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Author:
Steve Reiner
Summary:
Flexible GraphRAG system supporting multiple LLM providers, graph databases, vector stores, and data sources
Latest version:
0.5.2
Required dependencies:
arcadedb-python
|
asyncpg
|
azure-identity
|
azure-storage-blob
|
azure-storage-blob-changefeed
|
boto3
|
box-sdk-gen
|
chromadb
|
cmislib
|
docling
|
elasticsearch
|
fastapi
|
fastmcp
|
google-api-python-client
|
google-auth-httplib2
|
google-auth-oauthlib
|
google-cloud-pubsub
|
google-cloud-storage
|
ladybug
|
lancedb
|
llama-index-core
|
llama-index-embeddings-azure-openai
|
llama-index-embeddings-bedrock
|
llama-index-embeddings-fireworks
|
llama-index-embeddings-google-genai
|
llama-index-embeddings-litellm
|
llama-index-embeddings-ollama
|
llama-index-embeddings-openai
|
llama-index-embeddings-openai-like
|
llama-index-graph-stores-arcadedb
|
llama-index-graph-stores-falkordb
|
llama-index-graph-stores-ladybug
|
llama-index-graph-stores-memgraph
|
llama-index-graph-stores-nebula
|
llama-index-graph-stores-neo4j
|
llama-index-graph-stores-neptune
|
llama-index-llms-anthropic
|
llama-index-llms-azure-openai
|
llama-index-llms-bedrock-converse
|
llama-index-llms-fireworks
|
llama-index-llms-google-genai
|
llama-index-llms-groq
|
llama-index-llms-litellm
|
llama-index-llms-ollama
|
llama-index-llms-openai
|
llama-index-llms-openai-like
|
llama-index-llms-openrouter
|
llama-index-llms-vllm
|
llama-index-readers-azstorage-blob
|
llama-index-readers-box
|
llama-index-readers-file
|
llama-index-readers-gcs
|
llama-index-readers-google
|
llama-index-readers-microsoft-onedrive
|
llama-index-readers-microsoft-sharepoint
|
llama-index-readers-s3
|
llama-index-readers-web
|
llama-index-readers-wikipedia
|
llama-index-readers-youtube-transcript
|
llama-index-retrievers-bm25
|
llama-index-vector-stores-chroma
|
llama-index-vector-stores-elasticsearch
|
llama-index-vector-stores-lancedb
|
llama-index-vector-stores-milvus
|
llama-index-vector-stores-neo4jvector
|
llama-index-vector-stores-opensearch
|
llama-index-vector-stores-pinecone
|
llama-index-vector-stores-postgres
|
llama-index-vector-stores-qdrant
|
llama-index-vector-stores-weaviate
|
llama-parse
|
msgraph-sdk
|
neo4j
|
nest-asyncio
|
numpy
|
ollama
|
openai
|
opensearch-py
|
passlib
|
pinecone
|
psycopg2-binary
|
pydantic
|
pydantic-settings
|
pymilvus
|
pyoxigraph
|
python-alfresco-api
|
python-dotenv
|
python-jose
|
python-multipart
|
qdrant-client
|
rapidfuzz
|
rdflib
|
requests
|
s3fs
|
spacy
|
uvicorn
|
watchdog
|
weaviate-client
|
wikipedia
|
youtube_transcript_api
Optional dependencies:
black
|
gremlinpython
|
langchain
|
langchain-anthropic
|
langchain-arangodb
|
langchain-aws
|
langchain-community
|
langchain-fireworks
|
langchain-google-genai
|
langchain-google-spanner
|
langchain-google-vertexai
|
langchain-groq
|
langchain-neo4j
|
langchain-ollama
|
langchain-openai
|
mypy
|
openinference-instrumentation-llama-index
|
openlit
|
opentelemetry-api
|
opentelemetry-exporter-otlp
|
opentelemetry-sdk
|
psycopg2-binary
|
pyoxigraph
|
pytest
|
pytest-asyncio
|
pytest-cov
|
rdflib
|
requests
|
requests-aws4auth
|
ruff
|
sparqlwrapper
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