# llama_index

> LlamaIndex is the leading document agent and OCR platform

- **URL**: https://www.freshcrate.ai/projects/llama_index
- **Author**: run-llama
- **Category**: Databases
- **Latest version**: `v0.14.22` (2026-05-14)
- **License**: MIT
- **Source**: https://github.com/run-llama/llama_index
- **Homepage**: https://developers.llamaindex.ai
- **Language**: Python
- **GitHub**: 48,774 stars, 7,274 forks
- **Registry**: github
- **Tags**: `agents`, `application`, `data`, `fine-tuning`, `framework`, `llamaindex`, `llm`, `multi-agents`, `python`

## Description

LlamaIndex is the leading document agent and OCR platform

## Recent releases

| Version | Date | Urgency | Changes |
| --- | --- | --- | --- |
| `v0.14.22` | 2026-05-14 | High | # Release Notes  ## [2026-05-14]  ### llama-index-agent-agentmesh [0.2.0]  - mass uv lock --upgrade ([#21638](https://github.com/run-llama/llama_index/pull/21638))  ### llama-index-callbacks-agentops [0.5.0]  - chore(deps): bump the pip group across 55 directories with 3 updates ([#21435](https://github.com/run-llama/llama_index/pull/21435)) - mass uv lock --upgrade ([#21638](https://github.com/run-llama/llama_index/pull/21638))  ### llama-index-callbacks-aim [0.4.1]  - mass uv lock --upgrade ([ |
| `v0.14.21` | 2026-04-21 | High | # Release Notes  ## [2026-04-21]  ### llama-index-callbacks-honeyhive [0.5.0]  - chore(deps): bump the pip group across 87 directories with 2 updates ([#21382](https://github.com/run-llama/llama_index/pull/21382)) - chore(deps): bump the pip group across 68 directories with 2 updates ([#21394](https://github.com/run-llama/llama_index/pull/21394))  ### llama-index-core [0.14.21]  - fix(core): prevent `KeyError` in `DocumentSummaryIndex.delete_nodes` when invalid node ID is provided ([#21067](http |
| `v0.14.20` | 2026-04-03 | High | # Release Notes  ## [2026-04-03]  ### llama-index-agent-agentmesh [0.2.0]  - fix vulnerability with nltk ([#21275](https://github.com/run-llama/llama_index/pull/21275))  ### llama-index-callbacks-agentops [0.5.0]  - chore(deps): bump the uv group across 50 directories with 2 updates ([#21164](https://github.com/run-llama/llama_index/pull/21164)) - chore(deps): bump the uv group across 24 directories with 1 update ([#21219](https://github.com/run-llama/llama_index/pull/21219)) - chore(deps): bump |
| `v0.14.19` | 2026-03-25 | Medium | # Release Notes  ## [2026-03-25]  ### llama-index-agent-agentmesh [0.2.0]  - chore(deps): bump the uv group across 49 directories with 1 update ([#21083](https://github.com/run-llama/llama_index/pull/21083))  ### llama-index-callbacks-argilla [0.5.0]  - chore(deps): bump the uv group across 3 directories with 1 update ([#21069](https://github.com/run-llama/llama_index/pull/21069))  ### llama-index-core [0.14.19]  - fix: pass `delete_from_docstore` parameter in `BaseIndex.delete_ref_doc` ([#20990 |
| `v0.14.18` | 2026-03-16 | Low | # Release Notes  ## [2026-03-16]  ### llama-index-agent-agentmesh [0.2.0]  - chore: deprecate python 3.9 once and for all ([#20956](https://github.com/run-llama/llama_index/pull/20956))  ### llama-index-agent-azure [0.3.0]  - chore: deprecate python 3.9 once and for all ([#20956](https://github.com/run-llama/llama_index/pull/20956))  ### llama-index-callbacks-agentops [0.5.0]  - chore: deprecate python 3.9 once and for all ([#20956](https://github.com/run-llama/llama_index/pull/20956))  ### llam |
| `v0.14.16` | 2026-03-10 | Low | # Release Notes  ## [2026-03-10]  ### llama-index-core [0.14.16]  - Add token-bucket rate limiter for LLM and embedding API calls ([#20712](https://github.com/run-llama/llama_index/pull/20712)) - Fix/20706 chonkie init doc ([#20713](https://github.com/run-llama/llama_index/pull/20713)) - fix: pass tool_choice through FunctionCallingProgram ([#20740](https://github.com/run-llama/llama_index/pull/20740)) - feat: Multimodal LLMReranker ([#20743](https://github.com/run-llama/llama_index/pull/20743)) |
| `v0.14.15` | 2026-02-18 | Low | # Release Notes  ## [2026-02-18]  ### llama-index-agent-agentmesh [0.1.0]  - [Integration] AgentMesh: Trust Layer for LlamaIndex Agents ([#20644](https://github.com/run-llama/llama_index/pull/20644))  ### llama-index-core [0.14.15]  - Support basic operations for multimodal types ([#20640](https://github.com/run-llama/llama_index/pull/20640)) - Feat recursive llm type support ([#20642](https://github.com/run-llama/llama_index/pull/20642)) - fix: remove redundant metadata_seperator field from Tex |
| `v0.14.14` | 2026-02-10 | Low | # Release Notes  ## [2026-02-10]  ### llama-index-callbacks-wandb [0.4.2]  - Fix potential crashes and improve security defaults in core components ([#20610](https://github.com/run-llama/llama_index/pull/20610))  ### llama-index-core [0.14.14]  - fix: catch pydantic ValidationError in VectorStoreQueryOutputParser ([#20450](https://github.com/run-llama/llama_index/pull/20450)) - fix: distinguish empty string from None in MediaResource.hash ([#20451](https://github.com/run-llama/llama_index/pull/2 |
| `v0.14.13` | 2026-01-21 | Low | # Release Notes  ## [2026-01-21]  ### llama-index-core [0.14.13]  - feat: add early_stopping_method parameter to agent workflows ([#20389](https://github.com/run-llama/llama_index/pull/20389)) - feat: Add token-based code splitting support to CodeSplitter ([#20438](https://github.com/run-llama/llama_index/pull/20438)) - Add RayIngestionPipeline integration for distributed data ingestion ([#20443](https://github.com/run-llama/llama_index/pull/20443)) - Added the multi-modal version of the Condens |
| `v0.14.12` | 2025-12-30 | Low | # Release Notes  ## [2025-12-30]  ### llama-index-callbacks-agentops [0.4.1]  - Feat/async tool spec support ([#20338](https://github.com/run-llama/llama_index/pull/20338))  ### llama-index-core [0.14.12]  - Feat/async tool spec support ([#20338](https://github.com/run-llama/llama_index/pull/20338)) - Improve `MockFunctionCallingLLM` ([#20356](https://github.com/run-llama/llama_index/pull/20356)) - fix(openai): sanitize generic Pydantic model schema names ([#20371](https://github.com/run-llama/l |

## Citation

- HTML: https://www.freshcrate.ai/projects/llama_index
- Markdown: https://www.freshcrate.ai/projects/llama_index.md
- Dependencies JSON: https://www.freshcrate.ai/api/projects/llama_index/deps

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