---
title: "Langfuse is the #1 most used Open Source LLMOps Product"
date: 2024/11/05
description: "Langfuse is the leading Open Source LLMOps product, trusted by thousands of teams for its robust tracing and evaluation, seamless integrations, and extensive community."
ogImage: /images/blog/2024-11-most-used-oss-llmops-tool/most-used-oss-llmops-solution.png
tag: announcement
author: Marc, Clemens, Max
---

We have collected different metrics and are excited to share that Langfuse is the **most used Open Source LLMOps product** out there.

> [Langfuse](/) offers developers a comprehensive set of tools for **observability**, **evaluation**, and **prompt management**, making it a good choice to develop and improve AI applications in production. We receive incredible feedback from our users, and it motivates us to continue building the **best product for the community**.

We are incredibly thankful to work with such a large community of users that care deeply about Langfuse. We have grown from a few core users within Y Combinator to thousands of teams who use Langfuse in startups, tech companies, and enterprises. Your support and engagement helps drive the overall roadmap and success of Langfuse. Thank you for being a part of our journey as we work together to help everyone build better AI applications.

  Looking for a popular, well-integrated and battle-tested OSS LLMOps stack that
  can easily be self-hosted and extended? Learn more about the LiteLLM x
  Langfuse integration at [oss-llmops-stack.com](https://oss-llmops-stack.com).

## Download Metrics

Langfuse is the **most downloaded** OSS LLMOps tool across Python, JS/TS, and Docker.

|                 | pypi downloads                                                                                                                                                                              | npm downloads                                                                                                                                                                                                | docker pulls                                                                                                                                                                                                                                                            |
| --------------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------ | ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
| 🪢 Langfuse     | [![Langfuse pypi downloads](https://img.shields.io/pypi/dm/langfuse?style=for-the-badge&label=%20&labelColor=black&color=orange)](https://pypi.org/project/langfuse/)                       | [![Langfuse npm downloads](https://img.shields.io/npm/dm/langfuse?style=for-the-badge&label=%20&labelColor=black&color=orange)](https://www.npmjs.com/package/langfuse)                                      | [![Langfuse Docker Pulls](https://img.shields.io/docker/pulls/langfuse/langfuse?style=for-the-badge&label=%20&labelColor=black&color=orange)](https://hub.docker.com/r/langfuse/langfuse) + 4.7M ([ghcr](https://github.com/langfuse/langfuse/pkgs/container/langfuse)) |
| Helicone        | [![Helicone pypi downloads](https://img.shields.io/pypi/dm/helicone?style=for-the-badge&label=%20&labelColor=black&color=grey)](https://pypi.org/project/helicone)                          | [![Helicone npm downloads](https://img.shields.io/npm/dm/helicone?style=for-the-badge&label=%20&labelColor=black&color=grey)](https://www.npmjs.com/package/helicone)                                        | [![Helicone Docker Pulls](https://img.shields.io/docker/pulls/helicone/worker?style=for-the-badge&label=%20&labelColor=black&color=grey)](https://hub.docker.com/r/helicone/worker)                                                                                     |
| Opik / Comet    | [![opik pypi downloads](https://img.shields.io/pypi/dm/opik?style=for-the-badge&label=%20&labelColor=black&color=grey)](https://pypi.org/project/opik)                                      | N/A                                                                                                                                                                                                          | 115k ([ghcr](https://github.com/comet-ml/opik/pkgs/container/opik%2Fopik-backend))                                                                                                                                                                                      |
| Phoenix / Arize | [![Phoenix pypi downloads](https://img.shields.io/pypi/dm/arize-phoenix?style=for-the-badge&label=%20&labelColor=black&color=grey)](https://pypi.org/project/phoenix)                       | N/A                                                                                                                                                                                                          | [![Phoenix Docker Pulls](https://img.shields.io/docker/pulls/arizephoenix/phoenix?style=for-the-badge&label=%20&labelColor=black&color=grey)](https://hub.docker.com/r/arizephoenix/phoenix)                                                                            |
| Lunary          | [![Lunary pypi downloads](https://img.shields.io/pypi/dm/lunary?style=for-the-badge&label=%20&labelColor=black&color=grey)](https://pypi.org/project/lunary)                                | [![Lunary npm downloads](https://img.shields.io/npm/dm/lunary?style=for-the-badge&label=%20&labelColor=black&color=grey)](https://www.npmjs.com/package/lunary)                                              | N/A                                                                                                                                                                                                                                                                     |
| Openlit         | [![Openlit pypi downloads](https://img.shields.io/pypi/dm/openlit?style=for-the-badge&label=%20&labelColor=black&color=grey)](https://pypi.org/project/openlit)                             | [![Openlit npm downloads](https://img.shields.io/npm/dm/openlit?style=for-the-badge&label=%20&labelColor=black&color=grey)](https://www.npmjs.com/package/openlit)                                           | 20k ([ghcr](https://ghcr.io/openlit/openlit))                                                                                                                                                                                                                           |
| Langtrace       | [![Langtrace pypi downloads](https://img.shields.io/pypi/dm/langtrace-python-sdk?style=for-the-badge&label=%20&labelColor=black&color=grey)](https://pypi.org/project/langtrace-python-sdk) | [![Langtrace npm downloads](https://img.shields.io/npm/dm/%40langtrase%2Ftypescript-sdk?style=for-the-badge&label=%20&labelColor=black&color=grey)](https://www.npmjs.com/package/@langtrase/typescript-sdk) | [![Langtrace Docker Pulls](https://img.shields.io/docker/pulls/scale3labs/langtrace-client?style=for-the-badge&label=%20&labelColor=black&color=grey)](https://hub.docker.com/r/scale3labs/langtrace-client)                                                            |

_Numbers refresh automatically via [shields.io](https://shields.io)_

## Community Engagement

Langfuse is the **most starred** open source LLMOps tool across GitHub and the fastest growing since its launch in June 2023.

<Tabs items={["all-time", "aligned timeline"]}>
  <Tab>
    
      ![Langfuse is the #1 most used open source LLMOps
      tool](/images/blog/2024-11-most-used-oss-llmops-tool/starhistory-oss-llmops-most-used.png)
    
    _source: [star-history.com](https://star-history.com/#langfuse/langfuse&helicone/helicone&comet-ml/opik&arize-ai/phoenix&lunary-ai/lunary&openlit/openlit&Scale3-Labs/langtrace&Date)_
  </Tab>
  <Tab>
    
      ![Langfuse is the #1 most used open source LLMOps tool (aligned
      timeline)](/images/blog/2024-11-most-used-oss-llmops-tool/star-history-aligned-timeline.png)
    
    _source: [star-history.com](https://star-history.com/#langfuse/langfuse&helicone/helicone&comet-ml/opik&arize-ai/phoenix&lunary-ai/lunary&openlit/openlit&Scale3-Labs/langtrace&Date)_
  </Tab>
</Tabs>

We are proud to have the **most engaged** community in this space on [GitHub](https://github.com/langfuse/langfuse) besides our [Discord](https://discord.langfuse.com) server.

