An open API service for producing an overview of a list of open source projects.

https://github.com/run-llama/llama_index

agents application data fine-tuning framework llamaindex llm multi-agents rag vector-database

Score: 34.98679403655025

Last synced: about 17 hours ago
JSON representation

Repository metadata:

LlamaIndex is the leading document agent and OCR platform


Owner metadata:


Committers metadata

Last synced: 6 days ago

Total Commits: 7,900
Total Committers: 1,908
Avg Commits per committer: 4.14
Development Distribution Score (DDS): 0.837

Commits in past year: 932
Committers in past year: 337
Avg Commits per committer in past year: 2.766
Development Distribution Score (DDS) in past year: 0.856

Name Email Commits
Logan l****h@l****m 1289
Jerry Liu j****8@g****m 922
dependabot[bot] 4****] 494
Simon Suo s****o@g****m 210
Andrei Fajardo 9****i 169
Massimiliano Pippi m****i@g****m 157
Haotian Zhang s****g@g****m 135
Clelia (Astra) Bertelli 1****t 104
Ravi Theja r****1@g****m 104
Laurie Voss g****b@s****m 88
James Braza j****a@g****m 69
Sourabh Desai s****i@g****m 58
Emanuel Ferreira c****s@g****m 43
Javier Torres j****s@g****m 31
Matthew Farrellee m****t@c****u 29
Tomaz Bratanic b****z@g****m 28
Florian BACHO f****o@o****r 27
Adrian Lyjak a****k@g****m 26
Matt 1****f 26
Nick Fiacco n****o@g****m 24
Anoop Sharma a****7@g****m 22
Ethan Yang e****g@i****m 22
Huu Le 3****j 22
Ofer Mendelevitch o****d@g****m 22
github-actions[bot] 4****] 21
Guodong s****g@1****m 20
yisding y****g@g****m 19
hongyishi s****8@g****m 19
Roger Yang 8****g 19
William Easton b****n@e****o 19
and 1878 more...

Issue and Pull Request metadata

Last synced: 2 days ago

Total issues: 4,576
Total pull requests: 6,900
Average time to close issues: about 2 months
Average time to close pull requests: 7 days
Total issue authors: 2,603
Total pull request authors: 1,654
Average comments per issue: 2.61
Average comments per pull request: 0.76
Merged pull request: 5,016
Bot issues: 4
Bot pull requests: 466

Past year issues: 209
Past year pull requests: 671
Past year average time to close issues: 3 months
Past year average time to close pull requests: 22 days
Past year issue authors: 171
Past year pull request authors: 334
Past year average comments per issue: 2.73
Past year average comments per pull request: 0.97
Past year merged pull request: 111
Past year bot issues: 0
Past year bot pull requests: 55

More stats: https://issues.ecosyste.ms/repositories/lookup?url=https://github.com/run-llama/llama_index

Top Issue Authors

  • nerdai (43)
  • logan-markewich (42)
  • brycecf (34)
  • justinzyw (33)
  • mirallm (30)
  • gich2009 (29)
  • Prem-Nitin (28)
  • strawgate (28)
  • JINO-ROHIT (27)
  • DataNoob0723 (22)
  • 912100012 (21)
  • RakeshReddyKondeti (20)
  • mw19930312 (20)
  • tituslhy (19)
  • LikhithRishi (19)

Top Pull Request Authors

  • logan-markewich (1,133)
  • dependabot[bot] (458)
  • masci (245)
  • jerryjliu (222)
  • nerdai (175)
  • AstraBert (99)
  • seldo (79)
  • ravi03071991 (71)
  • hatianzhang (58)
  • EmanuelCampos (53)
  • sourabhdesai (52)
  • nightosong (36)
  • Javtor (32)
  • tomasonjo (31)
  • mattf (31)

