0.1.5
An integration package connecting NexaAI and LangChain3 versions - Latest release: over 2 years ago - 17 downloads last month - 148,680 stars on GitHub - 1 maintainer
langchain-openai 1.7.3
An integration package connecting OpenAI and LangChain152 versions - Latest release: 3 days ago - 205 dependent packages - 36.8 million downloads last month - 148,680 stars on GitHub - 1 maintainer
langchain-voyageai 0.4.1
An integration package connecting VoyageAI and LangChain15 versions - Latest release: 3 months ago - 1 dependent package - 82.5 thousand downloads last month - 148,680 stars on GitHub - 3 maintainers
langchain-fireworks 1.7.1
An integration package connecting Fireworks and LangChain42 versions - Latest release: 22 days ago - 6 dependent packages - 541 thousand downloads last month - 148,680 stars on GitHub - 1 maintainer
graphifyy 0.9.97 💰
AI coding assistant skill (Claude Code, CodeBuddy, Codex, OpenCode, Kilo Code, Cursor, Gemini CLI...265 versions - Latest release: 2 days ago - 1.63 million downloads last month - 138,244 stars on GitHub - 1 maintainer
flashrank 0.2.10 💰
Ultra lite & Super fast SoTA cross-encoder based re-ranking for your search & retrieval pipelines.27 versions - Latest release: almost 2 years ago - 1 dependent package - 469 thousand downloads last month - 1,008 stars on GitHub - 1 maintainer
hippo-memory-sdk 0.3.1
Make your agent's memory work like a brain. Hippo is long-term memory for coding agents.6 versions - Latest release: 25 days ago - 124 downloads last month - 782 stars on GitHub - 1 maintainer
Related Keywords
llm
3,153
ai
1,964
mcp
1,172
python
1,089
agents
986
embeddings
853
memory
819
ai-agents
817
agent
663
vector-database
652
langchain
629
retrieval
604
openai
565
vector-search
519
semantic-search
509
nlp
484
knowledge-graph
460
claude
410
retrieval-augmented-generation
394
anthropic
372
framework
332
ollama
307
llamaindex
300
cli
291
agent-memory
282
knowledge-base
269
gemini
266
model-context-protocol
262
search
257
chatbot
255
data
252
evaluation
247
local-first
246
machine-learning
243
markdown
238
pdf
231
mcp-server
228
claude-code
226
open-source
221
langgraph
212
agentic-ai
193
developer-tools
178
fastapi
178
sdk
173
sqlite
164
fine-tuning
164
enterprise
161
context
161
multi-agent
159
chatgpt
154
generative-ai
152
application
152
graphrag
151
agent-framework
149
ai-agent
146
ai-memory
146
database
145
rust
143
ocr
140
bm25
140
multi-agents
140
chromadb
140
pgvector
138
hybrid-search
134
chunking
133
artificial-intelligence
131
qdrant
130
context-engineering
127
api
125
observability
124
orchestration
121
vector
120
long-term-memory
119
cursor
113
agentic
110
mlops
109
embedding
109
typescript
108
security
108
graph
108
llmops
106
pydantic
106
hallucination
101
information-retrieval
101
self-hosted
98
llms
97
RAG
95
gpt
95
tools
94
obsidian
93
multimodal
92
guardrails
87
document-processing
87
llama-index
86
faiss
85
codex
83
ml
80
code-search
80
privacy
79
documentation
77