|                 | GitHub stars                                                                                                                                                                               | Last commit                                                                                                                                                                                     | GitHub Discussions                                                                                                                                                                                                 | GitHub Issues                                                                                                                                                                                                                              |
| --------------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------ | ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------ | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------ |
| 🪢 Langfuse     | [![Langfuse GitHub stars](https://img.shields.io/github/stars/langfuse/langfuse?style=for-the-badge&label=%20&labelColor=black&color=orange)](https://github.com/langfuse/langfuse)        | [![Langfuse last commit](https://img.shields.io/github/last-commit/langfuse/langfuse?style=for-the-badge&label=%20&labelColor=black&color=orange)](https://github.com/langfuse/langfuse)        | [![Langfuse GitHub Discussions](https://img.shields.io/github/discussions/langfuse/langfuse?style=for-the-badge&label=%20&labelColor=black&color=orange)](https://github.com/orgs/langfuse/discussions)            | [![Langfuse GitHub Issues](https://img.shields.io/github/issues-pr-closed-raw/langfuse/langfuse?style=for-the-badge&label=%20&labelColor=black&color=orange)](https://github.com/langfuse/langfuse/issues?q=is%3Aissue+is%3Aclosed)        |
| Helicone        | [![Helicone GitHub stars](https://img.shields.io/github/stars/helicone/helicone?style=for-the-badge&label=%20&labelColor=black&color=grey)](https://github.com/helicone/helicone)          | [![Helicone last commit](https://img.shields.io/github/last-commit/helicone/helicone?style=for-the-badge&label=%20&labelColor=black&color=grey)](https://github.com/helicone/helicone)          | [![Helicone GitHub Discussions](https://img.shields.io/github/discussions/helicone/helicone?style=for-the-badge&label=%20&labelColor=black&color=grey)](https://github.com/Helicone/helicone/discussions)          | [![Helicone GitHub Issues](https://img.shields.io/github/issues-pr-closed-raw/helicone/helicone?style=for-the-badge&label=%20&labelColor=black&color=grey)](https://github.com/helicone/helicone/issues?q=is%3Aissue+is%3Aclosed)          |
| Opik / Comet    | [![opik GitHub stars](https://img.shields.io/github/stars/comet-ml/opik?style=for-the-badge&label=%20&labelColor=black&color=grey)](https://github.com/comet-ml/opik)                      | [![opik last commit](https://img.shields.io/github/last-commit/comet-ml/opik?style=for-the-badge&label=%20&labelColor=black&color=grey)](https://github.com/comet-ml/opik)                      | N/A                                                                                                                                                                                                                | [![opik GitHub Issues](https://img.shields.io/github/issues-pr-closed-raw/comet-ml/opik?style=for-the-badge&label=%20&labelColor=black&color=grey)](https://github.com/comet-ml/opik/issues?q=is%3Aissue+is%3Aclosed)                      |
| Phoenix / Arize | [![Phoenix GitHub stars](https://img.shields.io/github/stars/arize-ai/phoenix?style=for-the-badge&label=%20&labelColor=black&color=grey)](https://github.com/arize-ai/phoenix)             | [![Phoenix last commit](https://img.shields.io/github/last-commit/arize-ai/phoenix?style=for-the-badge&label=%20&labelColor=black&color=grey)](https://github.com/arize-ai/phoenix)             | [![Phoenix GitHub Discussions](https://img.shields.io/github/discussions/arize-ai/phoenix?style=for-the-badge&label=%20&labelColor=black&color=grey)](https://github.com/Arize-ai/phoenix/discussions)             | [![Phoenix GitHub Issues](https://img.shields.io/github/issues-pr-closed-raw/arize-ai/phoenix?style=for-the-badge&label=%20&labelColor=black&color=grey)](https://github.com/arize-ai/phoenix/issues?q=is%3Aissue+is%3Aclosed)             |
| Lunary          | [![Lunary GitHub stars](https://img.shields.io/github/stars/lunary-ai/lunary?style=for-the-badge&label=%20&labelColor=black&color=grey)](https://github.com/lunary-ai/lunary)              | [![Lunary last commit](https://img.shields.io/github/last-commit/lunary-ai/lunary?style=for-the-badge&label=%20&labelColor=black&color=grey)](https://github.com/lunary-ai/lunary)              | [![Lunary GitHub Discussions](https://img.shields.io/github/discussions/lunary-ai/lunary?style=for-the-badge&label=%20&labelColor=black&color=grey)](https://github.com/orgs/lunary-ai/discussions)                | [![Lunary GitHub Issues](https://img.shields.io/github/issues-pr-closed-raw/lunary-ai/lunary?style=for-the-badge&label=%20&labelColor=black&color=grey)](https://github.com/lunary-ai/lunary/issues?q=is%3Aissue+is%3Aclosed)              |
| Openlit         | [![Openlit GitHub stars](https://img.shields.io/github/stars/openlit/openlit?style=for-the-badge&label=%20&labelColor=black&color=grey)](https://github.com/openlit/openlit)               | [![Openlit last commit](https://img.shields.io/github/last-commit/openlit/openlit?style=for-the-badge&label=%20&labelColor=black&color=grey)](https://github.com/openlit/openlit)               | [![Openlit GitHub Discussions](https://img.shields.io/github/discussions/openlit/openlit?style=for-the-badge&label=%20&labelColor=black&color=grey)](https://github.com/orgs/openlit/discussions)                  | [![Openlit GitHub Issues](https://img.shields.io/github/issues-pr-closed-raw/openlit/openlit?style=for-the-badge&label=%20&labelColor=black&color=grey)](https://github.com/openlit/openlit/issues?q=is%3Aissue+is%3Aclosed)               |
| Langtrace       | [![Langtrace GitHub stars](https://img.shields.io/github/stars/Scale3-Labs/langtrace?style=for-the-badge&label=%20&labelColor=black&color=grey)](https://github.com/Scale3-Labs/langtrace) | [![Langtrace last commit](https://img.shields.io/github/last-commit/Scale3-Labs/langtrace?style=for-the-badge&label=%20&labelColor=black&color=grey)](https://github.com/Scale3-Labs/langtrace) | [![Langtrace GitHub Discussions](https://img.shields.io/github/discussions/Scale3-Labs/langtrace?style=for-the-badge&label=%20&labelColor=black&color=grey)](https://github.com/Scale3-Labs/langtrace/discussions) | [![Langtrace GitHub Issues](https://img.shields.io/github/issues-pr-closed-raw/Scale3-Labs/langtrace?style=for-the-badge&label=%20&labelColor=black&color=grey)](https://github.com/Scale3-Labs/langtrace/issues?q=is%3Aissue+is%3Aclosed) |

_Numbers refresh automatically via [shields.io](https://shields.io)_

## Why chose Langfuse?

<Steps>
  ### Large community: Langfuse has numerous actively maintained
  **integrations** with the latest LLM frameworks (such as
  [Langchain](/integrations/frameworks/langchain),
  [LlamaIndex](/integrations/frameworks/llamaindex), and
  [OpenAI](/integrations/model-providers/openai-py)) and a helpful community on
  [Discord](https://discord.langfuse.com) and
  [GitHub](https://github.com/orgs/langfuse/discussions). ### Battle-tested:
  Langfuse is used in production by thousands of users and has a proven track
  record of **reliability** and **performance**.
</Steps>

  Read more on why other teams use Langfuse [here](/why).

## Detailed Metrics

We want to be as transparent as possible for our customers, community, partners and potential future [employees](/careers). That is why we aggregate the core metrics on this public dashoard.

[View the Langfuse public metrics dashboard](https://app.hex.tech/clickhouse-analytics/app/0349rZiOtG8QDXATQrRCSI/latest).

## Open source projects using Langfuse

While we see a lot of traction, we can monitor which open source projects actually use Langfuse. Find a list below:

  
### Dependents stats for langfuse/langfuse-python

[![Generated by github-dependents-info](https://img.shields.io/static/v1?label=Used%20by&message=199&color=informational&logo=slickpic)](https://github.com/langfuse/langfuse-python/network/dependents)
[![Generated by github-dependents-info](<https://img.shields.io/static/v1?label=Used%20by%20(public)&message=199&color=informational&logo=slickpic>)](https://github.com/langfuse/langfuse-python/network/dependents)
[![Generated by github-dependents-info](<https://img.shields.io/static/v1?label=Used%20by%20(private)&message=-199&color=informational&logo=slickpic>)](https://github.com/langfuse/langfuse-python/network/dependents)
[![Generated by github-dependents-info](<https://img.shields.io/static/v1?label=Used%20by%20(stars)&message=115&color=informational&logo=slickpic>)](https://github.com/langfuse/langfuse-python/network/dependents)