Top Issue Labels

  • triage (2,527)
  • bug (1,909)
  • question (1,632)
  • enhancement (656)
  • stale (453)
  • documentation (69)
  • P1 (57)
  • P0 (40)
  • v0.10.X (33)
  • P2 (27)
  • docs (25)
  • lgtm (21)
  • p2 (18)
  • size:XS (14)
  • request contribution board (9)
  • size:S (9)
  • topic:workflows (8)
  • good first issue (4)
  • size:M (4)
  • vector store (3)
  • size:L (3)
  • size:XXL (3)
  • dependencies (3)
  • discord (2)
  • azure (2)
  • package:llama-index-vector-stores-weaviate (2)
  • LlamaParse (2)
  • index (1)
  • reader (1)
  • weaviate (1)

Top Pull Request Labels

  • lgtm (3,432)
  • size:XS (2,093)
  • size:L (1,084)
  • size:S (1,077)
  • size:M (1,016)
  • dependencies (458)
  • size:XL (392)
  • size:XXL (248)
  • stale (158)
  • python (41)
  • bug (39)
  • triage (37)
  • python:uv (36)
  • question (33)
  • topic:workflows (17)
  • docs (15)
  • enhancement (13)
  • github_actions (12)
  • documentation (9)
  • P1 (8)
  • P0 (6)
  • P2 (2)
  • topic:vector stores (1)
  • topic:CI (1)
  • package:llama-index-embeddings-vertex (1)
  • retrieval (1)
  • task-merge-tracking-no-issue (1)
  • nvidia_genai (1)
  • package:llama-index-readers-confluence (1)
  • package:llama-index-llms-nvidia (1)

Package metadata

nixpkgs-unstable: python313Packages.llama-index-llms-ollama

LlamaIndex LLMS Integration for ollama

nixpkgs-24.11: python312Packages.llama-index-vector-stores-qdrant

LlamaIndex Vector Store Integration for Qdrant

nixpkgs-unstable: python313Packages.llama-index-readers-json

LlamaIndex Readers Integration for Json

anaconda.org: llama-index-embeddings-openai

LlamaIndex embeddings integration with OpenAI. Provides the OpenAIEmbedding class for generating text embeddings using OpenAI models such as text-embedding-3-large and text-embedding-3-small.

  • Homepage: https://www.llamaindex.ai
  • Licenses: MIT
  • Latest release: 0.6.0 (published 3 months ago)
  • Last Synced: 2026-08-17T08:38:01.982Z (9 days ago)
  • Versions: 2
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 123 Total
  • Rankings:
    • Downloads: 1.538%
    • Average: 27.35%
    • Dependent packages count: 38.515%
    • Dependent repos count: 41.995%
anaconda.org: llama-index-indices-managed-llama-cloud

LlamaIndex integration for managed indices on LlamaCloud. Provides cloud-based index management capabilities for LlamaIndex applications.

  • Homepage: https://github.com/run-llama/llama_index/tree/main/llama-index-integrations/indices/llama-index-indices-managed-llama-cloud
  • Licenses: MIT
  • Latest release: 0.9.4 (published 6 months ago)
  • Last Synced: 2026-08-11T00:00:23.399Z (15 days ago)
  • Versions: 1
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 32 Total
  • Rankings:
    • Downloads: 1.538%
    • Average: 27.35%
    • Dependent packages count: 38.515%
    • Dependent repos count: 41.995%
anaconda.org: llama-index-readers-file

This package provides the default integration for different loaders that are used within SimpleDirectoryReader.

  • Homepage: https://llamaindex.ai
  • Licenses: MIT
  • Latest release: 0.5.6 (published 6 months ago)
  • Last Synced: 2026-08-15T07:29:04.837Z (11 days ago)
  • Versions: 1
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 32 Total
  • Rankings:
    • Downloads: 3.915%
    • Average: 28.097%
    • Dependent packages count: 38.45%
    • Dependent repos count: 41.925%
anaconda.org: llama-index-readers-llama-parse

LlamaIndex reader integration with LlamaParse, a managed document parsing service that provides high-quality document parsing for LlamaIndex applications.

