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Top 23 langchain Open-Source Projects
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dify
Dify is an open-source LLM app development platform. Dify's intuitive interface combines AI workflow, RAG pipeline, agent capabilities, model management, observability features and more, letting you quickly go from prototype to production.
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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.
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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.
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anything-llm
The all-in-one Desktop & Docker AI application with full RAG and AI Agent capabilities.
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LibreChat
Enhanced ChatGPT Clone: Features OpenAI, Assistants API, Azure, Groq, GPT-4 Vision, Mistral, Bing, Anthropic, OpenRouter, Vertex AI, Gemini, AI model switching, message search, langchain, DALL-E-3, ChatGPT Plugins, OpenAI Functions, Secure Multi-User System, Presets, completely open-source for self-hosting. More features in development
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SaaSHub
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DB-GPT
AI Native Data App Development framework with AWEL(Agentic Workflow Expression Language) and Agents
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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
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unstructured
Open source libraries and APIs to build custom preprocessing pipelines for labeling, training, or production machine learning pipelines.
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CopilotKit
A framework for building custom AI Copilots 🤖 in-app AI chatbots, in-app AI Agents, & AI-powered Textareas.
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generative-ai
Sample code and notebooks for Generative AI on Google Cloud, including Gemini (by GoogleCloudPlatform)
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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)
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argilla
Argilla is a collaboration platform for AI engineers and domain experts that require high-quality outputs, full data ownership, and overall efficiency.
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EmbedAI
An app to interact privately with your documents using the power of GPT, 100% privately, no data leaks
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Ask-Anything
[CVPR2024 Highlight][VideoChatGPT] ChatGPT with video understanding! And many more supported LMs such as miniGPT4, StableLM, and MOSS.
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SaaSHub
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AgentGPT was an early agent framework designed to create, configure, and deploy autonomous AI agents. It mostly relies on looping OpenAI's GPT models like GPT-3.5 and GPT-4. AgentGPT allows users to set a goal for the AI, which autonomously plans, executes, and refines strategies to achieve it. This platform allows for both web browser access and local operation via Docker, or server deployment.
Project mention: Ask HN: LLM workflows to avoid copying and pasting from the web interfaces? | news.ycombinator.com | 2024-05-03This visual IDE for LLM pipelines was posted recently: https://github.com/langgenius/dify
See if it helps.
Hey folks I'm the Head of DevRel @ DataStax here and just wanted to share to the HN community that in conjunction with this big acquisition news, the LF team has shipped 1.0-alpha of Langflow.
It's a simple `pip install` and the team would love any and all feedback!
https://github.com/logspace-ai/langflow/
I am playing around with this github project, which takes a user question as input and immediately runs a vector search on it to find relevant storied information before delivering an answer.
Project mention: AnythingLLM: Chat with your documents using any LLM | news.ycombinator.com | 2024-04-19
Interact your data and environment using the local GPT (https://github.com/csunny/DB-GPT)
Project mention: Show HN: Rivet – open-source AI Agent dev env with real-world applications | news.ycombinator.com | 2023-09-08https://github.com/kyrolabs/awesome-langchain#low-code
Be careful with unstructured:
https://github.com/Unstructured-IO/unstructured/blob/d11c70c...
from: https://github.com/open-webui/open-webui/issues/687
Project mention: Ask HN: What are the drawbacks of caching LLM responses? | news.ycombinator.com | 2024-03-15Just found this: https://github.com/zilliztech/GPTCache which seems to address this idea/issue.
Project mention: Integrate Copilot feature into your React applications using CopilotKit | dev.to | 2024-05-03CopilotKit is an incredible tool that allows you to add AI Copilots to your products within minutes. Whether you're interested in AI chatbots and assistants or automating complex tasks, CopilotKit makes it easy.
I've used the code based on similar examples from GitHub [1]. According to docs [2], imagegeneration@005 was released on the 11th, so I guessed it's Imagen 2, though there are no confirmations.
[1] https://github.com/GoogleCloudPlatform/generative-ai/blob/ma...
[2] https://console.cloud.google.com/vertex-ai/publishers/google...
Project mention: Ask HN: Tell us about your project that's not done yet but you want feedback on | news.ycombinator.com | 2023-08-16This 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.
You can also create an issue and ask the developers for help.
Project mention: Open-Source Data Collection Platform for LLM Fine-Tuning and RLHF | news.ycombinator.com | 2023-06-05I'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
The good news is that Travis Cline has made a LangChain implementation in Go for us that like to tinker with that language.
Project mention: I have created Privategpt to safeguard your offline documents, please provide your feedback in the comment section | /r/ChatGPTPromptGenius | 2023-06-12Sure, here is the GitHub link: https://github.com/SamurAIGPT/privateGPT
Project mention: Show HN: Stargazers Reloaded – LLM-Powered Analyses of Your GitHub Community | news.ycombinator.com | 2023-09-30Hey 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!
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).
langchain related posts
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Mini-assistant: OpenAI Assistant compatible API at your service locally
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Finnally LangChain for C++ World?
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Ask HN: LLM workflows to avoid copying and pasting from the web interfaces?
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Top Open Source Prompt Engineering Guides & Tools🔧🏗️🚀
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Show HN: QuickVid 2 – Summarize and Fact-Check YouTube Videos in Seconds
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Show HN: Summarize YouTube videos under 10 seconds
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Dify, a visual workflow to build/test LLM applications
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A note from our sponsor - InfluxDB
www.influxdata.com | 12 May 2024
Index
What are some of the best open-source langchain projects? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | AgentGPT | 30,014 |
| 2 | dify | 27,030 |
| 3 | langflow | 17,663 |
| 4 | gpt4-pdf-chatbot-langchain | 14,594 |
| 5 | anything-llm | 12,782 |
| 6 | botpress | 12,006 |
| 7 | LibreChat | 11,276 |
| 8 | DB-GPT | 11,094 |
| 9 | awesome-chatgpt-zh | 9,958 |
| 10 | deeplake | 7,734 |
| 11 | awesome-langchain | 6,748 |
| 12 | unstructured | 6,682 |
| 13 | GPTCache | 6,446 |
| 14 | CopilotKit | 5,817 |
| 15 | generative-ai | 5,556 |
| 16 | TaskingAI | 4,615 |
| 17 | codeinterpreter-api | 3,667 |
| 18 | InternGPT | 3,133 |
| 19 | argilla | 3,132 |
| 20 | langchaingo | 3,195 |
| 21 | EmbedAI | 2,758 |
| 22 | Ask-Anything | 2,703 |
| 23 | evadb | 2,582 |
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