| Repository                                                                                                                                                                                                                                                                             |  Stars |
| :------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | -----: |
| ![avatar](https://avatars.githubusercontent.com/u/85702467?s=40&v=4) &nbsp; [langflow-ai](https://github.com/langflow-ai) / [langflow](https://github.com/langflow-ai/langflow)                                                                                                        | 116251 |
| ![avatar](https://avatars.githubusercontent.com/u/158137808?s=40&v=4) &nbsp; [open-webui](https://github.com/open-webui) / [open-webui](https://github.com/open-webui/open-webui)                                                                                                      | 109642 |
| ![avatar](https://avatars.githubusercontent.com/u/23818?s=40&v=4) &nbsp; [abi](https://github.com/abi) / [screenshot-to-code](https://github.com/abi/screenshot-to-code)                                                                                                               |  70877 |
| ![avatar](https://avatars.githubusercontent.com/u/69962740?s=40&v=4) &nbsp; [infiniflow](https://github.com/infiniflow) / [ragflow](https://github.com/infiniflow/ragflow)                                                                                                             |  64118 |
| ![avatar](https://avatars.githubusercontent.com/u/130722866?s=40&v=4) &nbsp; [run-llama](https://github.com/run-llama) / [llama_index](https://github.com/run-llama/llama_index)                                                                                                       |  44203 |
| ![avatar](https://avatars.githubusercontent.com/u/159330290?s=40&v=4) &nbsp; [QuivrHQ](https://github.com/QuivrHQ) / [quivr](https://github.com/QuivrHQ/quivr)                                                                                                                         |  38415 |
| ![avatar](https://avatars.githubusercontent.com/u/6154722?s=40&v=4) &nbsp; [microsoft](https://github.com/microsoft) / [ai-agents-for-beginners](https://github.com/microsoft/ai-agents-for-beginners)                                                                                 |  38012 |
| ![avatar](https://avatars.githubusercontent.com/u/31035808?s=40&v=4) &nbsp; [mindsdb](https://github.com/mindsdb) / [mindsdb](https://github.com/mindsdb/mindsdb)                                                                                                                      |  35669 |
| ![avatar](https://avatars.githubusercontent.com/u/121462774?s=40&v=4) &nbsp; [BerriAI](https://github.com/BerriAI) / [litellm](https://github.com/BerriAI/litellm)                                                                                                                     |  28726 |
| ![avatar](https://avatars.githubusercontent.com/u/170767358?s=40&v=4) &nbsp; [kortix-ai](https://github.com/kortix-ai) / [suna](https://github.com/kortix-ai/suna)                                                                                                                     |  17976 |
| ![avatar](https://avatars.githubusercontent.com/u/7250217?s=40&v=4) &nbsp; [Canner](https://github.com/Canner) / [WrenAI](https://github.com/Canner/WrenAI)                                                                                                                            |  11868 |
| ![avatar](https://avatars.githubusercontent.com/u/193350244?s=40&v=4) &nbsp; [The-Pocket](https://github.com/The-Pocket) / [PocketFlow](https://github.com/The-Pocket/PocketFlow)                                                                                                      |   8313 |
| ![avatar](https://avatars.githubusercontent.com/u/139012218?s=40&v=4) &nbsp; [OpenPipe](https://github.com/OpenPipe) / [ART](https://github.com/OpenPipe/ART)                                                                                                                          |   7093 |
| ![avatar](https://avatars.githubusercontent.com/u/125468716?s=40&v=4) &nbsp; [topoteretes](https://github.com/topoteretes) / [cognee](https://github.com/topoteretes/cognee)                                                                                                           |   7011 |
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| ![avatar](https://avatars.githubusercontent.com/u/162546372?s=40&v=4) &nbsp; [BasedHardware](https://github.com/BasedHardware) / [omi](https://github.com/BasedHardware/omi)                                                                                                           |   6231 |
| ![avatar](https://avatars.githubusercontent.com/u/118301880?s=40&v=4) &nbsp; [hatchet-dev](https://github.com/hatchet-dev) / [hatchet](https://github.com/hatchet-dev/hatchet)                                                                                                         |   6019 |
| ![avatar](https://avatars.githubusercontent.com/u/88676955?s=40&v=4) &nbsp; [zenml-io](https://github.com/zenml-io) / [zenml](https://github.com/zenml-io/zenml)                                                                                                                       |   4873 |
| ![avatar](https://avatars.githubusercontent.com/u/47287758?s=40&v=4) &nbsp; [coleam00](https://github.com/coleam00) / [ottomator-agents](https://github.com/coleam00/ottomator-agents)                                                                                                 |   4165 |
| ![avatar](https://avatars.githubusercontent.com/u/8251002?s=40&v=4) &nbsp; [JoshuaC215](https://github.com/JoshuaC215) / [agent-service-toolkit](https://github.com/JoshuaC215/agent-service-toolkit)                                                                                  |   3557 |
| ![avatar](https://avatars.githubusercontent.com/u/188657705?s=40&v=4) &nbsp; [bragai](https://github.com/bragai) / [bRAG-langchain](https://github.com/bragai/bRAG-langchain)                                                                                                          |   3010 |
| ![avatar](https://avatars.githubusercontent.com/u/11855343?s=40&v=4) &nbsp; [pingcap](https://github.com/pingcap) / [autoflow](https://github.com/pingcap/autoflow)                                                                                                                    |   2651 |
| ![avatar](https://avatars.githubusercontent.com/u/158137808?s=40&v=4) &nbsp; [open-webui](https://github.com/open-webui) / [pipelines](https://github.com/open-webui/pipelines)                                                                                                        |   2055 |
| ![avatar](https://avatars.githubusercontent.com/u/179994263?s=40&v=4) &nbsp; [YFGaia](https://github.com/YFGaia) / [dify-plus](https://github.com/YFGaia/dify-plus)                                                                                                                    |   1734 |
| ![avatar](https://avatars.githubusercontent.com/u/46323662?s=40&v=4) &nbsp; [TheSpaghettiDetective](https://github.com/TheSpaghettiDetective) / [obico-server](https://github.com/TheSpaghettiDetective/obico-server)                                                                  |   1687 |
| ![avatar](https://avatars.githubusercontent.com/u/85268109?s=40&v=4) &nbsp; [MLSysOps](https://github.com/MLSysOps) / [MLE-agent](https://github.com/MLSysOps/MLE-agent)                                                                                                               |   1387 |
| ![avatar](https://avatars.githubusercontent.com/u/144196744?s=40&v=4) &nbsp; [TIGER-AI-Lab](https://github.com/TIGER-AI-Lab) / [TheoremExplainAgent](https://github.com/TIGER-AI-Lab/TheoremExplainAgent)                                                                              |   1385 |
| ![avatar](https://avatars.githubusercontent.com/u/2314423?s=40&v=4) &nbsp; [trailofbits](https://github.com/trailofbits) / [buttercup](https://github.com/trailofbits/buttercup)                                                                                                       |   1223 |
| ![avatar](https://avatars.githubusercontent.com/u/62564480?s=40&v=4) &nbsp; [wassim249](https://github.com/wassim249) / [fastapi-langgraph-agent-production-ready-template](https://github.com/wassim249/fastapi-langgraph-agent-production-ready-template)                            |   1200 |
| ![avatar](https://avatars.githubusercontent.com/u/2357342?s=40&v=4) &nbsp; [dmayboroda](https://github.com/dmayboroda) / [minima](https://github.com/dmayboroda/minima)                                                                                                                |   1010 |
| ![avatar](https://avatars.githubusercontent.com/u/65890619?s=40&v=4) &nbsp; [zstar1003](https://github.com/zstar1003) / [ragflow-plus](https://github.com/zstar1003/ragflow-plus)                                                                                                      |    993 |
| ![avatar](https://avatars.githubusercontent.com/u/151867818?s=40&v=4) &nbsp; [dynamiq-ai](https://github.com/dynamiq-ai) / [dynamiq](https://github.com/dynamiq-ai/dynamiq)                                                                                                            |    927 |
| ![avatar](https://avatars.githubusercontent.com/u/169500408?s=40&v=4) &nbsp; [opslane](https://github.com/opslane) / [opslane](https://github.com/opslane/opslane)                                                                                                                     |    719 |
| ![avatar](https://avatars.githubusercontent.com/u/20493493?s=40&v=4) &nbsp; [andysingal](https://github.com/andysingal) / [llm-course](https://github.com/andysingal/llm-course)                                                                                                       |    643 |
| ![avatar](https://avatars.githubusercontent.com/u/48585267?s=40&v=4) &nbsp; [theopenconversationkit](https://github.com/theopenconversationkit) / [tock](https://github.com/theopenconversationkit/tock)                                                                               |    587 |
| ![avatar](https://avatars.githubusercontent.com/u/178644984?s=40&v=4) &nbsp; [sentient-engineering](https://github.com/sentient-engineering) / [agent-q](https://github.com/sentient-engineering/agent-q)                                                                              |    487 |
| ![avatar](https://avatars.githubusercontent.com/u/58037050?s=40&v=4) &nbsp; [NicholasGoh](https://github.com/NicholasGoh) / [fastapi-mcp-langgraph-template](https://github.com/NicholasGoh/fastapi-mcp-langgraph-template)                                                            |    481 |
| ![avatar](https://avatars.githubusercontent.com/u/132396805?s=40&v=4) &nbsp; [phospho-app](https://github.com/phospho-app) / [text-analytics-legacy](https://github.com/phospho-app/text-analytics-legacy)                                                                             |    439 |
| ![avatar](https://avatars.githubusercontent.com/u/171800766?s=40&v=4) &nbsp; [duoyang666](https://github.com/duoyang666) / [ai_novel](https://github.com/duoyang666/ai_novel)                                                                                                          |    397 |