  • Homepage: https://github.com/run-llama/llama_index
  • Licenses: MIT
  • Latest release: 0.5.1 (published 6 months ago)
  • Last Synced: 2026-08-15T22:30:50.868Z (10 days ago)
  • Versions: 1
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 32 Total
  • Rankings:
    • Downloads: 5.782%
    • Average: 28.691%
    • Dependent packages count: 38.41%
    • Dependent repos count: 41.881%
nixpkgs-unstable: python314Packages.llama-index-embeddings-openai

LlamaIndex Embeddings Integration for OpenAI

nixpkgs-24.11: python311Packages.llama-index-multi-modal-llms-openai

LlamaIndex Multi-Modal-Llms Integration for OpenAI

nixpkgs-24.11: python312Packages.llama-index-vector-stores-google

LlamaIndex Vector Store Integration for Google

nixpkgs-24.11: python312Packages.llama-index-readers-file

LlamaIndex Readers Integration for files

nixpkgs-unstable: python314Packages.llama-index-vector-stores-postgres

LlamaIndex Vector Store Integration for Postgres

nixpkgs-24.11: python312Packages.llama-index-embeddings-ollama

LlamaIndex Llms Integration for Ollama

nixpkgs-24.11: python311Packages.llama-index-program-openai

LlamaIndex Program Integration for OpenAI

nixpkgs-unstable: python314Packages.llama-index

Data framework for your LLM applications

nixpkgs-unstable: python314Packages.llama-index-embeddings-huggingface

LlamaIndex Embeddings Integration for Huggingface

nixpkgs-24.05: python311Packages.llama-index-cli

LlamaIndex CLI

nixpkgs-unstable: python314Packages.llama-index-vector-stores-chroma

LlamaIndex Vector Store Integration for Chroma

nixpkgs-24.11: python311Packages.llama-index-embeddings-huggingface

LlamaIndex Embeddings Integration for Huggingface

nixpkgs-24.11: python311Packages.llama-index-legacy

LlamaIndex Readers Integration for files

nixpkgs-24.11: python311Packages.llama-index-cli

LlamaIndex CLI

nixpkgs-unstable: python314Packages.llama-index-readers-txtai

LlamaIndex Readers Integration for txtai

nixpkgs-24.11: python311Packages.llama-index-embeddings-google

LlamaIndex Embeddings Integration for Google

nixpkgs-24.11: python312Packages.llama-index-readers-txtai

LlamaIndex Readers Integration for txtai

nixpkgs-24.05: python311Packages.llama-index-llms-openai-like

LlamaIndex LLMS Integration for OpenAI like

nixpkgs-unstable: python313Packages.llama-index-graph-stores-nebula

LlamaIndex Graph Store Integration for Nebula

nixpkgs-24.05: python311Packages.llama-index-vector-stores-qdrant

LlamaIndex Vector Store Integration for Qdrant

nixpkgs-unstable: python314Packages.llama-index-readers-s3

LlamaIndex Readers Integration for S3

nixpkgs-24.11: python312Packages.llama-index-embeddings-openai

LlamaIndex Embeddings Integration for OpenAI

nixpkgs-unstable: python313Packages.llama-index-embeddings-google-genai

LlamaIndex Embeddings Integration for Google GenAI

nixpkgs-unstable: python314Packages.llama-index-readers-json

LlamaIndex Readers Integration for Json

nixpkgs-unstable: python314Packages.llama-index-indices-managed-llama-cloud

LlamaCloud Index and Retriever

nixpkgs-24.05: python311Packages.llama-index

Data framework for your LLM applications

nixpkgs-24.05: python312Packages.llama-index-legacy

LlamaIndex Readers Integration for files

nixpkgs-24.05: python312Packages.llama-index-llms-openai

LlamaIndex LLMS Integration for OpenAI

nixpkgs-unstable: python314Packages.llama-index-embeddings-gemini

LlamaIndex Llms Integration for Gemini

