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Top 23 pinecone Open-Source Projects
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Typesense
Open Source alternative to Algolia + Pinecone and an Easier-to-Use alternative to ElasticSearch ⚡ 🔍 ✨ Fast, typo tolerant, in-memory fuzzy Search Engine for building delightful search experiences
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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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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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vault-ai
OP Vault ChatGPT: Give ChatGPT long-term memory using the OP Stack (OpenAI + Pinecone Vector Database). Upload your own custom knowledge base files (PDF, txt, epub, etc) using a simple React frontend.
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GPTDiscord
A robust, all-in-one GPT interface for Discord. ChatGPT-style conversations, image generation, AI-moderation, custom indexes/knowledgebase, youtube summarizer, and more!
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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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doc-chatbot
Document chatbot — multiple files, topics, chat windows and chat history. Powered by GPT.
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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-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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langchain-chatbot
AI Chatbot for analyzing/extracting information from data in conversational format.
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megabots
🤖 State-of-the-art, production ready LLM apps made mega-easy, so you don't have to build them from scratch 🤯 Create a bot, now 🫵
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osintgpt
An open-source intelligence (OSINT) analysis tool leveraging GPT-powered embeddings and vector search engines for efficient data processing
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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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slidespeak-backend
Backend for SlideSpeak. Create PowerPoints with AI. Get summaries, ask questions, create presentations and more.
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gpt_chatbot
This chatbot lets you use your microphone to communicate with GPT-4. It uses the OpenAI text to speech to respond with a voice. It uses Pinecone to store long term information and retrieves it to create context. API keys for OpenAI and Pinecone required. Tested on Windows
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TaskEaseGPT
(WIP) A user-friendly, AI-powered task manager emphasizing efficient work over planning. Streamlines workflow with intelligent task generation & execution. Boost your productivity today!
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pinecone-php
A beautiful, extendable PHP Package to communicate with your pinecone.io indices, collections and vectors.
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SaaSHub
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Disregarding props-drilling technique in favor of a more reliable and elegant solution we looked for inspiration elsewhere. Another project of ours .find was using Typesense/Algolia components, which looked a bit like black-box/magic, but at the same time provided a clean approach to build complex and highly customizable solutions.
Project mention: AnythingLLM: Chat with your documents using any LLM | news.ycombinator.com | 2024-04-19
Project mention: I built an open source website that lets you upload large files, such as in-depth novels/ebooks or academic papers, and ask GPT4 questions based on your specific knowledge base. So far, I've tested it with long books like the Odyssey and random research PDFs, and I'm shocked at how incisive it is. | /r/ChatGPT | 2023-08-05
Project mention: Full-environment code interpreter in discord (just like ChatGPT!) + Tons of other features like multi-modality chat, internet-connected chat, chatting with your documents, and more! | /r/SideProject | 2023-10-31
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
We have built Legalyze.ai, a tool for lawyers to query thousands of files at once. We are using Langchain in coordination with GPT-4 and Pinecone to query massive sets of data at once.
Lawyers can also generate procedural documents like motions and requests using their case as context.
Contact [email protected] for a trial and check out our open source project - https://github.com/Haste171/langchain-chatbot
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
Project mention: SlideSpeak an OpenSource tool to chat with PowerPoint slides | /r/opensource | 2023-07-30
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).
pinecone related posts
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Semantic RecSys over Amazon reviews (https://github.com/sfuller14/semantic-consensus)
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Semantic Search Engine/Recommendation System on Amazon reviews
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Semantic Search Engine/Recommendation System on Amazon reviews
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Help me write a GPT4 Program
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[P] Unofficial, Community-Managed OpenAPI Spec for Vector Search Database Pinecone
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Unofficial, Community-Managed OpenAPI Spec for Vector Search Database Pinecone
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Dev LLM stack, production LLM stack, example projects, & things you'll discover
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A note from our sponsor - SurveyJS
surveyjs.io | 10 May 2024
Index
What are some of the best open-source pinecone projects? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | Typesense | 18,107 |
| 2 | anything-llm | 12,782 |
| 3 | vault-ai | 3,226 |
| 4 | GPTDiscord | 1,789 |
| 5 | babyagi-ui | 1,246 |
| 6 | vector-admin | 833 |
| 7 | doc-chatbot | 779 |
| 8 | semantic-search-nextjs-pinecone-langchain-chatgpt | 724 |
| 9 | yt-semantic-search | 508 |
| 10 | lingoose | 469 |
| 11 | ai-template | 404 |
| 12 | langchain-chatbot | 376 |
| 13 | pinecone-vercel-starter | 374 |
| 14 | megabots | 335 |
| 15 | osintgpt | 328 |
| 16 | GPTflix | 149 |
| 17 | semantic-search-openai-pinecone | 146 |
| 18 | chatpdf-gpt | 144 |
| 19 | aws-reference-architecture-pulumi | 91 |
| 20 | slidespeak-backend | 56 |
| 21 | gpt_chatbot | 52 |
| 22 | TaskEaseGPT | 48 |
| 23 | pinecone-php | 44 |
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