| ![avatar](https://avatars.githubusercontent.com/u/209155962?s=40&v=4) &nbsp; [strands-agents](https://github.com/strands-agents) / [samples](https://github.com/strands-agents/samples)                                                                                                |    385 |
| ![avatar](https://avatars.githubusercontent.com/u/66303003?s=40&v=4) &nbsp; [RobotecAI](https://github.com/RobotecAI) / [rai](https://github.com/RobotecAI/rai)                                                                                                                        |    373 |
| ![avatar](https://avatars.githubusercontent.com/u/8931462?s=40&v=4) &nbsp; [aws-samples](https://github.com/aws-samples) / [aws-ai-ml-workshop-kr](https://github.com/aws-samples/aws-ai-ml-workshop-kr)                                                                               |    295 |
| ![avatar](https://avatars.githubusercontent.com/u/25676773?s=40&v=4) &nbsp; [weizxfree](https://github.com/weizxfree) / [KnowFlow](https://github.com/weizxfree/KnowFlow)                                                                                                              |    285 |
| ![avatar](https://avatars.githubusercontent.com/u/88676955?s=40&v=4) &nbsp; [zenml-io](https://github.com/zenml-io) / [zenml-projects](https://github.com/zenml-io/zenml-projects)                                                                                                     |    276 |
| ![avatar](https://avatars.githubusercontent.com/u/136071305?s=40&v=4) &nbsp; [wxai-space](https://github.com/wxai-space) / [LightAgent](https://github.com/wxai-space/LightAgent)                                                                                                      |    275 |
| ![avatar](https://avatars.githubusercontent.com/u/168552753?s=40&v=4) &nbsp; [sql-agi](https://github.com/sql-agi) / [DB-GPT](https://github.com/sql-agi/DB-GPT)                                                                                                                       |    241 |
| ![avatar](https://avatars.githubusercontent.com/u/828269?s=40&v=4) &nbsp; [guyernest](https://github.com/guyernest) / [advanced-rag](https://github.com/guyernest/advanced-rag)                                                                                                        |    238 |
| ![avatar](https://avatars.githubusercontent.com/u/175069511?s=40&v=4) &nbsp; [bklieger-groq](https://github.com/bklieger-groq) / [mathtutor-on-groq](https://github.com/bklieger-groq/mathtutor-on-groq)                                                                               |    233 |
| ![avatar](https://avatars.githubusercontent.com/u/123981229?s=40&v=4) &nbsp; [plastic-labs](https://github.com/plastic-labs) / [honcho](https://github.com/plastic-labs/honcho)                                                                                                        |    224 |
| ![avatar](https://avatars.githubusercontent.com/u/118967077?s=40&v=4) &nbsp; [OVINC-CN](https://github.com/OVINC-CN) / [OpenWebUI](https://github.com/OVINC-CN/OpenWebUI)                                                                                                              |    202 |
| ![avatar](https://avatars.githubusercontent.com/u/31960995?s=40&v=4) &nbsp; [zhutoutoutousan](https://github.com/zhutoutoutousan) / [worldquant-miner](https://github.com/zhutoutoutousan/worldquant-miner)                                                                            |    202 |
| ![avatar](https://avatars.githubusercontent.com/u/174666116?s=40&v=4) &nbsp; [ai-shifu](https://github.com/ai-shifu) / [ai-shifu](https://github.com/ai-shifu/ai-shifu)                                                                                                                |    181 |
| ![avatar](https://avatars.githubusercontent.com/u/8931462?s=40&v=4) &nbsp; [aws-samples](https://github.com/aws-samples) / [sample-serverless-mcp-servers](https://github.com/aws-samples/sample-serverless-mcp-servers)                                                               |    175 |
| ![avatar](https://avatars.githubusercontent.com/u/171735272?s=40&v=4) &nbsp; [8090-inc](https://github.com/8090-inc) / [xrx-sample-apps](https://github.com/8090-inc/xrx-sample-apps)                                                                                                  |    163 |
| ![avatar](https://avatars.githubusercontent.com/u/51827949?s=40&v=4) &nbsp; [deepset-ai](https://github.com/deepset-ai) / [haystack-core-integrations](https://github.com/deepset-ai/haystack-core-integrations)                                                                       |    163 |
| ![avatar](https://avatars.githubusercontent.com/u/196509932?s=40&v=4) &nbsp; [XSpoonAi](https://github.com/XSpoonAi) / [spoon-core](https://github.com/XSpoonAi/spoon-core)                                                                                                            |    150 |
| ![avatar](https://avatars.githubusercontent.com/u/139558948?s=40&v=4) &nbsp; [chatchat-space](https://github.com/chatchat-space) / [LangGraph-Chatchat](https://github.com/chatchat-space/LangGraph-Chatchat)                                                                          |    144 |
| ![avatar](https://avatars.githubusercontent.com/u/44976328?s=40&v=4) &nbsp; [piyushgarg-dev](https://github.com/piyushgarg-dev) / [genai-cohort](https://github.com/piyushgarg-dev/genai-cohort)                                                                                       |    135 |
| ![avatar](https://avatars.githubusercontent.com/u/105285801?s=40&v=4) &nbsp; [i-dot-ai](https://github.com/i-dot-ai) / [redbox](https://github.com/i-dot-ai/redbox)                                                                                                                    |    132 |
| ![avatar](https://avatars.githubusercontent.com/u/90423581?s=40&v=4) &nbsp; [bmd1905](https://github.com/bmd1905) / [ChatOpsLLM](https://github.com/bmd1905/ChatOpsLLM)                                                                                                                |    127 |
| ![avatar](https://avatars.githubusercontent.com/u/202074444?s=40&v=4) &nbsp; [Fintech-Dreamer](https://github.com/Fintech-Dreamer) / [FinSynth](https://github.com/Fintech-Dreamer/FinSynth)                                                                                           |    121 |
| ![avatar](https://avatars.githubusercontent.com/u/1566555?s=40&v=4) &nbsp; [kenshiro-o](https://github.com/kenshiro-o) / [nagato-ai](https://github.com/kenshiro-o/nagato-ai)                                                                                                          |    119 |
| ![avatar](https://avatars.githubusercontent.com/u/32715913?s=40&v=4) &nbsp; [AmineDjeghri](https://github.com/AmineDjeghri) / [generative-ai-project-template](https://github.com/AmineDjeghri/generative-ai-project-template)                                                         |    106 |
| ![avatar](https://avatars.githubusercontent.com/u/42655961?s=40&v=4) &nbsp; [zozoheir](https://github.com/zozoheir) / [tinyllm](https://github.com/zozoheir/tinyllm)                                                                                                                   |    100 |
| ![avatar](https://avatars.githubusercontent.com/u/6801780?s=40&v=4) &nbsp; [tuhinsharma121](https://github.com/tuhinsharma121) / [ai-playground](https://github.com/tuhinsharma121/ai-playground)                                                                                      |     97 |
| ![avatar](https://avatars.githubusercontent.com/u/25398886?s=40&v=4) &nbsp; [pavanjava](https://github.com/pavanjava) / [bootstrap-rag](https://github.com/pavanjava/bootstrap-rag)                                                                                                    |     91 |
| ![avatar](https://avatars.githubusercontent.com/u/5483139?s=40&v=4) &nbsp; [hustyichi](https://github.com/hustyichi) / [dify-eval](https://github.com/hustyichi/dify-eval)                                                                                                             |     82 |
| ![avatar](https://avatars.githubusercontent.com/u/136511203?s=40&v=4) &nbsp; [longevity-genie](https://github.com/longevity-genie) / [just-agents](https://github.com/longevity-genie/just-agents)                                                                                     |     75 |
| ![avatar](https://avatars.githubusercontent.com/u/29546870?s=40&v=4) &nbsp; [MSNP1381](https://github.com/MSNP1381) / [kaggle-Agent](https://github.com/MSNP1381/kaggle-Agent)                                                                                                         |     70 |
| ![avatar](https://avatars.githubusercontent.com/u/55096704?s=40&v=4) &nbsp; [TencentBlueKing](https://github.com/TencentBlueKing) / [bk-monitor](https://github.com/TencentBlueKing/bk-monitor)                                                                                        |     68 |
| ![avatar](https://avatars.githubusercontent.com/u/131913382?s=40&v=4) &nbsp; [elenagalun](https://github.com/elenagalun) / [difygit](https://github.com/elenagalun/difygit)                                                                                                            |     67 |
| ![avatar](https://avatars.githubusercontent.com/u/131913521?s=40&v=4) &nbsp; [veragloo](https://github.com/veragloo) / [dify](https://github.com/veragloo/dify)                                                                                                                        |     66 |
| ![avatar](https://avatars.githubusercontent.com/u/24954468?s=40&v=4) &nbsp; [gnosis](https://github.com/gnosis) / [prediction-market-agent](https://github.com/gnosis/prediction-market-agent)                                                                                         |     65 |
| ![avatar](https://avatars.githubusercontent.com/u/8931462?s=40&v=4) &nbsp; [aws-samples](https://github.com/aws-samples) / [genai-ml-platform-examples](https://github.com/aws-samples/genai-ml-platform-examples)                                                                     |     64 |
| ![avatar](https://avatars.githubusercontent.com/u/1355641?s=40&v=4) &nbsp; [cab938](https://github.com/cab938) / [jupyter_tool](https://github.com/cab938/jupyter_tool)                                                                                                                |     64 |
| ![avatar](https://avatars.githubusercontent.com/u/105285801?s=40&v=4) &nbsp; [i-dot-ai](https://github.com/i-dot-ai) / [themefinder](https://github.com/i-dot-ai/themefinder)                                                                                                          |     61 |
| ![avatar](https://avatars.githubusercontent.com/u/17580039?s=40&v=4) &nbsp; [sib-swiss](https://github.com/sib-swiss) / [sparql-llm](https://github.com/sib-swiss/sparql-llm)                                                                                                          |     60 |
| ![avatar](https://avatars.githubusercontent.com/u/83681204?s=40&v=4) &nbsp; [kaymen99](https://github.com/kaymen99) / [AI-Sales-agent](https://github.com/kaymen99/AI-Sales-agent)                                                                                                     |     59 |
| ![avatar](https://avatars.githubusercontent.com/u/63241254?s=40&v=4) &nbsp; [denodo](https://github.com/denodo) / [denodo-ai-sdk](https://github.com/denodo/denodo-ai-sdk)                                                                                                             |     57 |