nixpkgs-unstable: python313Packages.llama-index-readers-twitter

LlamaIndex Readers Integration for Twitter

nixpkgs-unstable: python313Packages.llama-index-graph-stores-neo4j

LlamaIndex Graph Store Integration for Neo4j

nixpkgs-24.11: python311Packages.llama-index-vector-stores-qdrant

LlamaIndex Vector Store Integration for Qdrant

nixpkgs-unstable: python313Packages.llama-index

Data framework for your LLM applications

nixpkgs-24.05: python312Packages.llama-index-embeddings-google

LlamaIndex Embeddings Integration for Google

nixpkgs-24.05: python311Packages.llama-index-readers-weather

LlamaIndex Readers Integration for Weather

nixpkgs-24.05: python311Packages.llama-index-readers-txtai

LlamaIndex Readers Integration for txtai

nixpkgs-24.11: python311Packages.llama-index-graph-stores-nebula

LlamaIndex Graph Store Integration for Nebula

nixpkgs-24.11: python312Packages.llama-index-agent-openai

LlamaIndex Agent Integration for OpenAI

nixpkgs-unstable: python313Packages.llama-index-readers-llama-parse

LlamaIndex Readers Integration for files

nixpkgs-unstable: python313Packages.llama-index-readers-database

LlamaIndex Readers Integration for Databases

nixpkgs-24.05: python311Packages.llama-index-embeddings-ollama

LlamaIndex Llms Integration for Ollama

nixpkgs-24.05: python312Packages.llama-index-embeddings-huggingface

LlamaIndex Embeddings Integration for Huggingface

nixpkgs-unstable: python314Packages.llama-index-vector-stores-faiss

LlamaIndex Vector Store Integration for Faiss

nixpkgs-24.05: python311Packages.llama-index-legacy

LlamaIndex Readers Integration for files

nixpkgs-unstable: python313Packages.llama-index-cli

LlamaIndex CLI

nixpkgs-24.11: python311Packages.llama-index-llms-ollama

LlamaIndex LLMS Integration for ollama

nixpkgs-unstable: python313Packages.llama-index-embeddings-gemini

LlamaIndex Llms Integration for Gemini

nixpkgs-24.05: python311Packages.llama-index-core

Data framework for your LLM applications

nixpkgs-24.11: python311Packages.llama-index-vector-stores-chroma

LlamaIndex Vector Store Integration for Chroma

nixpkgs-24.11: python311Packages.llama-index-embeddings-openai

LlamaIndex Embeddings Integration for OpenAI

nixpkgs-unstable: python313Packages.llama-index-multi-modal-llms-openai

LlamaIndex Multi-Modal-Llms Integration for OpenAI

nixpkgs-unstable: python314Packages.llama-index-llms-ollama

LlamaIndex LLMS Integration for ollama

nixpkgs-24.11: python311Packages.llama-index-readers-database

LlamaIndex Readers Integration for Databases

nixpkgs-unstable: python313Packages.llama-index-vector-stores-qdrant

LlamaIndex Vector Store Integration for Qdrant

nixpkgs-24.11: python312Packages.llama-index-llms-ollama

LlamaIndex LLMS Integration for ollama

nixpkgs-unstable: python314Packages.llama-index-graph-stores-nebula

LlamaIndex Graph Store Integration for Nebula

nixpkgs-24.11: python311Packages.llama-index-graph-stores-neo4j

LlamaIndex Graph Store Integration for Neo4j

nixpkgs-24.05: python312Packages.llama-index-llms-ollama

LlamaIndex LLMS Integration for ollama

nixpkgs-24.05: python311Packages.llama-index-readers-s3

LlamaIndex Readers Integration for S3

nixpkgs-24.05: python312Packages.llama-index-readers-llama-parse

LlamaIndex Readers Integration for files

nixpkgs-unstable: python314Packages.llama-index-legacy

LlamaIndex Readers Integration for files

nixpkgs-24.11: python312Packages.llama-index-multi-modal-llms-openai

