Python langchain

Open-source Python projects categorized as langchain

Top 23 Python langchain Projects

  • dify

    An Open-Source Assistants API and GPTs alternative. Dify.AI is an LLM application development platform. It integrates the concepts of Backend as a Service and LLMOps, covering the core tech stack required for building generative AI-native applications, including a built-in RAG engine.

    Project mention: GreptimeAI + Xinference - Efficient Deployment and Monitoring of Your LLM Applications | dev.to | 2024-01-24

    Xorbits Inference (Xinference) is an open-source platform to streamline the operation and integration of a wide array of AI models. With Xinference, you’re empowered to run inference using any open-source LLMs, embedding models, and multimodal models either in the cloud or on your own premises, and create robust AI-driven applications. It provides a RESTful API compatible with OpenAI API, Python SDK, CLI, and WebUI. Furthermore, it integrates third-party developer tools like LangChain, LlamaIndex, and Dify, facilitating model integration and development.

  • langflow

    ⛓️ Langflow is a dynamic graph where each node is an executable unit. Its modular and interactive design fosters rapid experimentation and prototyping, pushing hard on the limits of creativity.

    Project mention: Node-based AutoGen with local LLMs inside ComfyUI | /r/LocalLLaMA | 2023-10-18

    You can also check langflow, a node UI for langchain https://github.com/logspace-ai/langflow

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

  • DB-GPT

    AI Native Data App Development framework with AWEL(Agentic Workflow Expression Language) and Agents

    Project mention: (2/2) May 2023 | /r/dailyainews | 2023-06-02

    Interact your data and environment using the local GPT (https://github.com/csunny/DB-GPT)

  • deeplake

    Database for AI. Store Vectors, Images, Texts, Videos, etc. Use with LLMs/LangChain. Store, query, version, & visualize any AI data. Stream data in real-time to PyTorch/TensorFlow. https://activeloop.ai

    Project mention: Qdrant, the Vector Search Database, raised $28M in a Series A round | news.ycombinator.com | 2024-01-23

    I think Activeloop(YC) is too: https://github.com/activeloopai/deeplake/

  • codeinterpreter-api

    👾 Open source implementation of the ChatGPT Code Interpreter

    Project mention: Ask HN: Tell us about your project that's not done yet but you want feedback on | news.ycombinator.com | 2023-08-16

    This is very cool! I just downloaded the extension and tried a hello world program. Will tinker a bit more.

    If you can make a library to run python code inside a JS project (like Next JS) then we could build a code interpreter in Next JS. Would be super cool. Here is a python implementation - https://github.com/shroominic/codeinterpreter-api - for your reference.

  • InternGPT

    InternGPT (iGPT) is an open source demo platform where you can easily showcase your AI models. Now it supports DragGAN, ChatGPT, ImageBind, multimodal chat like GPT-4, SAM, interactive image editing, etc. Try it at igpt.opengvlab.com (支持DragGAN、ChatGPT、ImageBind、SAM的在线Demo系统)

    Project mention: How do I use the programs on Github? | /r/github | 2023-06-16

    You can also create an issue and ask the developers for help.

  • argilla

    ✨Argilla: the open-source feedback platform for LLMs

    Project mention: Open-Source Data Collection Platform for LLM Fine-Tuning and RLHF | news.ycombinator.com | 2023-06-05

    I'm Dani, CEO and co-founder of Argilla.

    Happy to answer any questions you might have and excited to hear your thoughts!

    More about Argilla

    GitHub: https://github.com/argilla-io/argilla

  • WorkOS

    The modern API for authentication & user identity. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

  • evadb

    Database system for AI-powered apps

    Project mention: Show HN: Stargazers Reloaded – LLM-Powered Analyses of Your GitHub Community | news.ycombinator.com | 2023-09-30

    Hey friends!

    We have built an app for getting insights about your favorite GitHub community using large language models.

    The app uses LLMs to analyze the GitHub profiles of users who have starred the repository, capturing key details like the topics they are interested in. It takes screenshots of the stargazer's GitHub webpage, extracts text using an OCR model, and extracts insights embedded in the extracted text using LLMs.

    This app is inspired by the “original” Stargazers app written by Spencer Kimball (CEO of CockroachDB). While the original app exclusively used the GitHub API, this LLM-powered app built using EvaDB additionally extracts insights from unstructured data obtained from the stargazers’ webpages.

    Our analysis of the fast-growing GPT4All community showed that the majority of the stargazers are proficient in Python and JavaScript, and 43% of them are interested in Web Development. Web developers love open-source LLMs!

    We found that directly using GPT-4 to generate the “golden” table is super expensive — costing $60 to process the information of 1000 stargazers. To maintain accuracy while also reducing cost, we set up an LLM model cascade in a SQL query, running GPT-3.5 before GPT-4, that lowers the cost to $5.5 for analyzing 1000 GitHub stargazers.

    We’ve been working on this app for a month now and are excited to open source it today :)

    Some useful links:

    * Blog Post - https://medium.com/evadb-blog/stargazers-reloaded-llm-powere...

    * GitHub Repository - https://github.com/pchunduri6/stargazers-reloaded/

    * EvaDB - https://github.com/georgia-tech-db/evadb

    Please let us know what you think!

  • TaskingAI

    The open source platform for AI-native application development.