| ![avatar](https://avatars.githubusercontent.com/u/64038928?s=40&v=4) &nbsp; [jayita13](https://github.com/jayita13) / [GenerativeAI](https://github.com/jayita13/GenerativeAI)                                                                                                         |     57 |
| ![avatar](https://avatars.githubusercontent.com/u/8931462?s=40&v=4) &nbsp; [aws-samples](https://github.com/aws-samples) / [generative-ai-on-amazon-sagemaker](https://github.com/aws-samples/generative-ai-on-amazon-sagemaker)                                                       |     56 |
| ![avatar](https://avatars.githubusercontent.com/u/64363987?s=40&v=4) &nbsp; [Coding-Crashkurse](https://github.com/Coding-Crashkurse) / [Udemy-Advanced-LangChain](https://github.com/Coding-Crashkurse/Udemy-Advanced-LangChain)                                                      |     52 |
| ![avatar](https://avatars.githubusercontent.com/u/105286202?s=40&v=4) &nbsp; [Shy2593666979](https://github.com/Shy2593666979) / [AgentChat](https://github.com/Shy2593666979/AgentChat)                                                                                               |     51 |
| ![avatar](https://avatars.githubusercontent.com/u/166864454?s=40&v=4) &nbsp; [agentcoinorg](https://github.com/agentcoinorg) / [predictionprophet](https://github.com/agentcoinorg/predictionprophet)                                                                                  |     48 |
| ![avatar](https://avatars.githubusercontent.com/u/22869067?s=40&v=4) &nbsp; [DTiapan](https://github.com/DTiapan) / [ai-agents-handbook](https://github.com/DTiapan/ai-agents-handbook)                                                                                                |     47 |
| ![avatar](https://avatars.githubusercontent.com/u/107418811?s=40&v=4) &nbsp; [opendatahub-io-contrib](https://github.com/opendatahub-io-contrib) / [workbench-images](https://github.com/opendatahub-io-contrib/workbench-images)                                                      |     47 |
| ![avatar](https://avatars.githubusercontent.com/u/29598954?s=40&v=4) &nbsp; [filopedraz](https://github.com/filopedraz) / [kosuke-core](https://github.com/filopedraz/kosuke-core)                                                                                                     |     43 |
| ![avatar](https://avatars.githubusercontent.com/u/50320576?s=40&v=4) &nbsp; [jakobap](https://github.com/jakobap) / [graph2nosql](https://github.com/jakobap/graph2nosql)                                                                                                              |     42 |
| ![avatar](https://avatars.githubusercontent.com/u/7874148?s=40&v=4) &nbsp; [betagouv](https://github.com/betagouv) / [ComparIA](https://github.com/betagouv/ComparIA)                                                                                                                  |     41 |
| ![avatar](https://avatars.githubusercontent.com/u/24954468?s=40&v=4) &nbsp; [gnosis](https://github.com/gnosis) / [prediction-market-agent-tooling](https://github.com/gnosis/prediction-market-agent-tooling)                                                                         |     41 |
| ![avatar](https://avatars.githubusercontent.com/u/33279882?s=40&v=4) &nbsp; [holunda-io](https://github.com/holunda-io) / [bpm-ai-connectors-camunda-8](https://github.com/holunda-io/bpm-ai-connectors-camunda-8)                                                                     |     41 |
| ![avatar](https://avatars.githubusercontent.com/u/86200048?s=40&v=4) &nbsp; [valory-xyz](https://github.com/valory-xyz) / [mech](https://github.com/valory-xyz/mech)                                                                                                                   |     40 |
| ![avatar](https://avatars.githubusercontent.com/u/176538739?s=40&v=4) &nbsp; [AIAtrium](https://github.com/AIAtrium) / [mcp-assistant](https://github.com/AIAtrium/mcp-assistant)                                                                                                      |     38 |
| ![avatar](https://avatars.githubusercontent.com/u/50320576?s=40&v=4) &nbsp; [jakobap](https://github.com/jakobap) / [graphrag-light](https://github.com/jakobap/graphrag-light)                                                                                                        |     38 |
| ![avatar](https://avatars.githubusercontent.com/u/37552977?s=40&v=4) &nbsp; [michelle-avery](https://github.com/michelle-avery) / [custom-conversation](https://github.com/michelle-avery/custom-conversation)                                                                         |     37 |
| ![avatar](https://avatars.githubusercontent.com/u/137899388?s=40&v=4) &nbsp; [yaitec](https://github.com/yaitec) / [langflow-streamlit](https://github.com/yaitec/langflow-streamlit)                                                                                                  |     37 |
| ![avatar](https://avatars.githubusercontent.com/u/58515289?s=40&v=4) &nbsp; [it-at-m](https://github.com/it-at-m) / [mucgpt](https://github.com/it-at-m/mucgpt)                                                                                                                        |     36 |
| ![avatar](https://avatars.githubusercontent.com/u/12874877?s=40&v=4) &nbsp; [garyzava](https://github.com/garyzava) / [chat-to-database-chatbot](https://github.com/garyzava/chat-to-database-chatbot)                                                                                 |     36 |
| ![avatar](https://avatars.githubusercontent.com/u/34230119?s=40&v=4) &nbsp; [IDinsight](https://github.com/IDinsight) / [ask-a-question](https://github.com/IDinsight/ask-a-question)                                                                                                  |     36 |
| ![avatar](https://avatars.githubusercontent.com/u/35997537?s=40&v=4) &nbsp; [danifuya](https://github.com/danifuya) / [ai-agents-tutorials](https://github.com/danifuya/ai-agents-tutorials)                                                                                           |     35 |
| ![avatar](https://avatars.githubusercontent.com/u/55577607?s=40&v=4) &nbsp; [stackitcloud](https://github.com/stackitcloud) / [rag-template](https://github.com/stackitcloud/rag-template)                                                                                             |     35 |
| ![avatar](https://avatars.githubusercontent.com/u/170646650?s=40&v=4) &nbsp; [jayrinaldime](https://github.com/jayrinaldime) / [ollama-straico-apiproxy](https://github.com/jayrinaldime/ollama-straico-apiproxy)                                                                      |     35 |
| ![avatar](https://avatars.githubusercontent.com/u/45158568?s=40&v=4) &nbsp; [SSK-14](https://github.com/SSK-14) / [WizSearch](https://github.com/SSK-14/WizSearch)                                                                                                                     |     33 |
| ![avatar](https://avatars.githubusercontent.com/u/24699559?s=40&v=4) &nbsp; [Renumics](https://github.com/Renumics) / [lexio](https://github.com/Renumics/lexio)                                                                                                                       |     32 |
| ![avatar](https://avatars.githubusercontent.com/u/152896178?s=40&v=4) &nbsp; [xyin-anl](https://github.com/xyin-anl) / [Nodeology](https://github.com/xyin-anl/Nodeology)                                                                                                              |     32 |
| ![avatar](https://avatars.githubusercontent.com/u/33828982?s=40&v=4) &nbsp; [percent4](https://github.com/percent4) / [llm_4_doc_qa](https://github.com/percent4/llm_4_doc_qa)                                                                                                         |     31 |
| ![avatar](https://avatars.githubusercontent.com/u/2002434?s=40&v=4) &nbsp; [wangxj03](https://github.com/wangxj03) / [ai-cookbook](https://github.com/wangxj03/ai-cookbook)                                                                                                            |     31 |
| ![avatar](https://avatars.githubusercontent.com/u/72557383?s=40&v=4) &nbsp; [Shekswess](https://github.com/Shekswess) / [ai-project-template](https://github.com/Shekswess/ai-project-template)                                                                                        |     31 |
| ![avatar](https://avatars.githubusercontent.com/u/78410652?s=40&v=4) &nbsp; [GreyDGL](https://github.com/GreyDGL) / [ShareGPTs](https://github.com/GreyDGL/ShareGPTs)                                                                                                                  |     31 |
| ![avatar](https://avatars.githubusercontent.com/u/119934927?s=40&v=4) &nbsp; [auto-code-etri](https://github.com/auto-code-etri) / [autocode](https://github.com/auto-code-etri/autocode)                                                                                              |     28 |
| ![avatar](https://avatars.githubusercontent.com/u/152447349?s=40&v=4) &nbsp; [thomasnormal](https://github.com/thomasnormal) / [fewshot](https://github.com/thomasnormal/fewshot)                                                                                                      |     28 |
| ![avatar](https://avatars.githubusercontent.com/u/11855343?s=40&v=4) &nbsp; [pingcap](https://github.com/pingcap) / [LinguFlow](https://github.com/pingcap/LinguFlow)                                                                                                                  |     28 |
| ![avatar](https://avatars.githubusercontent.com/u/43288948?s=40&v=4) &nbsp; [AnkushMalaker](https://github.com/AnkushMalaker) / [friend-lite](https://github.com/AnkushMalaker/friend-lite)                                                                                            |     27 |
| ![avatar](https://avatars.githubusercontent.com/u/225730003?s=40&v=4) &nbsp; [MoFox-Studio](https://github.com/MoFox-Studio) / [MoFox_Bot](https://github.com/MoFox-Studio/MoFox_Bot)                                                                                                  |     27 |
| ![avatar](https://avatars.githubusercontent.com/u/94514?s=40&v=4) &nbsp; [dimagi](https://github.com/dimagi) / [open-chat-studio](https://github.com/dimagi/open-chat-studio)                                                                                                          |     27 |
| ![avatar](https://avatars.githubusercontent.com/u/58823673?s=40&v=4) &nbsp; [minhbtrc](https://github.com/minhbtrc) / [chatbot-template](https://github.com/minhbtrc/chatbot-template)                                                                                                 |     26 |
| ![avatar](https://avatars.githubusercontent.com/u/78464112?s=40&v=4) &nbsp; [syzhy113](https://github.com/syzhy113) / [Engineering-Code-Analysis](https://github.com/syzhy113/Engineering-Code-Analysis)                                                                               |     26 |
| ![avatar](https://avatars.githubusercontent.com/u/39209037?s=40&v=4) &nbsp; [bearlike](https://github.com/bearlike) / [Personal-Assistant](https://github.com/bearlike/Personal-Assistant)                                                                                             |     26 |
| ![avatar](https://avatars.githubusercontent.com/u/42569525?s=40&v=4) &nbsp; [ThalesGroup](https://github.com/ThalesGroup) / [fred](https://github.com/ThalesGroup/fred)                                                                                                                |     25 |