LlamaIndex Multi-Modal-Llms Integration for OpenAI

nixpkgs-24.05: python311Packages.llama-index-vector-stores-google

LlamaIndex Vector Store Integration for Google

nixpkgs-24.11: python312Packages.llama-index-indices-managed-llama-cloud

LlamaCloud Index and Retriever

nixpkgs-24.05: python311Packages.llama-index-graph-stores-neo4j

LlamaIndex Graph Store Integration for Neo4j

nixpkgs-unstable: python314Packages.llama-index-embeddings-openai-like

LlamaIndex Embeddings Integration for OpenAI like

nixpkgs-24.11: python312Packages.llama-index-embeddings-gemini

LlamaIndex Llms Integration for Gemini

nixpkgs-24.11: python312Packages.llama-index-cli

LlamaIndex CLI

nixpkgs-24.11: python312Packages.llama-index-llms-openai

LlamaIndex LLMS Integration for OpenAI

nixpkgs-24.11: python312Packages.llama-index-graph-stores-neo4j

LlamaIndex Graph Store Integration for Neo4j

nixpkgs-24.11: python311Packages.llama-index-core

Data framework for your LLM applications

nixpkgs-24.11: python312Packages.llama-index-embeddings-huggingface

LlamaIndex Embeddings Integration for Huggingface

nixpkgs-24.05: python312Packages.llama-index-readers-s3

LlamaIndex Readers Integration for S3

nixpkgs-24.05: python311Packages.llama-index-vector-stores-postgres

LlamaIndex Vector Store Integration for Postgres

nixpkgs-24.11: python311Packages.llama-index-agent-openai

LlamaIndex Agent Integration for OpenAI

nixpkgs-24.11: python311Packages.llama-index-llms-openai

LlamaIndex LLMS Integration for OpenAI

nixpkgs-24.11: python311Packages.llama-index-graph-stores-neptune

LlamaIndex Graph Store Integration for Neptune

nixpkgs-24.05: python312Packages.llama-index-indices-managed-llama-cloud

LlamaCloud Index and Retriever

nixpkgs-24.05: python311Packages.llama-index-embeddings-openai

LlamaIndex Embeddings Integration for OpenAI

nixpkgs-24.11: python312Packages.llama-index-readers-database

LlamaIndex Readers Integration for Databases

nixpkgs-24.05: python311Packages.llama-index-readers-json

LlamaIndex Readers Integration for Json

nixpkgs-24.05: python312Packages.llama-index-cli

LlamaIndex CLI

nixpkgs-unstable: python314Packages.llama-index-llms-openai-like

LlamaIndex LLMS Integration for OpenAI like

nixpkgs-24.11: python312Packages.llama-index-program-openai

LlamaIndex Program Integration for OpenAI

nixpkgs-24.11: python311Packages.llama-index-indices-managed-llama-cloud

LlamaCloud Index and Retriever

nixpkgs-unstable: python314Packages.llama-index-vector-stores-google

LlamaIndex Vector Store Integration for Google

nixpkgs-24.05: python312Packages.llama-index-vector-stores-qdrant

LlamaIndex Vector Store Integration for Qdrant

nixpkgs-24.05: python312Packages.llama-index-graph-stores-neptune

LlamaIndex Graph Store Integration for Neptune

nixpkgs-24.05: python312Packages.llama-index-readers-txtai

LlamaIndex Readers Integration for txtai

nixpkgs-24.05: python311Packages.llama-index-agent-openai

LlamaIndex Agent Integration for OpenAI

nixpkgs-24.05: python312Packages.llama-index-multi-modal-llms-openai

LlamaIndex Multi-Modal-Llms Integration for OpenAI

nixpkgs-24.05: python312Packages.llama-index-readers-twitter

LlamaIndex Readers Integration for Twitter


Dependencies

.github/workflows/build_package.yml actions
  • actions/checkout v3 composite
  • actions/setup-python v4 composite
.github/workflows/codeql.yml actions
  • actions/checkout v3 composite
  • github/codeql-action/analyze v2 composite