    Project mention: TaskingAI: AI-native app development platform | news.ycombinator.com | 2024-01-30
  • RasaGPT

    💬 RasaGPT is the first headless LLM chatbot platform built on top of Rasa and Langchain. Built w/ Rasa, FastAPI, Langchain, LlamaIndex, SQLModel, pgvector, ngrok, telegram

    Project mention: (1/2) May 2023 | /r/dailyainews | 2023-06-02

    RasaGPT: headless LLM chatbot platform built on top of Rasa and Langchain (https://github.com/paulpierre/RasaGPT)

  • SolidGPT

    Effortlessly build, host, and maintain SaaS with AI.

    Project mention: Best coding AI to use with entire codebase | /r/ChatGPTCoding | 2023-12-10

    Another thing to try is one of the repositories like SolidGPT: https://github.com/AI-Citizen/SolidGPT

  • autolabel

    Label, clean and enrich text datasets with LLMs.

    Project mention: NLP Research in the Era of LLMs | news.ycombinator.com | 2023-12-21

    Try this: https://github.com/refuel-ai/autolabel

    Then the main challenge just becomes prompt design, which can sometimes be nebulous for NLP annotation.

  • api-for-open-llm

    Openai style api for open large language models, using LLMs just as chatgpt! Support for LLaMA, LLaMA-2, BLOOM, Falcon, Baichuan, Qwen, Xverse, SqlCoder, CodeLLaMA, ChatGLM, ChatGLM2, ChatGLM3 etc. 开源大模型的统一后端接口

    Project mention: FLaNK Stack Weekly for 14 Aug 2023 | dev.to | 2023-08-14
  • Chrome-GPT

    An AutoGPT agent that controls Chrome on your desktop

    Project mention: Any solution for brower control using a llama? | /r/LocalLLaMA | 2023-07-01
  • DemoGPT

    Create 🦜️🔗 LangChain apps by just using prompts🌟 Star to support our work! | 只需使用句子即可创建 LangChain 应用程序。 给个star支持我们的工作吧!

    Project mention: Llama 2 Code Interpreter | news.ycombinator.com | 2023-07-23
  • shell-ai

    LangChain powered shell command generator and runner CLI

    Project mention: Open-interpreter: OpenAI's Code Interpreter in your terminal, running locally | news.ycombinator.com | 2023-11-12

    I wrote a similar thing for myself: https://github.com/ricklamers/shell-ai

    It currently has 882 stars and I think a few people at least are enjoying using it.

  • lanarky

    The web framework for building LLM microservices

    Project mention: Lanarky: Deploy LLM applications in production, built on FastAPI | news.ycombinator.com | 2023-06-10
  • llm_agents

    Build agents which are controlled by LLMs

    Project mention: Build your own agents which are controlled by LLMs | /r/patient_hackernews | 2023-04-04
  • autollm

    Ship RAG based LLM web apps in seconds.

    Project mention: FLaNK Stack Weekly 06 Nov 2023 | dev.to | 2023-11-06
  • langcorn

    ⛓️ Serving LangChain LLM apps and agents automagically with FastApi. LLMops

    Project mention: Langcorn: ⛓️ Serving LangChain apps automagically with FastApi | /r/Python | 2023-04-18
  • agenta

    The all-in-one LLM developer platform: prompt management, evaluation, human feedback, and deployment all in one place.

    Project mention: Ask HN: How are you testing your LLM applications? | news.ycombinator.com | 2024-02-06

    I am biased, but I would use a platform and not roll your own solution. You will tend to underestimate the depth of capabilities needed for an eval framework.

    Now for solutions, shameless plug here, we are building an open-source platform for experimenting and evaluating complex LLM apps (https://github.com/agenta-ai/agenta). We offer automatic evaluators as well as human annotation capabilities. Currently, we only provide testing before deployment, but we have plans to include post-production evaluations as well.

    Other tools I would look at in the space are promptfoo (also open-source, more dev oriented), humanloop (one of the most feature complete tools in the space, enterprise oriented), however more enterprise oriented / costly) and vellum (YC company, more focused towards product teams)

  • langchain-visualizer

    Visualization and debugging tool for LangChain workflows

    Project mention: GPT-3 will ignore tools when it disagrees with them | news.ycombinator.com | 2023-03-06

    > Langchain actually doesn't make getting the full text of what's being sent to the LLM easy (or at least I couldn't find a good way to do it).

    I ran into the same problem, which is why I ended up building https://github.com/amosjyng/langchain-visualizer . Hopefully that is useful for you too :)

  • chatdocs

    Chat with your documents offline using AI.

    Project mention: Struggling with Local LLMs | /r/artificial | 2023-07-04

    https://github.com/marella/chatdocs , this one.

  • LearnThisRepo.com

    Learn 300+ open source libraries for free using AI. LearnThisRepo lets you learn 300+ open source repos including Postgres, Langchain, VS Code, and more by chatting with them using AI!

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020). The latest post mention was on 2024-02-06.

Python langchain related posts

Index

What are some of the best open-source langchain projects in Python? This list will help you:

Project Stars
1 dify 16,190
2 langflow 14,707
3 DB-GPT 10,029
4 deeplake 7,510
5 codeinterpreter-api 3,573
6 InternGPT 3,069
7 argilla 2,937
8 evadb 2,531
9 TaskingAI 2,415
10 RasaGPT 2,102
11 SolidGPT 1,848
12 autolabel 1,692
13 api-for-open-llm 1,675
14 Chrome-GPT 1,537
15 DemoGPT 1,505
16 shell-ai 927
17 lanarky 918
18 llm_agents 857
19 autollm 851
20 langcorn 782
21 agenta 719
22 langchain-visualizer 662
23 chatdocs 609
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