| ![avatar](https://avatars.githubusercontent.com/u/212066184?s=40&v=4) &nbsp; [Stockelper-Lab](https://github.com/Stockelper-Lab) / [stockelper-llm](https://github.com/Stockelper-Lab/stockelper-llm)                                                                                  |     25 |
| ![avatar](https://avatars.githubusercontent.com/u/1937124?s=40&v=4) &nbsp; [sunblaze-ucb](https://github.com/sunblaze-ucb) / [verina](https://github.com/sunblaze-ucb/verina)                                                                                                          |     25 |
| ![avatar](https://avatars.githubusercontent.com/u/70932800?s=40&v=4) &nbsp; [Pseudo-Lab](https://github.com/Pseudo-Lab) / [JobPT](https://github.com/Pseudo-Lab/JobPT)                                                                                                                 |     25 |
| ![avatar](https://avatars.githubusercontent.com/u/128304174?s=40&v=4) &nbsp; [Hyperspawn](https://github.com/Hyperspawn) / [Dropbear](https://github.com/Hyperspawn/Dropbear)                                                                                                          |     25 |
| ![avatar](https://avatars.githubusercontent.com/u/165080693?s=40&v=4) &nbsp; [PersonaFlow](https://github.com/PersonaFlow) / [agentstack](https://github.com/PersonaFlow/agentstack)                                                                                                   |     24 |
| ![avatar](https://avatars.githubusercontent.com/u/8947407?s=40&v=4) &nbsp; [RRisto](https://github.com/RRisto) / [learning](https://github.com/RRisto/learning)                                                                                                                        |     23 |
| ![avatar](https://avatars.githubusercontent.com/u/75791840?s=40&v=4) &nbsp; [Flopsky](https://github.com/Flopsky) / [OpenDeepWiki](https://github.com/Flopsky/OpenDeepWiki)                                                                                                            |     23 |
| ![avatar](https://avatars.githubusercontent.com/u/101029445?s=40&v=4) &nbsp; [therohitshelar97](https://github.com/therohitshelar97) / [SignLanguageDetectionDeepLearningProject](https://github.com/therohitshelar97/SignLanguageDetectionDeepLearningProject)                        |     23 |
| ![avatar](https://avatars.githubusercontent.com/u/536878?s=40&v=4) &nbsp; [mayflower](https://github.com/mayflower) / [langchain_agents](https://github.com/mayflower/langchain_agents)                                                                                                |     23 |
| ![avatar](https://avatars.githubusercontent.com/u/8931462?s=40&v=4) &nbsp; [aws-samples](https://github.com/aws-samples) / [sample-getting-started-with-strands-agents-course](https://github.com/aws-samples/sample-getting-started-with-strands-agents-course)                       |     22 |
| ![avatar](https://avatars.githubusercontent.com/u/204286196?s=40&v=4) &nbsp; [Computer-use-agents](https://github.com/Computer-use-agents) / [MacOS-Agent](https://github.com/Computer-use-agents/MacOS-Agent)                                                                         |     22 |
| ![avatar](https://avatars.githubusercontent.com/u/74597894?s=40&v=4) &nbsp; [minorun365](https://github.com/minorun365) / [aws-level-checker](https://github.com/minorun365/aws-level-checker)                                                                                         |     22 |
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| ![avatar](https://avatars.githubusercontent.com/u/60320192?s=40&v=4) &nbsp; [blacksmithop](https://github.com/blacksmithop) / [LLM-Graph-Builder](https://github.com/blacksmithop/LLM-Graph-Builder)                                                                                   |     22 |
| ![avatar](https://avatars.githubusercontent.com/u/119980131?s=40&v=4) &nbsp; [cnoe-io](https://github.com/cnoe-io) / [openapi-mcp-codegen](https://github.com/cnoe-io/openapi-mcp-codegen)                                                                                             |     20 |
| ![avatar](https://avatars.githubusercontent.com/u/13483165?s=40&v=4) &nbsp; [bangoc123](https://github.com/bangoc123) / [multi-agents-design-patterns](https://github.com/bangoc123/multi-agents-design-patterns)                                                                      |     20 |
| ![avatar](https://avatars.githubusercontent.com/u/8931462?s=40&v=4) &nbsp; [aws-samples](https://github.com/aws-samples) / [open-source-bedrock-agent-evaluation](https://github.com/aws-samples/open-source-bedrock-agent-evaluation)                                                 |     20 |
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| ![avatar](https://avatars.githubusercontent.com/u/46789005?s=40&v=4) &nbsp; [sumukshashidhar](https://github.com/sumukshashidhar) / [yourbench](https://github.com/sumukshashidhar/yourbench)                                                                                          |     17 |
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| ![avatar](https://avatars.githubusercontent.com/u/64363987?s=40&v=4) &nbsp; [Coding-Crashkurse](https://github.com/Coding-Crashkurse) / [RAG-Evaluation-with-Ragas](https://github.com/Coding-Crashkurse/RAG-Evaluation-with-Ragas)                                                    |     17 |
| ![avatar](https://avatars.githubusercontent.com/u/6224969?s=40&v=4) &nbsp; [shreyashankar](https://github.com/shreyashankar) / [spade-experiments](https://github.com/shreyashankar/spade-experiments)                                                                                 |     17 |
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| ![avatar](https://avatars.githubusercontent.com/u/8931462?s=40&v=4) &nbsp; [aws-samples](https://github.com/aws-samples) / [Cost_Effective_and_Scalable_Models_Inference_on_AWS_Graviton](https://github.com/aws-samples/Cost_Effective_and_Scalable_Models_Inference_on_AWS_Graviton) |     15 |
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| ![avatar](https://avatars.githubusercontent.com/u/57317518?s=40&v=4) &nbsp; [samitugal](https://github.com/samitugal) / [KnowledgeGraphQA-Langgraph](https://github.com/samitugal/KnowledgeGraphQA-Langgraph)                                                                          |     15 |
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| ![avatar](https://avatars.githubusercontent.com/u/19359510?s=40&v=4) &nbsp; [AndreCNF](https://github.com/AndreCNF) / [polids](https://github.com/AndreCNF/polids)                                                                                                                     |     14 |
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| ![avatar](https://avatars.githubusercontent.com/u/3348134?s=40&v=4) &nbsp; [strickvl](https://github.com/strickvl) / [hinbox](https://github.com/strickvl/hinbox)                                                                                                                      |     13 |
| ![avatar](https://avatars.githubusercontent.com/u/23645788?s=40&v=4) &nbsp; [shivaraj-bh](https://github.com/shivaraj-bh) / [ollama-flake](https://github.com/shivaraj-bh/ollama-flake)                                                                                                |     13 |
| ![avatar](https://avatars.githubusercontent.com/u/183470322?s=40&v=4) &nbsp; [synth-laboratories](https://github.com/synth-laboratories) / [synth-ai](https://github.com/synth-laboratories/synth-ai)                                                                                  |     12 |
| ![avatar](https://avatars.githubusercontent.com/u/158254884?s=40&v=4) &nbsp; [tensorplex-labs](https://github.com/tensorplex-labs) / [dojo](https://github.com/tensorplex-labs/dojo)                                                                                                   |     12 |
| ![avatar](https://avatars.githubusercontent.com/u/92739940?s=40&v=4) &nbsp; [ssc-dsai](https://github.com/ssc-dsai) / [canchat-v2](https://github.com/ssc-dsai/canchat-v2)                                                                                                             |     12 |
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| ![avatar](https://avatars.githubusercontent.com/u/72557383?s=40&v=4) &nbsp; [Shekswess](https://github.com/Shekswess) / [small-language-model-rags-is-all-you-need](https://github.com/Shekswess/small-language-model-rags-is-all-you-need)                                            |     12 |
| ![avatar](https://avatars.githubusercontent.com/u/24278041?s=40&v=4) &nbsp; [PhiBrandon](https://github.com/PhiBrandon) / [offer-generator-lightrag](https://github.com/PhiBrandon/offer-generator-lightrag)                                                                           |     12 |
| ![avatar](https://avatars.githubusercontent.com/u/58663620?s=40&v=4) &nbsp; [dida-do](https://github.com/dida-do) / [public](https://github.com/dida-do/public)                                                                                                                        |     12 |
| ![avatar](https://avatars.githubusercontent.com/u/156330287?s=40&v=4) &nbsp; [aishe-ai](https://github.com/aishe-ai) / [core](https://github.com/aishe-ai/core)                                                                                                                        |     12 |
| ![avatar](https://avatars.githubusercontent.com/u/17572232?s=40&v=4) &nbsp; [jayeshmahapatra](https://github.com/jayeshmahapatra) / [rag-chatbot](https://github.com/jayeshmahapatra/rag-chatbot)                                                                                      |     12 |
| ![avatar](https://avatars.githubusercontent.com/u/10764713?s=40&v=4) &nbsp; [georgian-io](https://github.com/georgian-io) / [GAL](https://github.com/georgian-io/GAL)                                                                                                                  |     12 |
| ![avatar](https://avatars.githubusercontent.com/u/162442287?s=40&v=4) &nbsp; [GaiaNet-AI](https://github.com/GaiaNet-AI) / [gaia-cookbook](https://github.com/GaiaNet-AI/gaia-cookbook)                                                                                                |     11 |
| ![avatar](https://avatars.githubusercontent.com/u/8931462?s=40&v=4) &nbsp; [aws-samples](https://github.com/aws-samples) / [sample-building-agentic-ai-applications-on-aws](https://github.com/aws-samples/sample-building-agentic-ai-applications-on-aws)                             |     11 |
| ![avatar](https://avatars.githubusercontent.com/u/84165920?s=40&v=4) &nbsp; [app-vitals](https://github.com/app-vitals) / [livekit-video](https://github.com/app-vitals/livekit-video)                                                                                                 |     11 |
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| ![avatar](https://avatars.githubusercontent.com/u/6956?s=40&v=4) &nbsp; [zby](https://github.com/zby) / [answerbot](https://github.com/zby/answerbot)                                                                                                                                  |     11 |
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| ![avatar](https://avatars.githubusercontent.com/u/81291567?s=40&v=4) &nbsp; [milistu](https://github.com/milistu) / [LegaBot](https://github.com/milistu/LegaBot)                                                                                                                      |     10 |

