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Top 14 qdrant Open-Source Projects
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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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hands-on-llms
🦖 𝗟𝗲𝗮𝗿𝗻 about 𝗟𝗟𝗠𝘀, 𝗟𝗟𝗠𝗢𝗽𝘀, and 𝘃𝗲𝗰𝘁𝗼𝗿 𝗗𝗕𝘀 for free by designing, training, and deploying a real-time financial advisor LLM system ~ 𝘴𝘰𝘶𝘳𝘤𝘦 𝘤𝘰𝘥𝘦 + 𝘷𝘪𝘥𝘦𝘰 & 𝘳𝘦𝘢𝘥𝘪𝘯𝘨 𝘮𝘢𝘵𝘦𝘳𝘪𝘢𝘭𝘴
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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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trieve
All-in-one infrastructure for building search, recommendations, and RAG. Trieve combines search language models with tools for tuning ranking and relevance.
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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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SaaSHub
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Aetherius_AI_Assistant
A completely private, locally-operated Ai Assistant/Chatbot/Sub-Agent Framework with realistic Long Term Memory and thought formation using Open Source LLMs. Qdrant is used for the Vector DB.
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Hindi-Language-AI-Chatbot-for-Enterprises-using-Qdrant-LangChain-Ollama-Llama3-FastText-and-MLFlow
RAG powered AI chatbot for Indian Language (Hindi) using LangChain, Ollama, Qdrant, and MLFlow
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SaaSHub
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There are 3 courses that I usually recommend to folks looking to get into MLE/MLOps that already have a technical background. The first is a higher-level look at the MLOps processes, common challenges and solutions, and other important project considerations. It's one of Andrew Ng's courses from Deep Learning AI but you can audit it for free if you don't need the certificate: - Machine Learning in Production For a more hands-on, in-depth tutorial, I'd recommend this course from NYU (free on GitHub), including slides, scripts, full-code homework: - Machine Learning Systems And the title basically says it all, but this is also a really good one: - Hands-on Train and Deploy ML Pau Labarta, who made that last course, actually has a series of good (free) hands-on courses on GitHub. If you're interested in getting started with LLMs (since every company in the world seems to be clamoring for them right now), this course just came out from Pau and Paul Iusztin: - Hands-on LLMs For LLMs I also like this DLAI course (that includes Prompt Engineering too): - Generative AI with LLMs It can also be helpful to start learning how to use MLOps tools and platforms. I'll suggest Comet because I work there and am most familiar with it (and also because it's a great tool). Cloud and DevOps skills are also helpful. Make sure you're comfortable with git. Make sure you're learning how to actually deploy your projects. Good luck! :)
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: Show HN: Chromem-go – Embeddable vector database for Go | news.ycombinator.com | 2024-04-05Qdrant lib project https://github.com/tyrchen/qdrant-lib, Qdrant SDK has also support for local mode, which means embeddable https://github.com/qdrant/qdrant-client
Github: https://github.com/libraryofcelsus/Aetherius_AI_Assistant
Also this is 50% slower at ingestion. We use multithreaded ingestion that sips a SOTU.txt in 50ms whereas privateGPT takes about 2 seconds. CASALIOY
Project mention: Show HN: A starter kit to create AI apps to do Question Answering over PDFs | news.ycombinator.com | 2023-11-22
A comparison matrix of some vector databases. Feel free to submit PRs on https://github.com/lqhl/vectordb-comparison/ to contribute!
Project mention: Hindi-Language AI Chatbot for Enterprises Using Qdrant, MLFlow, and LangChain | dev.to | 2024-05-02You can find the code related to this blog at the below-mentioned GitHub link: https://github.com/quamernasim/Hindi-Language-AI-Chatbot-for-Enterprises-using-Qdrant-MLFlow-and-LangChain
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).
qdrant related posts
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Show HN: Chromem-go – Embeddable vector database for Go
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Show HN: Chat with Enron's Past – Navigate Enron with Rag and Semantic Search
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Open LLM suggestions
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ChatGPT on a Raspberry Pi Zero W with OLED display
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Air-gapped langchain Agent. Talk to your Data privately
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A note from our sponsor - InfluxDB
www.influxdata.com | 17 May 2024
Index
What are some of the best open-source qdrant projects? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | databerry | 2,880 |
| 2 | docarray | 2,778 |
| 3 | hands-on-llms | 2,431 |
| 4 | vector-admin | 852 |
| 5 | trieve | 668 |
| 6 | qdrant-client | 624 |
| 7 | osintgpt | 329 |
| 8 | Aetherius_AI_Assistant | 235 |
| 9 | CASALIOY | 231 |
| 10 | ai-starter-kit | 32 |
| 11 | qdrant | 18 |
| 12 | QDrant-NLP | 11 |
| 13 | vectordb-comparison | 4 |
| 14 | Hindi-Language-AI-Chatbot-for-Enterprises-using-Qdrant-LangChain-Ollama-Llama3-FastText-and-MLFlow | 1 |
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