Top 10 TypeScript pinecone Projects
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babyagi-ui
BabyAGI UI is designed to make it easier to run and develop with babyagi in a web app, like a ChatGPT.
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vector-admin
The universal tool suite for vector database management. Manage Pinecone, Chroma, Qdrant, Weaviate and more vector databases with ease.
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SurveyJS
Open-Source JSON Form Builder to Create Dynamic Forms Right in Your App. With SurveyJS form UI libraries, you can build and style forms in a fully-integrated drag & drop form builder, render them in your JS app, and store form submission data in any backend, inc. PHP, ASP.NET Core, and Node.js.
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doc-chatbot
Document chatbot — multiple files, topics, chat windows and chat history. Powered by GPT.
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semantic-search-nextjs-pinecone-langchain-chatgpt
Embeds text files into vectors, stores them on Pinecone, and enables semantic search using GPT3 and Langchain in a Next.js UI
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yt-semantic-search
OpenAI-powered semantic search for any YouTube playlist – featuring the All-In Podcast. 💪
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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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semantic-search-openai-pinecone
Semantic search with openai's embeddings stored to pineconedb (vector database)
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chatpdf-gpt
ChatPDF-GPT is an innovative chat interface application powered by LangChain and OpenAI, allowing users to upload and chat with PDF documents, stored in Pinecone vector database and Supabase storage.
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BabyAGI UI by Miurla on GitHub
Also comes with more than a CRUD UI, also has other built-in tools for RAG applications. https://github.com/Mintplex-Labs/vector-admin
Project mention: Are there any good free GPT-powered AI summarizer for very long text? | /r/ChatGPTPro | 2023-06-20
I have made an AI-bot that knows ALL of NextJS set up on my localhost. I can ask anything and it outputs the answer, context, examples and references. I used https://github.com/mpoon/gpt-repository-loader to create the files and loaded them into https://github.com/dabit3/semantic-search-nextjs-pinecone-langchain-chatgpt , then added OpenAI API to shape the { result } to my wishes. Works decently
Project mention: Show HN: Gnow – adaptive study guides for all types of learners | news.ycombinator.com | 2023-11-08Hey HN,
gnow.io uses a personalization engine to generate GPT-4 study guides based on your learning archetype.
One thing ChatGPT doesn't allow is the ability to search and read all conversations.
Gnow is designed to act as a repository of shareable, community-driven knowledge. This makes it easy to read or fork all previously generated knowledge for free.
Some stats since launching 2 weeks ago:
- 3,178 Unique Visitors
- 9,104 Page Views
- 340 Registered Users
Also, I wouldn't be here without the open source community - so heres a next.js ai-template for chatting with files.
- https://github.com/Jordan-Gilliam/ai-template
Great post!
We've got some additional resources for folks looking to understand Retrieval Augmented Generation (RAG) at a high level - in this example we demonstrate a potentially very dangerous hallucination (that has to do with driving) and how to fix it using RAG: https://www.pinecone.io/learn/retrieval-augmented-generation...
If you're curious to actually try out the difference between an LLM without domain-specific context and an LLM that is using RAG, you can try our live demo here: https://pinecone-vercel-starter.vercel.app/
And if you'd like to fork and make your own tweaks to the above demo ^ chatbot, in order to, for example, swap in your own company logo and extend it for your purposes, you can find our Vercel template here: https://github.com/pinecone-io/pinecone-vercel-starter
In our opinion, RAG is indeed an effective technique partly because you don't need to be a machine learning expert in order to implement it in your Generative AI applications.
If you want natural language search for your summaries, you could run the results through OpenAI Embeddings and store the results in a semantic vector database like Pinecone. Here is a sample project that does that: https://github.com/mharrvic/semantic-search-openai-pinecone
Project mention: ChatPDF-GPT: An Educational Project Using LangChain and OpenAI to Chat with PDFs | news.ycombinator.com | 2023-06-11
Project mention: Show HN: Reference architecture for RAG applications on AWS | news.ycombinator.com | 2023-11-27
TypeScript pinecone related posts
Index
What are some of the best open-source pinecone projects in TypeScript? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | babyagi-ui | 1,241 |
| 2 | vector-admin | 833 |
| 3 | doc-chatbot | 775 |
| 4 | semantic-search-nextjs-pinecone-langchain-chatgpt | 722 |
| 5 | yt-semantic-search | 508 |
| 6 | ai-template | 402 |
| 7 | pinecone-vercel-starter | 374 |
| 8 | semantic-search-openai-pinecone | 146 |
| 9 | chatpdf-gpt | 144 |
| 10 | aws-reference-architecture-pulumi | 91 |
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