  • github/codeql-action/autobuild v2 composite
  • github/codeql-action/init v2 composite
.github/workflows/lint.yml actions
  • actions/checkout v3 composite
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.github/workflows/unit_test.yml actions
  • actions/checkout v3 composite
  • actions/setup-python v4 composite
.github/workflows/core-typecheck.yml actions
  • actions/checkout v6 composite
  • astral-sh/setup-uv v7 composite
.github/workflows/coverage_check.yml actions
  • actions/checkout v6 composite
  • astral-sh/setup-uv v7 composite
.github/workflows/issue_classifier.yml actions
  • actions/checkout v6 composite
  • actions/create-github-app-token v3 composite
  • run-llama/issue-classifier v0.2.0 composite
.github/workflows/stale_bot.yml actions
  • actions/stale v10 composite
.github/workflows/release.yml actions
  • CSchoel/release-notes-from-changelog v1 composite
  • actions/attest-build-provenance v4 composite
  • actions/checkout v6 composite
  • actions/create-github-app-token v3 composite
  • astral-sh/setup-uv v7 composite
  • peter-evans/repository-dispatch v4 composite
.github/workflows/publish_sub_package.yml actions
  • actions/checkout v6 composite
  • astral-sh/setup-uv v7 composite
.github/workflows/llama_dev_tests.yml actions
  • actions/checkout v6 composite
  • astral-sh/setup-uv v7 composite
docs/api_reference/poetry.lock pypi
  • 147 dependencies
.github/workflows/close_new_integration_prs.yml actions
  • actions/github-script v8 composite
.github/workflows/sync-docs.yml actions
  • actions/checkout v6 composite
  • astral-sh/setup-uv v7 composite
.github/workflows/pre_release.yml actions
  • actions/checkout v6 composite
  • astral-sh/setup-uv v7 composite
  • peter-evans/create-pull-request v8 composite
docs/api_reference/pyproject.toml pypi
  • appnope 0.1.4
  • asttokens 2.4.1
  • attrs 23.2.0
  • babel 2.14.0
  • beautifulsoup4 4.12.3
  • bleach 6.1.0
  • certifi 2024.7.4
  • charset-normalizer 3.3.2
  • colorama 0.4.6
  • comm 0.2.2
  • debugpy 1.8.1
  • decorator 5.1.1
  • defusedxml 0.7.1
  • executing 2.0.1
  • fastjsonschema 2.19.1
  • ghp-import 2.1.0
  • griffe-fieldz ^0.2.0
  • idna 3.15
  • ipykernel 6.29.3
  • ipython 8.22.2
  • jedi 0.19.1
  • jinja2 ^3.1.6
  • jsonschema 4.21.1
  • jsonschema-specifications 2023.12.1
  • jupyter-client 8.6.1
  • jupyter-core 5.7.2
  • jupyterlab-pygments 0.3.0
  • jupytext 1.16.1
  • llama-deploy *
  • llama-index-instrumentation *
  • markdown ^3.5.2
  • markdown-it-py ^3.0.0
  • markupsafe 2.1.5
  • matplotlib-inline 0.1.6
  • mdit-py-plugins 0.4.0
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  • mkdocs-jupyter ^0.24.6
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  • nest-asyncio 1.6.0
  • packaging 25.0
  • paginate 0.5.6
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  • parso 0.8.3
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  • pexpect 4.9.0
  • platformdirs 4.2.0
  • prompt-toolkit 3.0.43
  • psutil 5.9.8
  • ptyprocess 0.7.0
  • pure-eval 0.2.2
  • pygments 2.17.2
  • pymdown-extensions 10.21.3
  • python ^3.11
  • python-dateutil 2.9.0.post0
  • pyyaml 6.0.1
  • pyyaml-env-tag 0.1
  • pyzmq 25.1.2
  • referencing 0.33.0
  • regex 2023.12.25
  • requests ^2.33.0
  • rpds-py 0.18.0
  • six 1.16.0
  • soupsieve 2.5
  • stack-data 0.6.3
  • tinycss2 1.2.1
  • toml 0.10.2
  • tornado >=6.5
  • traitlets 5.14.2
  • urllib3 2.6.3
  • watchdog 4.0.0
  • wcwidth 0.2.13
  • webencodings 0.5.1