_Generated using [github-dependents-info](https://github.com/nvuillam/github-dependents-info), by [Nicolas Vuillamy](https://github.com/nvuillam)_

  
### Dependents stats for langfuse/langfuse-js

[![Generated by github-dependents-info](https://img.shields.io/static/v1?label=Used%20by&message=185&color=informational&logo=slickpic)](https://github.com/langfuse/langfuse-js/network/dependents)
[![Generated by github-dependents-info](<https://img.shields.io/static/v1?label=Used%20by%20(public)&message=185&color=informational&logo=slickpic>)](https://github.com/langfuse/langfuse-js/network/dependents)
[![Generated by github-dependents-info](<https://img.shields.io/static/v1?label=Used%20by%20(private)&message=-185&color=informational&logo=slickpic>)](https://github.com/langfuse/langfuse-js/network/dependents)
[![Generated by github-dependents-info](<https://img.shields.io/static/v1?label=Used%20by%20(stars)&message=196446&color=informational&logo=slickpic>)](https://github.com/langfuse/langfuse-js/network/dependents)

| Repository                                                                                                                                                                                                                                                                             | Stars |
| :------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | ----: |
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| ![avatar](https://avatars.githubusercontent.com/u/74420131?s=40&v=4) &nbsp; [xataio](https://github.com/xataio) / [agent](https://github.com/xataio/agent)                                                                                                                             |   857 |
| ![avatar](https://avatars.githubusercontent.com/u/123981229?s=40&v=4) &nbsp; [plastic-labs](https://github.com/plastic-labs) / [tutor-gpt](https://github.com/plastic-labs/tutor-gpt)                                                                                                  |   845 |
| ![avatar](https://avatars.githubusercontent.com/u/176438967?s=40&v=4) &nbsp; [trendy-design](https://github.com/trendy-design) / [llmchat](https://github.com/trendy-design/llmchat)                                                                                                   |   829 |
| ![avatar](https://avatars.githubusercontent.com/u/2045570?s=40&v=4) &nbsp; [hotovo](https://github.com/hotovo) / [aider-desk](https://github.com/hotovo/aider-desk)                                                                                                                    |   781 |
| ![avatar](https://avatars.githubusercontent.com/u/142796018?s=40&v=4) &nbsp; [wrtnlabs](https://github.com/wrtnlabs) / [autoview](https://github.com/wrtnlabs/autoview)                                                                                                                |   688 |
| ![avatar](https://avatars.githubusercontent.com/u/148684274?s=40&v=4) &nbsp; [i-am-alice](https://github.com/i-am-alice) / [3rd-devs](https://github.com/i-am-alice/3rd-devs)                                                                                                          |   472 |
| ![avatar](https://avatars.githubusercontent.com/u/163431636?s=40&v=4) &nbsp; [AIDotNet](https://github.com/AIDotNet) / [koala-ai](https://github.com/AIDotNet/koala-ai)                                                                                                                |   470 |
| ![avatar](https://avatars.githubusercontent.com/u/170831637?s=40&v=4) &nbsp; [inferablehq](https://github.com/inferablehq) / [inferable](https://github.com/inferablehq/inferable)                                                                                                     |   403 |
| ![avatar](https://avatars.githubusercontent.com/u/16997807?s=40&v=4) &nbsp; [FranciscoMoretti](https://github.com/FranciscoMoretti) / [sparka](https://github.com/FranciscoMoretti/sparka)                                                                                             |   380 |
| ![avatar](https://avatars.githubusercontent.com/u/137044109?s=40&v=4) &nbsp; [ElectricCodeGuy](https://github.com/ElectricCodeGuy) / [SupabaseAuthWithSSR](https://github.com/ElectricCodeGuy/SupabaseAuthWithSSR)                                                                     |   370 |
| ![avatar](https://avatars.githubusercontent.com/u/169401942?s=40&v=4) &nbsp; [LibreChat-AI](https://github.com/LibreChat-AI) / [librechat.ai](https://github.com/LibreChat-AI/librechat.ai)                                                                                            |   339 |
| ![avatar](https://avatars.githubusercontent.com/u/15125613?s=40&v=4) &nbsp; [souzatharsis](https://github.com/souzatharsis) / [tamingLLMs](https://github.com/souzatharsis/tamingLLMs)                                                                                                 |   323 |
| ![avatar](https://avatars.githubusercontent.com/u/90278288?s=40&v=4) &nbsp; [Ozamatash](https://github.com/Ozamatash) / [deep-research-mcp](https://github.com/Ozamatash/deep-research-mcp)                                                                                            |   269 |
| ![avatar](https://avatars.githubusercontent.com/u/29215115?s=40&v=4) &nbsp; [iceener](https://github.com/iceener) / [ai](https://github.com/iceener/ai)                                                                                                                                |   186 |
| ![avatar](https://avatars.githubusercontent.com/u/187584218?s=40&v=4) &nbsp; [giselles-ai](https://github.com/giselles-ai) / [giselle](https://github.com/giselles-ai/giselle)                                                                                                         |   181 |
| ![avatar](https://avatars.githubusercontent.com/u/202488052?s=40&v=4) &nbsp; [celerforge](https://github.com/celerforge) / [freenote](https://github.com/celerforge/freenote)                                                                                                          |   171 |
| ![avatar](https://avatars.githubusercontent.com/u/104478511?s=40&v=4) &nbsp; [babelcloud](https://github.com/babelcloud) / [LLM-RGB](https://github.com/babelcloud/LLM-RGB)                                                                                                            |   164 |
| ![avatar](https://avatars.githubusercontent.com/u/1009716?s=40&v=4) &nbsp; [codecentric](https://github.com/codecentric) / [c4-genai-suite](https://github.com/codecentric/c4-genai-suite)                                                                                             |   152 |
| ![avatar](https://avatars.githubusercontent.com/u/134601687?s=40&v=4) &nbsp; [langfuse](https://github.com/langfuse) / [langfuse-docs](https://github.com/langfuse/langfuse-docs)                                                                                                      |   139 |
| ![avatar](https://avatars.githubusercontent.com/u/134601687?s=40&v=4) &nbsp; [langfuse](https://github.com/langfuse) / [mcp-server-langfuse](https://github.com/langfuse/mcp-server-langfuse)                                                                                          |   133 |
| ![avatar](https://avatars.githubusercontent.com/u/207005519?s=40&v=4) &nbsp; [mcp-use](https://github.com/mcp-use) / [mcp-use-ts](https://github.com/mcp-use/mcp-use-ts)                                                                                                               |   125 |
| ![avatar](https://avatars.githubusercontent.com/u/3299148?s=40&v=4) &nbsp; [awslabs](https://github.com/awslabs) / [backstage-plugins-for-aws](https://github.com/awslabs/backstage-plugins-for-aws)                                                                                   |   122 |
| ![avatar](https://avatars.githubusercontent.com/u/25649282?s=40&v=4) &nbsp; [lucagrippa](https://github.com/lucagrippa) / [obsidian-ai-tagger](https://github.com/lucagrippa/obsidian-ai-tagger)                                                                                       |   121 |
| ![avatar](https://avatars.githubusercontent.com/u/26894329?s=40&v=4) &nbsp; [cofacts](https://github.com/cofacts) / [rumors-api](https://github.com/cofacts/rumors-api)                                                                                                                |   119 |
| ![avatar](https://avatars.githubusercontent.com/u/144611010?s=40&v=4) &nbsp; [uiuc-kang-lab](https://github.com/uiuc-kang-lab) / [cve-bench](https://github.com/uiuc-kang-lab/cve-bench)                                                                                               |    90 |
| ![avatar](https://avatars.githubusercontent.com/u/26894329?s=40&v=4) &nbsp; [cofacts](https://github.com/cofacts) / [rumors-site](https://github.com/cofacts/rumors-site)                                                                                                              |    90 |
| ![avatar](https://avatars.githubusercontent.com/u/69692985?s=40&v=4) &nbsp; [ChristophHandschuh](https://github.com/ChristophHandschuh) / [chatbot-ui](https://github.com/ChristophHandschuh/chatbot-ui)                                                                               |    85 |
| ![avatar](https://avatars.githubusercontent.com/u/131727825?s=40&v=4) &nbsp; [Future-House](https://github.com/Future-House) / [LAB-Bench](https://github.com/Future-House/LAB-Bench)                                                                                                  |    83 |
| ![avatar](https://avatars.githubusercontent.com/u/134601687?s=40&v=4) &nbsp; [langfuse](https://github.com/langfuse) / [langfuse-js](https://github.com/langfuse/langfuse-js)                                                                                                          |    78 |
| ![avatar](https://avatars.githubusercontent.com/u/153584155?s=40&v=4) &nbsp; [empirical-run](https://github.com/empirical-run) / [appwright](https://github.com/empirical-run/appwright)                                                                                               |    76 |
| ![avatar](https://avatars.githubusercontent.com/u/186273274?s=40&v=4) &nbsp; [Gerome-Elassaad](https://github.com/Gerome-Elassaad) / [CodingIT](https://github.com/Gerome-Elassaad/CodingIT)                                                                                           |    73 |
| ![avatar](https://avatars.githubusercontent.com/u/128912789?s=40&v=4) &nbsp; [chokiproai](https://github.com/chokiproai) / [ChatGPT-Plugins](https://github.com/chokiproai/ChatGPT-Plugins)                                                                                            |    72 |
| ![avatar](https://avatars.githubusercontent.com/u/188236679?s=40&v=4) &nbsp; [presidio-oss](https://github.com/presidio-oss) / [specif-ai](https://github.com/presidio-oss/specif-ai)                                                                                                  |    71 |
| ![avatar](https://avatars.githubusercontent.com/u/52932082?s=40&v=4) &nbsp; [indexnetwork](https://github.com/indexnetwork) / [index](https://github.com/indexnetwork/index)                                                                                                           |    69 |
| ![avatar](https://avatars.githubusercontent.com/u/171450329?s=40&v=4) &nbsp; [Davis-Media](https://github.com/Davis-Media) / [weights-ai](https://github.com/Davis-Media/weights-ai)                                                                                                   |    66 |
| ![avatar](https://avatars.githubusercontent.com/u/95403881?s=40&v=4) &nbsp; [tokens-studio](https://github.com/tokens-studio) / [graph-engine](https://github.com/tokens-studio/graph-engine)                                                                                          |    62 |
| ![avatar](https://avatars.githubusercontent.com/u/160759882?s=40&v=4) &nbsp; [inf-monkeys](https://github.com/inf-monkeys) / [monkeys](https://github.com/inf-monkeys/monkeys)                                                                                                         |    44 |
| ![avatar](https://avatars.githubusercontent.com/u/29598954?s=40&v=4) &nbsp; [filopedraz](https://github.com/filopedraz) / [kosuke-core](https://github.com/filopedraz/kosuke-core)                                                                                                     |    43 |
| ![avatar](https://avatars.githubusercontent.com/u/44359141?s=40&v=4) &nbsp; [onesaitplatform](https://github.com/onesaitplatform) / [onesaitplatform-cloud](https://github.com/onesaitplatform/onesaitplatform-cloud)                                                                  |    29 |
| ![avatar](https://avatars.githubusercontent.com/u/90461131?s=40&v=4) &nbsp; [wosherco](https://github.com/wosherco) / [bashbuddy](https://github.com/wosherco/bashbuddy)                                                                                                               |    29 |
| ![avatar](https://avatars.githubusercontent.com/u/1328983?s=40&v=4) &nbsp; [orsonteodoro](https://github.com/orsonteodoro) / [oiledmachine-overlay](https://github.com/orsonteodoro/oiledmachine-overlay)                                                                              |    27 |
| ![avatar](https://avatars.githubusercontent.com/u/191391794?s=40&v=4) &nbsp; [monad-developers](https://github.com/monad-developers) / [AI-Werewolf](https://github.com/monad-developers/AI-Werewolf)                                                                                  |    26 |
| ![avatar](https://avatars.githubusercontent.com/u/10161067?s=40&v=4) &nbsp; [ntgussoni](https://github.com/ntgussoni) / [clashofapps](https://github.com/ntgussoni/clashofapps)                                                                                                        |    26 |
| ![avatar](https://avatars.githubusercontent.com/u/137907881?s=40&v=4) &nbsp; [promptfoo](https://github.com/promptfoo) / [promptfoo-action](https://github.com/promptfoo/promptfoo-action)                                                                                             |    25 |
| ![avatar](https://avatars.githubusercontent.com/u/6154722?s=40&v=4) &nbsp; [microsoft](https://github.com/microsoft) / [vscode-azureapicenter](https://github.com/microsoft/vscode-azureapicenter)                                                                                     |    23 |
| ![avatar](https://avatars.githubusercontent.com/u/25982255?s=40&v=4) &nbsp; [checkly](https://github.com/checkly) / [srebot](https://github.com/checkly/srebot)                                                                                                                        |    22 |
| ![avatar](https://avatars.githubusercontent.com/u/74597894?s=40&v=4) &nbsp; [minorun365](https://github.com/minorun365) / [aws-level-checker](https://github.com/minorun365/aws-level-checker)                                                                                         |    22 |
| ![avatar](https://avatars.githubusercontent.com/u/38677638?s=40&v=4) &nbsp; [find-xposed-magisk](https://github.com/find-xposed-magisk) / [lobe-chat](https://github.com/find-xposed-magisk/lobe-chat)                                                                                 |    21 |
| ![avatar](https://avatars.githubusercontent.com/u/23255129?s=40&v=4) &nbsp; [justUmen](https://github.com/justUmen) / [Bjornulf_lobe-chat](https://github.com/justUmen/Bjornulf_lobe-chat)                                                                                             |    21 |
| ![avatar](https://avatars.githubusercontent.com/u/8060102?s=40&v=4) &nbsp; [ErickWendel](https://github.com/ErickWendel) / [monitoring-llms-langfuse-ollama](https://github.com/ErickWendel/monitoring-llms-langfuse-ollama)                                                           |    19 |
| ![avatar](https://avatars.githubusercontent.com/u/57828270?s=40&v=4) &nbsp; [Evobaso-J](https://github.com/Evobaso-J) / [ai-gitlab-code-review](https://github.com/Evobaso-J/ai-gitlab-code-review)                                                                                    |    19 |
| ![avatar](https://avatars.githubusercontent.com/u/9998118?s=40&v=4) &nbsp; [hankchiutw](https://github.com/hankchiutw) / [copilot-proxy](https://github.com/hankchiutw/copilot-proxy)                                                                                                  |    17 |
| ![avatar](https://avatars.githubusercontent.com/u/115334294?s=40&v=4) &nbsp; [kalviumcommunity](https://github.com/kalviumcommunity) / [compilerd](https://github.com/kalviumcommunity/compilerd)                                                                                      |    17 |
| ![avatar](https://avatars.githubusercontent.com/u/9511227?s=40&v=4) &nbsp; [tubone24](https://github.com/tubone24) / [a2a_mastra](https://github.com/tubone24/a2a_mastra)                                                                                                              |    16 |
| ![avatar](https://avatars.githubusercontent.com/u/8931462?s=40&v=4) &nbsp; [aws-samples](https://github.com/aws-samples) / [Cost_Effective_and_Scalable_Models_Inference_on_AWS_Graviton](https://github.com/aws-samples/Cost_Effective_and_Scalable_Models_Inference_on_AWS_Graviton) |    15 |
| ![avatar](https://avatars.githubusercontent.com/u/134601687?s=40&v=4) &nbsp; [langfuse](https://github.com/langfuse) / [ai-chatbot](https://github.com/langfuse/ai-chatbot)                                                                                                            |    14 |
| ![avatar](https://avatars.githubusercontent.com/u/116849?s=40&v=4) &nbsp; [dmcquay](https://github.com/dmcquay) / [katas](https://github.com/dmcquay/katas)                                                                                                                            |    13 |
| ![avatar](https://avatars.githubusercontent.com/u/42715311?s=40&v=4) &nbsp; [huanshenyi](https://github.com/huanshenyi) / [nextjs-mastra](https://github.com/huanshenyi/nextjs-mastra)                                                                                                 |    13 |
| ![avatar](https://avatars.githubusercontent.com/u/169542833?s=40&v=4) &nbsp; [clujhouse](https://github.com/clujhouse) / [a.place](https://github.com/clujhouse/a.place)                                                                                                               |    12 |
| ![avatar](https://avatars.githubusercontent.com/u/5978068?s=40&v=4) &nbsp; [lainra](https://github.com/lainra) / [claude-code-telemetry](https://github.com/lainra/claude-code-telemetry)                                                                                              |    11 |
| ![avatar](https://avatars.githubusercontent.com/u/125315111?s=40&v=4) &nbsp; [the-answerai](https://github.com/the-answerai) / [theanswer](https://github.com/the-answerai/theanswer)                                                                                                  |    11 |
| ![avatar](https://avatars.githubusercontent.com/u/44333589?s=40&v=4) &nbsp; [programmerraja](https://github.com/programmerraja) / [CallAgent](https://github.com/programmerraja/CallAgent)                                                                                             |    11 |
| ![avatar](https://avatars.githubusercontent.com/u/2492022?s=40&v=4) &nbsp; [ColeMurray](https://github.com/ColeMurray) / [swarmjs](https://github.com/ColeMurray/swarmjs)                                                                                                              |    11 |
| ![avatar](https://avatars.githubusercontent.com/u/10118666?s=40&v=4) &nbsp; [0xinhua](https://github.com/0xinhua) / [joychat](https://github.com/0xinhua/joychat)                                                                                                                      |    10 |

