modelfusion
langchainjs
modelfusion | langchainjs | |
---|---|---|
18 | 12 | |
952 | 11,089 | |
12.3% | 4.8% | |
9.9 | 9.9 | |
5 days ago | 4 days ago | |
TypeScript | TypeScript | |
MIT License | MIT License |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
modelfusion
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Next.js and GPT-4: A Guide to Streaming Generated Content as UI Components
ModelFusion is an AI integration library that I am developing. It enables you to integrate AI models into your JavaScript and TypeScript applications. You can install it with the following command:
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Effortlessly Generate Structured Information with Ollama, Zod, and ModelFusion
ModelFusion is an open-source library I'm developing to integrate AI models seamlessly into TypeScript projects. It provides an Ollama client and a generateStructure function.
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Create Your Own Local Chatbot with Next.js, Ollama, and ModelFusion
ModelFusion: ModelFusion is a library for building multi-modal AI applications that I've been working on. It provides a streamText function that calls AI models and returns a streaming response. ModelFusion also contains an Ollama integration that we will use to access the OpenHermes 2.5 Mistral model.
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PDF Chat with Node.js, OpenAI and ModelFusion
You can find the complete code for the chatbot here: github/com/lgrammel/modelfusion/examples/pdf-chat-terminal
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Ask HN: Tell us about your project that's not done yet but you want feedback on
Iβm working on ModelFusion, a TypeScript library for working with AI models (llm, image, etc.)
https://github.com/lgrammel/modelfusion
It is only getting limited traction so Iβm wondering if Iβm missing something fundamental with the approach that Iβm taking.
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LangChain Agent Simulation β Multi-Player Dungeons and Dragons
If you work with JS or TS, check out this alternative that I've been working on:
https://github.com/lgrammel/modelfusion
It lets you stay in full control over the prompts and control flow while make a lot of things easier and more convenient.
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Introducing ModelFusion: Build AI apps with JavaScript and TypeScript.
The response also contains additional information such as the metadata and the full response. The ModelFusion documentation contains many examples and demo apps.
- Show HN: AI-utils.js β TypeScript-first lib for AI apps, chatbots, and agents
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ai-utils.js VS langchainjs - a user suggested alternative
2 projects | 26 Jul 2023
- ai-utils.js: TypeScript-first library for building AI apps, chatbots, and agents.
langchainjs
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On the unpredictable nature of LLM output and type safety in LangChain TS
*** all code examples are using LangChain TS on the main branch on September 22nd, 2023 (roughly version 0.0.153).
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Moving from Typescript and Langchain to Rust and Loops
At the time of the prototype's development, the Langchain GitHub loader sent one request per file to fetch the repository sequentially, leading to prolonged download times. In our case about 2 minutes for the insights.opensauced.pizza repository. This issue was later resolved in hwchase17/langchainjs#2224, enabling parallel requests for faster retrieval.
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ai-utils.js VS langchainjs - a user suggested alternative
2 projects | 26 Jul 2023
Another llm orchestration library for js/ts
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Ai personal assistant with long term memory?
You will probably need to create a custom agent with custom tools to do what you want to do. Look at Langchain (seems like there is an open PR for Google calendar tools here: https://github.com/hwchase17/langchainjs/pull/1777). There are a lot of great integration examples on their website (including for vectorDB memory https://python.langchain.com/docs/modules/memory/how_to/vectorstore_retriever_memory)
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Building A Chat GPT Clone With Strapi Open AI and LangChain with Next JS 13 Frontend
You can checkout there docs (here)[https://js.langchain.com/docs/].
- Show HN: Python package for interfacing with ChatGPT with minimized complexity
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Is there any project on langchain with scala
The strategy I tried, was to point scalablytyped, at langchainJS.
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open-source app helps you brainstorm BANGER TWEETS
TL;DR the BANGER TWEET BRAINSToRMER π₯ π¦ π§ is an open-source, fullstack React/Express/Postgres/Pinecone app that brainstorms new ideas and tweet drafts based on your own notes/ideas and the tweets of your favorite twitter users. This isn't a bot, but you can think of it rather as your personal twitter intern that monitors current twitter **trends**, keeps note of your **ideas**, helps you **brainstorm** new ones, and write **draft** tweets. It's your job to find and edit the best ideas before saving them to your personal notes database or tweeting them out from the app itself. it uses pg-boss cron jobs via Wasp, OpenAI, langChain, and Pinecone for the vector store https://github.com/vincanger/twitter-brainstorming-agent
- Paid AI to train on company docs?
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MongoDB and Generative AI
It is not great. It has a lot of limitations, but can be used under certain conditions. https://github.com/hwchase17/langchainjs/pull/655
What are some alternatives?
langroid - Harness LLMs with Multi-Agent Programming
instructor - structured outputs for llms
aipl - Array-Inspired Pipeline Language
Converter - Typescript to Scala.js converter
hamilton - Hamilton helps data scientists and engineers define testable, modular, self-documenting dataflows, that encode lineage and metadata. Runs and scales everywhere python does.
chatgpt-localfiles - Make local files accessible to ChatGPT
async-interval-job - β¨ setInterval for promises and async/sync functions. Support graceful shutdown and prevent multiple executions from overlapping in time.
ort - A Rust wrapper for ONNX Runtime
chatflow - Leveraging LLM to build Conversational UIs
app - π Insights into your entire open source ecosystem.
meta-parser - Universal meta-tag scrapper for Node.js. Works both with CJS and ESM modules.
camel - π« CAMEL: Communicative Agents for βMindβ Exploration of Large Language Model Society (NeruIPS'2023) https://www.camel-ai.org