_Generated using [github-dependents-info](https://github.com/nvuillam/github-dependents-info), by [Nicolas Vuillamy](https://github.com/nvuillam)_

  **This comparison is out of date?** Please [raise a pull
  request](https://github.com/langfuse/langfuse-docs/blob/main/content/blog/2024-11-most-used-oss-llmops.mdx)
  or reach out to us.

<!-- agent-instructions -->

---

## Agent Instructions

This page is part of the [Langfuse](https://langfuse.com) documentation, published as plain Markdown for AI agents. Every page is available as Markdown by appending `.md` to its URL, or by sending an `Accept: text/markdown` header. This page: `https://langfuse.com/blog/2024-11-most-used-oss-llmops.md`.

### Querying these docs

If the answer is not on this page, query the documentation instead of guessing:

- **Semantic search** across all Langfuse docs, returning an answer with the relevant pages and excerpts. Ask a specific, self-contained question:

  ```bash
  curl -sG "https://langfuse.com/api/search-docs" --data-urlencode "query=How do I trace a LangGraph agent?"
  ```

- **Index of every page**: <https://langfuse.com/llms.txt>, with per-section indexes [llms-docs.txt](https://langfuse.com/llms-docs.txt), [llms-integrations.txt](https://langfuse.com/llms-integrations.txt), and [llms-self-hosting.txt](https://langfuse.com/llms-self-hosting.txt).

### Before writing Langfuse code

- **Install the [Langfuse Agent Skill](https://langfuse.com/docs/api-and-data-platform/features/agent-skill).** It encodes Langfuse's own best practices for instrumentation, prompt management, and evaluation, and materially improves results.
- **Read [What does a good trace look like?](https://langfuse.com/docs/observability/best-practices.md)** before instrumenting an application.
- **Verify endpoints, parameters, and response fields** against the [API reference](https://api.reference.langfuse.com) instead of inferring them from code examples.
- **Use the [Langfuse CLI](https://langfuse.com/docs/api-and-data-platform/features/cli)** (`npx langfuse-cli api <resource> <action>`) to read or write traces, prompts, datasets, and scores from the terminal.

Found an error in these docs? Please open an issue at <https://github.com/langfuse/langfuse-docs/issues>.
